diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ec2bf022..9024abf3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -18,17 +18,10 @@ repos:
       - id: end-of-file-fixer
         exclude: LICENSE
 
-  - repo: local
-    hooks:
-      - id: black
-        name: black
-        entry: poetry run black --config pyproject.toml
-        types: [python]
-        language: system
-
-  - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: 'v0.0.267'
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.2
     hooks:
+      - id: ruff-format
       - id: ruff
 
   - repo: local
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index cfc21be3..2c935340 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -24,7 +24,7 @@ make lint
 
 ### Checks
 
-Many checks are configured for this project. Command `make check-style` will check black and isort.
+Many checks are configured for this project. Command `make check-style` will check style with `ruff`.
 The `make check-safety` command will look at the security of your code.
 
 Comand `make lint` applies all checks.
diff --git a/Makefile b/Makefile
index 69e609c0..c6ef3b7f 100644
--- a/Makefile
+++ b/Makefile
@@ -78,15 +78,15 @@ update-deps:
 #* Linting
 .PHONY: check-style
 check-style:
-	poetry run black --diff --check --config pyproject.toml ./
-	poetry run ruff  --no-fix --config pyproject.toml ./
+	poetry run ruff format --check --config pyproject.toml ./
+	poetry run ruff check --no-fix --config pyproject.toml ./
 #   poetry run darglint --verbosity 2 inseq tests
 #	poetry run mypy --config-file pyproject.toml ./
 
 .PHONY: fix-style
 fix-style:
-	poetry run black --config pyproject.toml ./
-	poetry run ruff --config pyproject.toml ./
+	poetry run ruff format --config pyproject.toml ./
+	poetry run ruff check --config pyproject.toml ./
 
 .PHONY: check-safety
 check-safety:
diff --git a/examples/inseq_tutorial.ipynb b/examples/inseq_tutorial.ipynb
index 09177f09..cce02a11 100644
--- a/examples/inseq_tutorial.ipynb
+++ b/examples/inseq_tutorial.ipynb
@@ -170,7 +170,7 @@
    "source": [
     "import inseq\n",
     "\n",
-    "# Load the model Helsinki-NLP/opus-mt-en-fr (6-layer encoder-decoder transformer) from the \n",
+    "# Load the model Helsinki-NLP/opus-mt-en-fr (6-layer encoder-decoder transformer) from the\n",
     "# Huggingface Hub and hook it with the Input X Gradient feature attribution method\n",
     "model = inseq.load_model(\"Helsinki-NLP/opus-mt-en-it\", \"input_x_gradient\")\n",
     "\n",
@@ -180,7 +180,7 @@
     "out = model.attribute(\n",
     "    input_texts=\"Hello everyone, hope you're enjoying the tutorial!\",\n",
     "    attribute_target=True,\n",
-    "    step_scores=[\"probability\"]\n",
+    "    step_scores=[\"probability\"],\n",
     ")\n",
     "# Visualize the attributions and step scores\n",
     "out.show()"
@@ -349,9 +349,7 @@
    ],
    "source": [
     "out = model.attribute(\n",
-    "    input_texts=\"Hello everyone, hope you're enjoying the tutorial!\",\n",
-    "    attribute_target=True,\n",
-    "    method=\"attention\"\n",
+    "    input_texts=\"Hello everyone, hope you're enjoying the tutorial!\", attribute_target=True, method=\"attention\"\n",
     ")\n",
     "# out[0] is a shortcut for out.sequence_attributions[0]\n",
     "out[0].source_attributions.shape"
@@ -535,10 +533,10 @@
    ],
    "source": [
     "# Gets the mean weights of the first three attention heads only, no normalization\n",
-    "# do_post_aggregation_checks=False is needed since the output has >2 dimensions and \n",
+    "# do_post_aggregation_checks=False is needed since the output has >2 dimensions and\n",
     "# could not be visualized\n",
     "aggregated_heads_seq_attr_out = out[0].aggregate(\n",
-    "    \"mean\", select_idx=(0,3), normalize=False, do_post_aggregation_checks=False\n",
+    "    \"mean\", select_idx=(0, 3), normalize=False, do_post_aggregation_checks=False\n",
     ")\n",
     "\n",
     "# (source_len, target_len, num_layers)\n",
@@ -726,7 +724,7 @@
     "    \"Domanda: Quanti studenti hanno partecipato alle LCL nel 2023?\"\n",
     ")\n",
     "\n",
-    "qa_model =  inseq.load_model(\"it5/it5-base-question-answering\", \"input_x_gradient\")\n",
+    "qa_model = inseq.load_model(\"it5/it5-base-question-answering\", \"input_x_gradient\")\n",
     "out = qa_model.attribute(question, attribute_target=True, step_scores=[\"probability\"])\n",
     "\n",
     "# Aggregate only source tokens, leave target tokens as they are\n",
@@ -1097,7 +1095,7 @@
     "    contrast_targets=\"Ho salutato la manager\",\n",
     "    attribute_target=True,\n",
     "    # We also visualize the score used as target using the same function as step score\n",
-    "    step_scores=[\"contrast_prob_diff\"]\n",
+    "    step_scores=[\"contrast_prob_diff\"],\n",
     ")\n",
     "\n",
     "# Weight attribution scores by the difference in probabilities\n",
@@ -1212,10 +1210,18 @@
     ")\n",
     "\n",
     "source_without_context = \"Do you already know when you'll be back?\"\n",
-    "source_with_context = \"Thank you for your help, my friend, you really saved my life. Do you already know when you'll be back?\"\n",
+    "source_with_context = (\n",
+    "    \"Thank you for your help, my friend, you really saved my life. Do you already know when you'll be back?\"\n",
+    ")\n",
     "\n",
-    "print(\"Generation without context:\", model.generate(source_without_context, forced_bos_token_id=model.tokenizer.lang_code_to_id[\"it_IT\"]))\n",
-    "print(\"Generation with context:\", model.generate(source_with_context, forced_bos_token_id=model.tokenizer.lang_code_to_id[\"it_IT\"]))\n",
+    "print(\n",
+    "    \"Generation without context:\",\n",
+    "    model.generate(source_without_context, forced_bos_token_id=model.tokenizer.lang_code_to_id[\"it_IT\"]),\n",
+    ")\n",
+    "print(\n",
+    "    \"Generation with context:\",\n",
+    "    model.generate(source_with_context, forced_bos_token_id=model.tokenizer.lang_code_to_id[\"it_IT\"]),\n",
+    ")\n",
     "\n",
     "out = model.attribute(\n",
     "    source_without_context,\n",
@@ -1224,7 +1230,7 @@
     "    contrast_targets=\"Grazie per il tuo aiuto, mi hai davvero salvato la vita. Sai già quando tornerai?\",\n",
     "    attribute_target=True,\n",
     "    # We also visualize the score used as target using the same function as step score\n",
-    "    step_scores=[\"pcxmi\", \"probability\"]\n",
+    "    step_scores=[\"pcxmi\", \"probability\"],\n",
     ")\n",
     "\n",
     "out.show()"
@@ -1336,8 +1342,8 @@
    ],
    "source": [
     "# Print tokens to get token indices\n",
-    "print([(i, x) for i, x in enumerate(model.encode(mt_target, as_targets=True).input_tokens[0])])\n",
-    "print([(i, x) for i, x in enumerate(model.encode(pe_target, as_targets=True).input_tokens[0])])"
+    "print(list(enumerate(model.encode(mt_target, as_targets=True).input_tokens[0])))\n",
+    "print(list(enumerate(model.encode(pe_target, as_targets=True).input_tokens[0])))"
    ]
   },
   {
@@ -1394,7 +1400,7 @@
     "    attributed_fn=\"contrast_prob_diff\",\n",
     "    step_scores=[\"contrast_prob_diff\"],\n",
     "    contrast_targets=pe_target,\n",
-    "    contrast_targets_alignments=[(0,0), (1,1), (2,2), (3,4), (4,4), (5,5), (6,7), (7,9)],\n",
+    "    contrast_targets_alignments=[(0, 0), (1, 1), (2, 2), (3, 4), (4, 4), (5, 5), (6, 7), (7, 9)],\n",
     ")\n",
     "\n",
     "# Reasonable alignments\n",
@@ -1504,9 +1510,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import inseq\n",
     "from transformers import AutoModelForCausalLM, AutoTokenizer\n",
     "\n",
+    "import inseq\n",
+    "\n",
     "# The model is loaded in 8-bit on available GPUs using the bitsandbytes library integrated in HF Transformers\n",
     "# This will make the model much smaller for inference purposes, but attributions are not guaranteed to match those\n",
     "# of the full-precision model.\n",
@@ -1930,15 +1937,16 @@
     }
    ],
    "source": [
-    "from inseq import FeatureAttributionOutput\n",
     "import pandas as pd\n",
     "\n",
+    "from inseq import FeatureAttributionOutput\n",
+    "\n",
     "scores = {}\n",
     "\n",
     "for layer_idx in range(48):\n",
     "    curr_out = FeatureAttributionOutput.load(f\"../data/cat_outputs/layer_{layer_idx}.json\")\n",
     "    out_dict = curr_out.get_scores_dicts(do_aggregation=False)[0]\n",
-    "    scores[layer_idx] = [score for score in out_dict[\"target_attributions\"][\"ĠParis\"].values()][:-1]\n",
+    "    scores[layer_idx] = list(out_dict[\"target_attributions\"][\"ĠParis\"].values())[:-1]\n",
     "\n",
     "prefix_tokens = list(out_dict[\"target_attributions\"][\"ĠParis\"].keys())\n",
     "attributions_df = pd.DataFrame(scores, index=prefix_tokens[:-1])\n",
@@ -1989,7 +1997,7 @@
     "ax.set_xticks([0.5 + i for i in range(0, attributions_df.values.shape[1], 4)])\n",
     "ax.set_xticklabels(list(range(0, 48, 4)))\n",
     "ax.set_yticklabels(attributions_df.index)\n",
-    "cb = plt.colorbar(h, ticks=[0, .15, .3, .45, .6, .75])\n",
+    "cb = plt.colorbar(h, ticks=[0, 0.15, 0.3, 0.45, 0.6, 0.75])\n",
     "fig.suptitle(\"What activations are contributing to predicting 'Paris' over 'Rome'?\")\n",
     "plt.savefig(filename)\n",
     "plt.show()"
diff --git a/inseq/attr/__init__.py b/inseq/attr/__init__.py
index ecfcaaaa..505c3aea 100644
--- a/inseq/attr/__init__.py
+++ b/inseq/attr/__init__.py
@@ -2,7 +2,6 @@
 from .step_functions import (
     STEP_SCORES_MAP,
     StepFunctionArgs,
-    StepFunctionEncoderDecoderArgs,
     list_step_functions,
     register_step_function,
 )
@@ -15,5 +14,4 @@
     "STEP_SCORES_MAP",
     "extract_args",
     "StepFunctionArgs",
-    "StepFunctionEncoderDecoderArgs",
 ]
diff --git a/inseq/attr/feat/attribution_utils.py b/inseq/attr/feat/attribution_utils.py
index 5334f171..4dddc1f6 100644
--- a/inseq/attr/feat/attribution_utils.py
+++ b/inseq/attr/feat/attribution_utils.py
@@ -19,7 +19,6 @@
     from ...models import AttributionModel
     from .feature_attribution import FeatureAttribution
 
-
 logger = logging.getLogger(__name__)
 
 
@@ -43,7 +42,7 @@ def rescale_attributions_to_tokens(
     attributions: OneOrMoreAttributionSequences, tokens: OneOrMoreTokenSequences
 ) -> OneOrMoreAttributionSequences:
     return [
-        attr[: len(tokens)] if not all([math.isnan(x) for x in attr]) else []
+        attr[: len(tokens)] if not all(math.isnan(x) for x in attr) else []
         for attr, tokens in zip(attributions, tokens)
     ]
 
@@ -154,8 +153,7 @@ def get_source_target_attributions(
             return attr[0], None
         else:
             return attr, None
+    elif isinstance(attr, tuple):
+        return None, attr[0]
     else:
-        if isinstance(attr, tuple):
-            return None, attr[0]
-        else:
-            return None, attr
+        return None, attr
diff --git a/inseq/attr/feat/internals_attribution.py b/inseq/attr/feat/internals_attribution.py
index 226246fd..15458af2 100644
--- a/inseq/attr/feat/internals_attribution.py
+++ b/inseq/attr/feat/internals_attribution.py
@@ -29,6 +29,7 @@
 
 class InternalsAttributionRegistry(FeatureAttribution, Registry):
     r"""Model Internals-based attribution method registry."""
+
     pass
 
 
diff --git a/inseq/attr/feat/ops/lime.py b/inseq/attr/feat/ops/lime.py
index eedf1f8a..19cc869c 100644
--- a/inseq/attr/feat/ops/lime.py
+++ b/inseq/attr/feat/ops/lime.py
@@ -1,25 +1,21 @@
 import inspect
+import logging
 import math
-import warnings
 from functools import partial
 from typing import Any, Callable, Optional, cast
 
 import torch
-from captum._utils.common import (
-    _expand_additional_forward_args,
-    _expand_target,
-)
+from captum._utils.common import _expand_additional_forward_args, _expand_target
 from captum._utils.models.linear_model import SkLearnLinearModel
 from captum._utils.models.model import Model
 from captum._utils.progress import progress
-from captum._utils.typing import (
-    TargetType,
-    TensorOrTupleOfTensorsGeneric,
-)
+from captum._utils.typing import TargetType, TensorOrTupleOfTensorsGeneric
 from captum.attr import LimeBase
 from torch import Tensor
 from torch.utils.data import DataLoader, TensorDataset
 
+logger = logging.getLogger(__name__)
+
 
 class Lime(LimeBase):
     def __init__(
@@ -135,7 +131,7 @@ def attribute(
                     try:
                         curr_sample = next(perturb_generator)
                     except StopIteration:
-                        warnings.warn("Generator completed prior to given n_samples iterations!")
+                        logger.warning("Generator completed prior to given n_samples iterations!")
                         break
                 else:
                     curr_sample = self.perturb_func(inputs, **kwargs)
diff --git a/inseq/attr/feat/ops/sequential_integrated_gradients.py b/inseq/attr/feat/ops/sequential_integrated_gradients.py
index 92322815..b89074d1 100644
--- a/inseq/attr/feat/ops/sequential_integrated_gradients.py
+++ b/inseq/attr/feat/ops/sequential_integrated_gradients.py
@@ -151,7 +151,10 @@ def attribute(  # type: ignore
         method: str = "gausslegendre",
         internal_batch_size: Union[None, int] = None,
         return_convergence_delta: bool = False,
-    ) -> Union[TensorOrTupleOfTensorsGeneric, Tuple[TensorOrTupleOfTensorsGeneric, Tensor],]:
+    ) -> Union[
+        TensorOrTupleOfTensorsGeneric,
+        Tuple[TensorOrTupleOfTensorsGeneric, Tensor],
+    ]:
         r"""
         This method attributes the output of the model with given target index
         (in case it is provided, otherwise it assumes that output is a
diff --git a/inseq/data/data_utils.py b/inseq/data/data_utils.py
index bee299a3..2b8e8f98 100644
--- a/inseq/data/data_utils.py
+++ b/inseq/data/data_utils.py
@@ -114,7 +114,7 @@ def _eq(self_attr: TensorClass, other_attr: TensorClass) -> bool:
             if isinstance(self_attr, torch.Tensor):
                 return torch.allclose(self_attr, other_attr, equal_nan=True)
             elif isinstance(self_attr, dict):
-                return all([TensorWrapper._eq(self_attr[k], other_attr[k]) for k in self_attr.keys()])
+                return all(TensorWrapper._eq(self_attr[k], other_attr[k]) for k in self_attr.keys())
             else:
                 return self_attr == other_attr
         except:  # noqa: E722
diff --git a/inseq/models/attribution_model.py b/inseq/models/attribution_model.py
index 05bb88c9..a7c20a82 100644
--- a/inseq/models/attribution_model.py
+++ b/inseq/models/attribution_model.py
@@ -5,7 +5,7 @@
 
 import torch
 
-from ..attr import STEP_SCORES_MAP, StepFunctionArgs, StepFunctionEncoderDecoderArgs
+from ..attr import STEP_SCORES_MAP, StepFunctionArgs
 from ..attr.feat import FeatureAttribution, extract_args, join_token_ids
 from ..data import (
     BatchEncoding,
@@ -144,8 +144,9 @@ def get_text_sequences(
         raise NotImplementedError()
 
     @staticmethod
+    @abstractmethod
     def get_step_function_reserved_args() -> List[str]:
-        return [f.name for f in StepFunctionEncoderDecoderArgs.__dataclass_fields__.values()]
+        raise NotImplementedError()
 
     @staticmethod
     def format_contrast_targets_alignments(
diff --git a/inseq/utils/alignment_utils.py b/inseq/utils/alignment_utils.py
index 321b17d4..14271677 100644
--- a/inseq/utils/alignment_utils.py
+++ b/inseq/utils/alignment_utils.py
@@ -107,7 +107,7 @@ def compute_word_aligns(
     align_words = set()
     for i, j in align_subwords:
         align_words.add((sub2word_map_src[i], sub2word_map_tgt[j]))
-    word_alignments = [(a_idx, b_idx) for a_idx, b_idx in sorted(align_words, key=lambda x: (x[0], x[1]))]
+    word_alignments = sorted(align_words, key=lambda x: (x[0], x[1]))
     return AlignedSequences(
         source_tokens=src.copy(),
         target_tokens=tgt.copy(),
@@ -246,7 +246,7 @@ def auto_align_sequences(
                     rm_b_idx = removed_b_token_idxs[removed_b_tokens.index(rm_a)]
                     aligned_special_tokens.append((rm_a_idx, rm_b_idx))
         else:
-            aligned_special_tokens = [(rm_a, rm_b) for rm_a, rm_b in zip(removed_a_token_idxs, removed_b_token_idxs)]
+            aligned_special_tokens = list(zip(removed_a_token_idxs, removed_b_token_idxs))
         a_word_to_token_align = align_tokenizations(a_words, clean_a_tokens)
         b_word_to_token_align = align_tokenizations(b_words, clean_b_tokens)
         # 3. Propagate word-level alignments to token-level alignments.
diff --git a/inseq/utils/misc.py b/inseq/utils/misc.py
index 105f9803..69172d34 100644
--- a/inseq/utils/misc.py
+++ b/inseq/utils/misc.py
@@ -3,7 +3,6 @@
 import io
 import logging
 import math
-import warnings
 from base64 import standard_b64decode, standard_b64encode
 from collections import OrderedDict
 from contextlib import contextmanager
@@ -49,13 +48,12 @@ def _pretty_list(l: Optional[Sequence[Any]], lpad: int = 8) -> str:
     if all(isinstance(x, list) for x in l):
         line_sep = f" ],\n{' ' * lpad}[ "
         contents = " " * lpad + "[ " + line_sep.join([_pretty_list_contents(subl) for subl in l]) + " ]"
+    elif all(hasattr(x, "to_dict") for x in l):
+        contents = ",\n".join(
+            [f"{' ' * lpad + x.__class__.__name__}({pretty_dict(x.to_dict(), lpad + 4)})" for x in l]
+        )
     else:
-        if all([hasattr(x, "to_dict") for x in l]):
-            contents = ",\n".join(
-                [f"{' ' * lpad + x.__class__.__name__}({pretty_dict(x.to_dict(), lpad + 4)})" for x in l]
-            )
-        else:
-            contents = " " * lpad + _pretty_list_contents(l)
+        contents = " " * lpad + _pretty_list_contents(l)
     return "[\n" + contents + f"\n{' ' * (lpad - 4)}]"
 
 
@@ -65,9 +63,9 @@ def pretty_list(l: Optional[Sequence[Any]], lpad: int = 8) -> str:
     if len(l) == 0:
         return "list with 0 elements"
     out_txt = f"list with {len(l)} elements of type {l[0].__class__.__name__}"
-    if all([isinstance(x, list) for x in l]):
+    if all(isinstance(x, list) for x in l):
         out_txt = f"list with {len(l)} sub-lists"
-        if any([len(sl) > 20 for sl in l]) or len(l) > 15:
+        if any(len(sl) > 20 for sl in l) or len(l) > 15:
             return out_txt
         if all(isinstance(ssl, list) for sl in l for ssl in sl):
             return out_txt
@@ -79,7 +77,7 @@ def pretty_list(l: Optional[Sequence[Any]], lpad: int = 8) -> str:
 def pretty_tensor(t: Optional[Tensor] = None, lpad: int = 8) -> str:
     if t is None:
         return "None"
-    if t.ndim > 2 or any([x > 20 for x in t.shape]):
+    if t.ndim > 2 or any(x > 20 for x in t.shape):
         return f"{t.dtype} tensor of shape {list(t.shape)} on {t.device}"
     else:
         out_list = t.tolist()
@@ -288,7 +286,7 @@ def get_module_name_from_object(obj):
     mod = obj.__class__.__module__
     if mod == "__main__":
         mod = None
-        warnings.warn(
+        logger.warning(
             f"class {obj.__class__} seems to have been defined in the main file; unfortunately this means"
             " that it's module/import path is unknown, so you might have to provide cls_lookup_map when decoding"
         )
@@ -330,8 +328,7 @@ def save_to_file_wrapper(
                 fh.write(txt)
             except TypeError as err:
                 err.args = (
-                    err.args[0]
-                    + ". A possible reason is that the file is not opened in binary mode; "
+                    err.args[0] + ". A possible reason is that the file is not opened in binary mode; "
                     "be sure to set file mode to something like 'wb'.",
                 )
                 raise
@@ -356,9 +353,7 @@ def bin_str_to_ndarray(data, order, shape, dtype):
     assert order in [
         None,
         "C",
-    ], "specifying different memory order is not (yet) supported for binary numpy format (got order = {})".format(
-        order
-    )
+    ], f"specifying different memory order is not (yet) supported for binary numpy format (got order = {order})"
     if data.startswith("b64.gz:"):
         data = standard_b64decode(data[7:])
         data = gzip_decompress(data)
@@ -376,7 +371,7 @@ def lists_of_numbers_to_ndarray(data, order, shape, dtype):
     if 0 in shape:
         return arr.reshape(shape)
     if shape != arr.shape:
-        warnings.warn(f"size mismatch decoding numpy array: expected {shape}, got {arr.shape}")
+        logger.warning(f"size mismatch decoding numpy array: expected {shape}, got {arr.shape}")
     return arr
 
 
diff --git a/inseq/utils/serialization.py b/inseq/utils/serialization.py
index d9cff76c..9cefe631 100644
--- a/inseq/utils/serialization.py
+++ b/inseq/utils/serialization.py
@@ -330,9 +330,8 @@ def class_instance_hook(dct: Any, cls_lookup_map: Optional[Dict[str, type]] = No
         if "attributes" in dct:
             properties.update(dct["attributes"])
         obj.__json_decode__(**properties)
-    else:
-        if "attributes" in dct:
-            obj.__dict__ = dict(dct["attributes"])
+    elif "attributes" in dct:
+        obj.__dict__ = dict(dct["attributes"])
     return obj
 
 
diff --git a/inseq/utils/torch_utils.py b/inseq/utils/torch_utils.py
index 5bf4ceb9..6d23bff8 100644
--- a/inseq/utils/torch_utils.py
+++ b/inseq/utils/torch_utils.py
@@ -54,8 +54,7 @@ def normalize(
 
 
 def top_p_logits_mask(logits: torch.Tensor, top_p: float, min_tokens_to_keep: int) -> torch.Tensor:
-    """Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/generation/logits_process.py
-    """
+    """Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/generation/logits_process.py"""
     # Compute cumulative probabilities of sorted tokens
     if top_p < 0 or top_p > 1.0:
         raise ValueError(f"`top_p` has to be a float > 0 and < 1, but is {top_p}")
@@ -76,8 +75,7 @@ def top_p_logits_mask(logits: torch.Tensor, top_p: float, min_tokens_to_keep: in
 
 
 def top_k_logits_mask(logits: torch.Tensor, top_k: int, min_tokens_to_keep: int) -> torch.Tensor:
-    """Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/generation/logits_process.py
-    """
+    """Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/generation/logits_process.py"""
     top_k = max(top_k, min_tokens_to_keep)
     return logits < logits.topk(top_k).values[..., -1, None]
 
diff --git a/poetry.lock b/poetry.lock
index 79f41c79..fc061a28 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,15 +1,13 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
-version = "0.23.0"
+version = "0.24.0"
 description = "Accelerate"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "accelerate-0.24.0-py3-none-any.whl", hash = "sha256:04bb1483c90eacb3beb2687cb54950d8caf9a0b93432f6b2d42efebbb6c0491e"},
 ]
 
 [package.dependencies]
@@ -32,99 +30,98 @@ testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized",
 
 [[package]]
 name = "aiohttp"
-version = "3.8.5"
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 description = "Async http client/server framework (asyncio)"
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 python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
@@ -143,7 +140,6 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -158,7 +154,6 @@ frozenlist = ">=1.1.0"
 name = "alabaster"
 version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -170,7 +165,6 @@ files = [
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -182,7 +176,6 @@ files = [
 name = "asttokens"
 version = "2.4.0"
 description = "Annotate AST trees with source code positions"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -200,7 +193,6 @@ test = ["astroid", "pytest"]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -212,7 +204,6 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -229,14 +220,13 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.13.0"
+version = "2.13.1"
 description = "Internationalization utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
 [package.dependencies]
@@ -249,7 +239,6 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -261,7 +250,6 @@ files = [
 name = "bandit"
 version = "1.7.5"
 description = "Security oriented static analyser for python code."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -285,7 +273,6 @@ yaml = ["PyYAML"]
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
-category = "dev"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -300,47 +287,10 @@ soupsieve = ">1.2"
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
-[[package]]
-name = "black"
-version = "22.12.0"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
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-
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-click = ">=8.0.0"
-mypy-extensions = ">=0.4.3"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
-
 [[package]]
 name = "captum"
 version = "0.6.0"
 description = "Model interpretability for PyTorch"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -363,7 +313,6 @@ tutorials = ["flask", "flask-compress", "ipython", "ipywidgets", "jupyter", "tor
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -375,7 +324,6 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -440,7 +388,6 @@ pycparser = "*"
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -450,109 +397,107 @@ files = [
 
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-version = "3.3.0"
+version = "3.3.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
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 version = "8.1.7"
 description = "Composable command line interface toolkit"
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 optional = false
 python-versions = ">=3.7"
 files = [
@@ -565,29 +510,28 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
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 description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
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 optional = false
 python-versions = "*"
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 ]
 
 [package.extras]
@@ -597,7 +541,6 @@ test = ["coverage (>=4.2)", "flake8 (>=3.0.4)", "path.py (>=11.5.0)", "pytest (>
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
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 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -609,7 +552,6 @@ files = [
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 version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -626,25 +568,80 @@ test = ["pytest"]
 typing = ["mypy (>=0.990)"]
 
 [[package]]
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-version = "0.9.1"
-description = "Python parser for the CommonMark Markdown spec"
-category = "main"
+name = "contourpy"
+version = "1.1.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
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 ]
 
+[package.dependencies]
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
+
 [package.extras]
-test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "coverage"
 version = "7.3.2"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -710,14 +707,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "cycler"
-version = "0.12.0"
+version = "0.12.1"
 description = "Composable style cycles"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
 ]
 
 [package.extras]
@@ -728,7 +724,6 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "darglint"
 version = "1.8.1"
 description = "A utility for ensuring Google-style docstrings stay up to date with the source code."
-category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -738,20 +733,19 @@ files = [
 
 [[package]]
 name = "datasets"
-version = "2.14.5"
+version = "2.14.6"
 description = "HuggingFace community-driven open-source library of datasets"
-category = "main"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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+    {file = "datasets-2.14.6.tar.gz", hash = "sha256:97ebbace8ec7af11434a87d1215379927f8fee2beab2c4a674003756ecfe920c"},
 ]
 
 [package.dependencies]
 aiohttp = "*"
 dill = ">=0.3.0,<0.3.8"
-fsspec = {version = ">=2023.1.0,<2023.9.0", extras = ["http"]}
+fsspec = {version = ">=2023.1.0,<=2023.10.0", extras = ["http"]}
 huggingface-hub = ">=0.14.0,<1.0.0"
 multiprocess = "*"
 numpy = ">=1.17"
@@ -783,7 +777,6 @@ vision = ["Pillow (>=6.2.1)"]
 name = "debugpy"
 version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -811,7 +804,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -823,7 +815,6 @@ files = [
 name = "dill"
 version = "0.3.7"
 description = "serialize all of Python"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -838,7 +829,6 @@ graph = ["objgraph (>=1.7.2)"]
 name = "distlib"
 version = "0.3.7"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -848,21 +838,19 @@ files = [
 
 [[package]]
 name = "docutils"
-version = "0.19"
+version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "dparse"
 version = "0.6.3"
 description = "A parser for Python dependency files"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -882,7 +870,6 @@ pipenv = ["pipenv (<=2022.12.19)"]
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -897,7 +884,6 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.0"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -912,7 +898,6 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 name = "filelock"
 version = "3.12.4"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -927,54 +912,53 @@ typing = ["typing-extensions (>=4.7.1)"]
 
 [[package]]
 name = "fonttools"
-version = "4.43.0"
+version = "4.43.1"
 description = "Tools to manipulate font files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -995,7 +979,6 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "frozenlist"
 version = "1.4.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1064,14 +1047,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.6.0"
+version = "2023.10.0"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1104,32 +1086,30 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "furo"
-version = "2022.12.7"
+version = "2023.9.10"
 description = "A clean customisable Sphinx documentation theme."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "furo-2023.9.10.tar.gz", hash = "sha256:5707530a476d2a63b8cad83b4f961f3739a69f4b058bcf38a03a39fa537195b2"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
 pygments = ">=2.7"
-sphinx = ">=5.0,<7.0"
+sphinx = ">=6.0,<8.0"
 sphinx-basic-ng = "*"
 
 [[package]]
 name = "gitdb"
-version = "4.0.10"
+version = "4.0.11"
 description = "Git Object Database"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1137,27 +1117,25 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.37"
+version = "3.1.40"
 description = "GitPython is a Python library used to interact with Git repositories"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "GitPython-3.1.40.tar.gz", hash = "sha256:22b126e9ffb671fdd0c129796343a02bf67bf2994b35449ffc9321aa755e18a4"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
 
 [[package]]
 name = "huggingface-hub"
 version = "0.17.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1191,7 +1169,6 @@ typing = ["pydantic (<2.0)", "types-PyYAML", "types-requests", "types-simplejson
 name = "identify"
 version = "2.5.30"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1206,7 +1183,6 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1218,7 +1194,6 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1230,7 +1205,6 @@ files = [
 name = "importlib-metadata"
 version = "6.8.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1246,11 +1220,28 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
+[[package]]
+name = "importlib-resources"
+version = "6.1.0"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
+    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
+]
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1260,14 +1251,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.2"
+version = "6.26.0"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
+    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
 ]
 
 [package.dependencies]
@@ -1276,7 +1266,7 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -1296,7 +1286,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1336,7 +1325,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "ipywidgets"
 version = "8.1.1"
 description = "Jupyter interactive widgets"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1358,7 +1346,6 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1378,7 +1365,6 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1396,7 +1382,6 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1406,19 +1391,18 @@ files = [
 
 [[package]]
 name = "jupyter-client"
-version = "8.3.1"
+version = "8.5.0"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -1430,14 +1414,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.2"
+version = "5.4.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1453,7 +1436,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
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 version = "3.0.9"
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@@ -1465,7 +1447,6 @@ files = [
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 description = "A fast implementation of the Cassowary constraint solver"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1577,20 +1558,42 @@ files = [
 
 [[package]]
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+version = "17.0.3"
 description = "A Software Testing Tool"
-category = "main"
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 python-versions = "*"
 files = [
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+[[package]]
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+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
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+
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+code-style = ["pre-commit (>=3.0,<4.0)"]
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+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
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 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
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+    {file = "matplotlib-3.7.3.tar.gz", hash = "sha256:f09b3dd6bdeb588de91f853bbb2d6f0ff8ab693485b0c49035eaa510cb4f142e"},
 ]
 
 [package.dependencies]
+contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
+importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.0.1"
-numpy = ">=1.17"
+numpy = ">=1.20,<2"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.2.1"
+pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1716,11 +1742,21 @@ files = [
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1738,7 +1774,6 @@ tests = ["pytest (>=4.6)"]
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1822,7 +1857,6 @@ files = [
 name = "multiprocess"
 version = "0.70.15"
 description = "better multiprocessing and multithreading in Python"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1847,23 +1881,10 @@ files = [
 [package.dependencies]
 dill = ">=0.3.7"
 
-[[package]]
-name = "mypy-extensions"
-version = "1.0.0"
-description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
-    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
-]
-
 [[package]]
 name = "nest-asyncio"
 version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1875,7 +1896,6 @@ files = [
 name = "networkx"
 version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1894,7 +1914,6 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -1909,7 +1928,6 @@ setuptools = "*"
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1947,7 +1965,6 @@ files = [
 name = "nvidia-cublas-cu11"
 version = "11.10.3.66"
 description = "CUBLAS native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1963,7 +1980,6 @@ wheel = "*"
 name = "nvidia-cuda-cupti-cu11"
 version = "11.7.101"
 description = "CUDA profiling tools runtime libs."
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1979,7 +1995,6 @@ wheel = "*"
 name = "nvidia-cuda-nvrtc-cu11"
 version = "11.7.99"
 description = "NVRTC native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1996,7 +2011,6 @@ wheel = "*"
 name = "nvidia-cuda-runtime-cu11"
 version = "11.7.99"
 description = "CUDA Runtime native Libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2012,7 +2026,6 @@ wheel = "*"
 name = "nvidia-cudnn-cu11"
 version = "8.5.0.96"
 description = "cuDNN runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2028,7 +2041,6 @@ wheel = "*"
 name = "nvidia-cufft-cu11"
 version = "10.9.0.58"
 description = "CUFFT native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2040,7 +2052,6 @@ files = [
 name = "nvidia-curand-cu11"
 version = "10.2.10.91"
 description = "CURAND native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2056,7 +2067,6 @@ wheel = "*"
 name = "nvidia-cusolver-cu11"
 version = "11.4.0.1"
 description = "CUDA solver native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2073,7 +2083,6 @@ wheel = "*"
 name = "nvidia-cusparse-cu11"
 version = "11.7.4.91"
 description = "CUSPARSE native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2089,7 +2098,6 @@ wheel = "*"
 name = "nvidia-nccl-cu11"
 version = "2.14.3"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2100,7 +2108,6 @@ files = [
 name = "nvidia-nvtx-cu11"
 version = "11.7.91"
 description = "NVIDIA Tools Extension"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -2114,24 +2121,19 @@ wheel = "*"
 
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "23.2"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
-    {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
+    {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
+    {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
 ]
 
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
-
 [[package]]
 name = "pandas"
 version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -2165,8 +2167,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2199,7 +2201,6 @@ xml = ["lxml (>=4.6.3)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -2215,7 +2216,6 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pastel"
 version = "0.2.1"
 description = "Bring colors to your terminal."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2223,23 +2223,10 @@ files = [
     {file = "pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d"},
 ]
 
-[[package]]
-name = "pathspec"
-version = "0.11.2"
-description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
 [[package]]
 name = "pbr"
 version = "5.11.1"
 description = "Python Build Reasonableness"
-category = "dev"
 optional = false
 python-versions = ">=2.6"
 files = [
@@ -2251,7 +2238,6 @@ files = [
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2266,7 +2252,6 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2276,66 +2261,65 @@ files = [
 
 [[package]]
 name = "pillow"
-version = "10.0.1"
+version = "10.1.0"
 description = "Python Imaging Library (Fork)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -2346,7 +2330,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
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 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 python-versions = ">=3.7"
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@@ -2362,7 +2345,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
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@@ -2376,14 +2358,13 @@ testing = ["pytest", "pytest-benchmark"]
 
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@@ -2395,14 +2376,13 @@ poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
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@@ -2429,58 +2408,49 @@ wcwidth = "*"
 
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 ]
 
 [package.extras]
@@ -2490,7 +2460,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2502,7 +2471,6 @@ files = [
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 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2517,7 +2485,6 @@ tests = ["pytest"]
 name = "pyarrow"
 version = "13.0.0"
 description = "Python library for Apache Arrow"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -2559,7 +2526,6 @@ numpy = ">=1.16.6"
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 description = "C parser in Python"
-category = "main"
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 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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@@ -2571,7 +2537,6 @@ files = [
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 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
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 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2586,7 +2551,6 @@ plugins = ["importlib-metadata"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2599,14 +2563,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.4.2"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -2624,7 +2587,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
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 python-versions = ">=3.7"
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@@ -2643,7 +2605,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2658,7 +2619,6 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2670,7 +2630,6 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2694,7 +2653,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2703,6 +2661,7 @@ files = [
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@@ -2710,8 +2669,15 @@ files = [
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@@ -2728,6 +2694,7 @@ files = [
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@@ -2735,6 +2702,7 @@ files = [
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     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -2744,7 +2712,6 @@ files = [
 name = "pyzmq"
 version = "25.1.1"
 description = "Python bindings for 0MQ"
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -2850,7 +2817,6 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "regex"
 version = "2023.10.3"
 description = "Alternative regular expression module, to replace re."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2948,7 +2914,6 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2968,78 +2933,95 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rich"
-version = "10.16.2"
+version = "13.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-category = "main"
 optional = false
-python-versions = ">=3.6.2,<4.0.0"
+python-versions = ">=3.7.0"
 files = [
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 [package.dependencies]
-colorama = ">=0.4.0,<0.5.0"
-commonmark = ">=0.9.0,<0.10.0"
-pygments = ">=2.6.0,<3.0.0"
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
 
 [package.extras]
-jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "ruamel-yaml"
-version = "0.17.35"
+version = "0.18.2"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
-category = "dev"
 optional = false
 python-versions = ">=3"
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 ]
 
 [package.dependencies]
 "ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.13\""}
 
 [package.extras]
-docs = ["ryd"]
+docs = ["mercurial (>5.7)", "ryd"]
 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
 [[package]]
 name = "ruamel-yaml-clib"
 version = "0.2.8"
 description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
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 optional = false
 python-versions = ">=3.6"
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+    {file = "scikit_learn-1.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:64381066f8aa63c2710e6b56edc9f0894cc7bf59bd71b8ce5613a4559b6145e0"},
+    {file = "scikit_learn-1.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6c43290337f7a4b969d207e620658372ba3c1ffb611f8bc2b6f031dc5c6d1d03"},
+    {file = "scikit_learn-1.3.2-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:dc9002fc200bed597d5d34e90c752b74df516d592db162f756cc52836b38fe0e"},
+    {file = "scikit_learn-1.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1d08ada33e955c54355d909b9c06a4789a729977f165b8bae6f225ff0a60ec4a"},
+    {file = "scikit_learn-1.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:763f0ae4b79b0ff9cca0bf3716bcc9915bdacff3cebea15ec79652d1cc4fa5c9"},
+    {file = "scikit_learn-1.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:ed932ea780517b00dae7431e031faae6b49b20eb6950918eb83bd043237950e0"},
 ]
 
 [package.dependencies]
@@ -3228,7 +3246,6 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (
 name = "scipy"
 version = "1.10.1"
 description = "Fundamental algorithms for scientific computing in Python"
-category = "main"
 optional = true
 python-versions = "<3.12,>=3.8"
 files = [
@@ -3267,7 +3284,6 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 name = "sentencepiece"
 version = "0.1.99"
 description = "SentencePiece python wrapper"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3322,7 +3338,6 @@ files = [
 name = "setuptools"
 version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3335,11 +3350,32 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
+[[package]]
+name = "setuptools-scm"
+version = "8.0.4"
+description = "the blessed package to manage your versions by scm tags"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-scm-8.0.4.tar.gz", hash = "sha256:b5f43ff6800669595193fd09891564ee9d1d7dcb196cab4b2506d53a2e1c95c7"},
+    {file = "setuptools_scm-8.0.4-py3-none-any.whl", hash = "sha256:b47844cd2a84b83b3187a5782c71128c28b4c94cad8bfb871da2784a5cb54c4f"},
+]
+
+[package.dependencies]
+packaging = ">=20"
+setuptools = "*"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
+typing-extensions = "*"
+
+[package.extras]
+docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
+rich = ["rich"]
+test = ["build", "pytest", "rich", "wheel"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3351,7 +3387,6 @@ files = [
 name = "smmap"
 version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3363,7 +3398,6 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3375,7 +3409,6 @@ files = [
 name = "soupsieve"
 version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3385,27 +3418,26 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "5.3.0"
+version = "7.1.2"
 description = "Python documentation generator"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "Sphinx-5.3.0.tar.gz", hash = "sha256:51026de0a9ff9fc13c05d74913ad66047e104f56a129ff73e174eb5c3ee794b5"},
-    {file = "sphinx-5.3.0-py3-none-any.whl", hash = "sha256:060ca5c9f7ba57a08a1219e547b269fadf125ae25b06b9fa7f66768efb652d6d"},
+    {file = "sphinx-7.1.2-py3-none-any.whl", hash = "sha256:d170a81825b2fcacb6dfd5a0d7f578a053e45d3f2b153fecc948c37344eb4cbe"},
+    {file = "sphinx-7.1.2.tar.gz", hash = "sha256:780f4d32f1d7d1126576e0e5ecc19dc32ab76cd24e950228dcf7b1f6d3d9e22f"},
 ]
 
 [package.dependencies]
 alabaster = ">=0.7,<0.8"
 babel = ">=2.9"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.20"
+docutils = ">=0.18.1,<0.21"
 imagesize = ">=1.3"
 importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
 Jinja2 = ">=3.0"
 packaging = ">=21.0"
-Pygments = ">=2.12"
-requests = ">=2.5.0"
+Pygments = ">=2.13"
+requests = ">=2.25.0"
 snowballstemmer = ">=2.0"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
@@ -3416,14 +3448,13 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-bugbear", "flake8-comprehensions", "flake8-simplify", "isort", "mypy (>=0.981)", "sphinx-lint", "types-requests", "types-typed-ast"]
-test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
+test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
 
 [[package]]
 name = "sphinx-basic-ng"
 version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3439,14 +3470,13 @@ docs = ["furo", "ipython", "myst-parser", "sphinx-copybutton", "sphinx-inline-ta
 
 [[package]]
 name = "sphinx-copybutton"
-version = "0.4.0"
+version = "0.5.2"
 description = "Add a copy button to each of your code cells."
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "sphinx-copybutton-0.4.0.tar.gz", hash = "sha256:8daed13a87afd5013c3a9af3575cc4d5bec052075ccd3db243f895c07a689386"},
-    {file = "sphinx_copybutton-0.4.0-py3-none-any.whl", hash = "sha256:4340d33c169dac6dd82dce2c83333412aa786a42dd01a81a8decac3b130dc8b0"},
+    {file = "sphinx-copybutton-0.5.2.tar.gz", hash = "sha256:4cf17c82fb9646d1bc9ca92ac280813a3b605d8c421225fd9913154103ee1fbd"},
+    {file = "sphinx_copybutton-0.5.2-py3-none-any.whl", hash = "sha256:fb543fd386d917746c9a2c50360c7905b605726b9355cd26e9974857afeae06e"},
 ]
 
 [package.dependencies]
@@ -3454,53 +3484,50 @@ sphinx = ">=1.8"
 
 [package.extras]
 code-style = ["pre-commit (==2.12.1)"]
-rtd = ["ipython", "sphinx", "sphinx-book-theme"]
+rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 
 [[package]]
 name = "sphinx-design"
-version = "0.4.1"
+version = "0.5.0"
 description = "A sphinx extension for designing beautiful, view size responsive web components."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "sphinx_design-0.4.1-py3-none-any.whl", hash = "sha256:23bf5705eb31296d4451f68b0222a698a8a84396ffe8378dfd9319ba7ab8efd9"},
-    {file = "sphinx_design-0.4.1.tar.gz", hash = "sha256:5b6418ba4a2dc3d83592ea0ff61a52a891fe72195a4c3a18b2fa1c7668ce4708"},
+    {file = "sphinx_design-0.5.0-py3-none-any.whl", hash = "sha256:1af1267b4cea2eedd6724614f19dcc88fe2e15aff65d06b2f6252cee9c4f4c1e"},
+    {file = "sphinx_design-0.5.0.tar.gz", hash = "sha256:e8e513acea6f92d15c6de3b34e954458f245b8e761b45b63950f65373352ab00"},
 ]
 
 [package.dependencies]
-sphinx = ">=4,<7"
+sphinx = ">=5,<8"
 
 [package.extras]
-code-style = ["pre-commit (>=2.12,<3.0)"]
-rtd = ["myst-parser (>=0.18.0,<2)"]
-testing = ["myst-parser (>=0.18.0,<2)", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"]
-theme-furo = ["furo (>=2022.06.04,<2022.07)"]
-theme-pydata = ["pydata-sphinx-theme (>=0.9.0,<0.10.0)"]
+code-style = ["pre-commit (>=3,<4)"]
+rtd = ["myst-parser (>=1,<3)"]
+testing = ["myst-parser (>=1,<3)", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"]
+theme-furo = ["furo (>=2023.7.0,<2023.8.0)"]
+theme-pydata = ["pydata-sphinx-theme (>=0.13.0,<0.14.0)"]
 theme-rtd = ["sphinx-rtd-theme (>=1.0,<2.0)"]
-theme-sbt = ["sphinx-book-theme (>=0.3.0,<0.4.0)"]
+theme-sbt = ["sphinx-book-theme (>=1.0,<2.0)"]
 
 [[package]]
 name = "sphinx-gitstamp"
-version = "0.3.3"
+version = "0.4.0"
 description = "git timestamp generator for Sphinx"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "sphinx-gitstamp-0.3.3.tar.gz", hash = "sha256:cd8ff6eb2029deed51797c23da4dbcd9e4d1dea261124770f537cb4de86f7e38"},
+    {file = "sphinx-gitstamp-0.4.0.tar.gz", hash = "sha256:ef88b78cba7a1507455f47bbbfc2f073529b3bb2029eef974dbd5357ff9afc49"},
+    {file = "sphinx_gitstamp-0.4.0-py3-none-any.whl", hash = "sha256:c0a32a0033ebeb1b65f6cd41e10a92c16ca4633dbab44e6841016369adab5160"},
 ]
 
 [package.dependencies]
 gitpython = "*"
-six = "*"
 sphinx = ">=1.2"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
 version = "1.0.4"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3516,7 +3543,6 @@ test = ["pytest"]
 name = "sphinxcontrib-devhelp"
 version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3532,7 +3558,6 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3548,7 +3573,6 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3563,7 +3587,6 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3579,7 +3602,6 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3595,7 +3617,6 @@ test = ["pytest"]
 name = "sphinxemoji"
 version = "0.2.0"
 description = "An extension to use emoji codes in your Sphinx documentation"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3607,24 +3628,23 @@ sphinx = ">=1.8"
 
 [[package]]
 name = "sphinxext-opengraph"
-version = "0.4.2"
+version = "0.8.2"
 description = "Sphinx Extension to enable OGP support"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "sphinxext-opengraph-0.4.2.tar.gz", hash = "sha256:5da1a6eaab25e377b841f506ef7d7c44b539428f3d6094ccc16d1dfd3ef65501"},
-    {file = "sphinxext_opengraph-0.4.2-py3-none-any.whl", hash = "sha256:a51f2604f9a5b6c0d25d3a88e694d5c02e20812dc0e482adf96c8628f9109357"},
+    {file = "sphinxext-opengraph-0.8.2.tar.gz", hash = "sha256:45a693b6704052c426576f0a1f630649c55b4188bc49eb63e9587e24a923db39"},
+    {file = "sphinxext_opengraph-0.8.2-py3-none-any.whl", hash = "sha256:6a05bdfe5176d9dd0a1d58a504f17118362ab976631213cd36fb44c4c40544c9"},
 ]
 
 [package.dependencies]
-sphinx = ">=2.0"
+matplotlib = "*"
+sphinx = ">=4.0"
 
 [[package]]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -3644,7 +3664,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "stevedore"
 version = "5.1.0"
 description = "Manage dynamic plugins for Python applications"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3659,7 +3678,6 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 name = "sympy"
 version = "1.12"
 description = "Computer algebra system (CAS) in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3674,7 +3692,6 @@ mpmath = ">=0.19"
 name = "threadpoolctl"
 version = "3.2.0"
 description = "threadpoolctl"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -3684,64 +3701,123 @@ files = [
 
 [[package]]
 name = "tokenizers"
-version = "0.13.3"
-description = "Fast and Customizable Tokenizers"
-category = "main"
+version = "0.14.1"
+description = ""
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "tokenizers-0.13.3-cp310-cp310-macosx_10_11_x86_64.whl", hash = "sha256:f3835c5be51de8c0a092058a4d4380cb9244fb34681fd0a295fbf0a52a5fdf33"},
-    {file = "tokenizers-0.13.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:4ef4c3e821730f2692489e926b184321e887f34fb8a6b80b8096b966ba663d07"},
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 ]
 
+[package.dependencies]
+huggingface_hub = ">=0.16.4,<0.18"
+
 [package.extras]
-dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
-docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
 testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3753,7 +3829,6 @@ files = [
 name = "torch"
 version = "2.0.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -3809,7 +3884,6 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 name = "torchtyping"
 version = "0.1.4"
 description = "Runtime type annotations for the shape, dtype etc. of PyTorch Tensors."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -3825,7 +3899,6 @@ typeguard = ">=2.11.1"
 name = "tornado"
 version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = true
 python-versions = ">= 3.8"
 files = [
@@ -3846,7 +3919,6 @@ files = [
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3865,36 +3937,34 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.11.2"
+version = "5.12.0"
 description = "Traitlets Python configuration system"
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
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+test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "transformers"
-version = "4.33.3"
+version = "4.34.1"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
 accelerate = {version = ">=0.20.3", optional = true, markers = "extra == \"torch\""}
 filelock = "*"
-huggingface-hub = ">=0.15.1,<1.0"
+huggingface-hub = ">=0.16.4,<1.0"
 numpy = ">=1.17"
 packaging = ">=20.0"
 protobuf = {version = "*", optional = true, markers = "extra == \"sentencepiece\""}
@@ -3903,22 +3973,22 @@ regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.3.1"
 sentencepiece = {version = ">=0.1.91,<0.1.92 || >0.1.92", optional = true, markers = "extra == \"sentencepiece\""}
-tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.14"
+tokenizers = ">=0.14,<0.15"
 torch = {version = ">=1.10,<1.12.0 || >1.12.0", optional = true, markers = "extra == \"torch\""}
 tqdm = ">=4.27"
 
 [package.extras]
 accelerate = ["accelerate (>=0.20.3)"]
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-docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
+dev = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.14,<0.15)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
 fairscale = ["fairscale (>0.3)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
@@ -3945,11 +4015,11 @@ tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)",
 tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
-tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
+tokenizers = ["tokenizers (>=0.14,<0.15)"]
 torch = ["accelerate (>=0.20.3)", "torch (>=1.10,!=1.12.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (<10.0.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.15.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.16.4,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (<10.0.0)"]
 
@@ -3957,7 +4027,6 @@ vision = ["Pillow (<10.0.0)"]
 name = "triton"
 version = "2.0.0"
 description = "A language and compiler for custom Deep Learning operations"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3995,7 +4064,6 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 name = "typeguard"
 version = "2.13.3"
 description = "Run-time type checker for Python"
-category = "main"
 optional = false
 python-versions = ">=3.5.3"
 files = [
@@ -4011,7 +4079,6 @@ test = ["mypy", "pytest", "typing-extensions"]
 name = "typing-extensions"
 version = "4.8.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4023,7 +4090,6 @@ files = [
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = true
 python-versions = ">=2"
 files = [
@@ -4033,14 +4099,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.6"
+version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.6-py3-none-any.whl", hash = "sha256:7a7c7003b000adf9e7ca2a377c9688bbc54ed41b985789ed576570342a375cd2"},
-    {file = "urllib3-2.0.6.tar.gz", hash = "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"},
+    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
+    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
 ]
 
 [package.extras]
@@ -4051,14 +4116,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.5"
+version = "20.24.6"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.5-py3-none-any.whl", hash = "sha256:b80039f280f4919c77b30f1c23294ae357c4c8701042086e3fc005963e4e537b"},
-    {file = "virtualenv-20.24.5.tar.gz", hash = "sha256:e8361967f6da6fbdf1426483bfe9fca8287c242ac0bc30429905721cefbff752"},
+    {file = "virtualenv-20.24.6-py3-none-any.whl", hash = "sha256:520d056652454c5098a00c0f073611ccbea4c79089331f60bf9d7ba247bb7381"},
+    {file = "virtualenv-20.24.6.tar.gz", hash = "sha256:02ece4f56fbf939dbbc33c0715159951d6bf14aaf5457b092e4548e1382455af"},
 ]
 
 [package.dependencies]
@@ -4074,7 +4138,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "wcwidth"
 version = "0.2.8"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -4086,7 +4149,6 @@ files = [
 name = "wheel"
 version = "0.41.2"
 description = "A built-package format for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4101,7 +4163,6 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 name = "widgetsnbextension"
 version = "4.0.9"
 description = "Jupyter interactive widgets for Jupyter Notebook"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -4113,7 +4174,6 @@ files = [
 name = "xxhash"
 version = "3.4.1"
 description = "Python binding for xxHash"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -4231,7 +4291,6 @@ files = [
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -4319,7 +4378,6 @@ multidict = ">=4.0"
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4334,9 +4392,9 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [extras]
 datasets = ["datasets"]
 notebook = ["ipykernel", "ipywidgets"]
-sklearn = ["scikit-learn", "joblib"]
+sklearn = ["joblib", "scikit-learn"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.12"
-content-hash = "f13bc01bc5c21eab75fbb86916ed107265ee4c63f7ce6c8e46e6aaad10817818"
+content-hash = "8badb98d875488607f9d7fe1147050d100f3d39c6d56ece149ab070e0b67c145"
diff --git a/pyproject.toml b/pyproject.toml
index a695b568..780c8ec3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 # Poetry pyproject.toml: https://python-poetry.org/docs/pyproject/
 [build-system]
-requires = ["poetry_core>=1.2.0"]
+requires = ["poetry_core>=1.6.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
@@ -47,61 +47,60 @@ classifiers = [  #! Update me
 [tool.poetry.dependencies]
 python = ">=3.8.1,<3.12"
 
-rich = "^10.13.0"
+rich = ">=10.13.0"
 transformers =  { version = ">=4.22.0", extras = ["sentencepiece", "tokenizers", "torch"] }
-protobuf = "^3.20.1"
-captum = "^0.6.0"
-numpy = "^1.21.6"
-torchtyping = "^0.1.4"
+protobuf = ">=3.20.1"
+captum = ">=0.6.0"
+numpy = ">=1.21.6"
+torchtyping = ">=0.1.4"
 typeguard = "<=2.13.3"
 # Omitting future torch releases as they don't install nvidia dependencies: https://github.com/pytorch/pytorch/issues/100974
-torch = "^2.0.0"
-matplotlib = "~3.5.3"
-tqdm = "^4.64.0"
-poethepoet = "^0.13.1"
-nvidia-cublas-cu11 = { version = "11.10.3.66", platform = 'linux' }
-nvidia-cuda-cupti-cu11 = { version = "11.7.101", platform = 'linux' }
-nvidia-cuda-nvrtc-cu11 = { version = "11.7.99", platform = 'linux' }
-nvidia-cuda-runtime-cu11 = { version = "11.7.99", platform = 'linux' }
-nvidia-cudnn-cu11 = { version = "8.5.0.96", platform = 'linux' }
-nvidia-cufft-cu11 = { version = "10.9.0.58", platform = 'linux' }
-nvidia-curand-cu11 = { version = "10.2.10.91", platform = 'linux' }
-nvidia-cusolver-cu11 = { version = "11.4.0.1", platform = 'linux' }
-nvidia-cusparse-cu11 = { version = "11.7.4.91", platform = 'linux' }
-nvidia-nccl-cu11 = { version = "2.14.3", platform = 'linux' }
-nvidia-nvtx-cu11 = { version = "11.7.91", platform = 'linux' }
-
-ipykernel = { version = "^6.19.2", optional = true }
-ipywidgets = { version = "^8.0.0rc2", optional = true }
-joblib = { version = "^1.2.0", optional = true }
-scikit-learn = { version = "^1.1.1", optional = true }
-scipy = { version = "^1.8.1", optional = true}
+torch = ">=2.0.0"
+matplotlib = ">=3.5.3"
+tqdm = ">=4.64.0"
+poethepoet = ">=0.13.1"
+nvidia-cublas-cu11 = { version = ">=11.10.3.66", platform = 'linux' }
+nvidia-cuda-cupti-cu11 = { version = ">=11.7.101", platform = 'linux' }
+nvidia-cuda-nvrtc-cu11 = { version = ">=11.7.99", platform = 'linux' }
+nvidia-cuda-runtime-cu11 = { version = ">=11.7.99", platform = 'linux' }
+nvidia-cudnn-cu11 = { version = ">=8.5.0.96", platform = 'linux' }
+nvidia-cufft-cu11 = { version = ">=10.9.0.58", platform = 'linux' }
+nvidia-curand-cu11 = { version = ">=10.2.10.91", platform = 'linux' }
+nvidia-cusolver-cu11 = { version = ">=11.4.0.1", platform = 'linux' }
+nvidia-cusparse-cu11 = { version = ">=11.7.4.91", platform = 'linux' }
+nvidia-nccl-cu11 = { version = ">=2.14.3", platform = 'linux' }
+nvidia-nvtx-cu11 = { version = ">=11.7.91", platform = 'linux' }
+
+ipykernel = { version = ">=6.19.2", optional = true }
+ipywidgets = { version = ">=8.0.0rc2", optional = true }
+joblib = { version = ">=1.2.0", optional = true }
+scikit-learn = { version = ">=1.1.1", optional = true }
+scipy = { version = ">=1.8.1", optional = true}
 datasets = { version = ">=2.3.2", optional = true }
 
 [tool.poetry.group.docs]
 optional = true
 
 [tool.poetry.group.docs.dependencies]
-sphinx = "^5.3.0"
-sphinxemoji = "^0.2.0"
-sphinxext-opengraph = "^0.4.2"
-sphinx-copybutton = "^0.4.0"
-sphinx-gitstamp = "^0.3.2"
-sphinx-design = "^0.4.1"
-furo = "^2022.12.7"
+sphinx = ">=5.3.0"
+sphinxemoji = ">=0.2.0"
+sphinxext-opengraph = ">=0.4.2"
+sphinx-copybutton = ">=0.4.0"
+sphinx-gitstamp = ">=0.3.2"
+sphinx-design = ">=0.4.1"
+furo = ">=2022.12.7"
 
 [tool.poetry.group.lint]
 optional = true
 
 [tool.poetry.group.lint.dependencies]
-bandit = "^1.7.4"
-safety = "^2.2.0"
-black = "^22.6.0"
-darglint = "^1.8.1"
-pre-commit = "^2.19.0"
-pytest = "^7.2.0"
-pytest-cov = "^4.0.0"
-ruff  = "^0.0.252"
+bandit = ">=1.7.4"
+safety = ">=2.2.0"
+darglint = ">=1.8.1"
+pre-commit = ">=2.19.0"
+pytest = ">=7.2.0"
+pytest-cov = ">=4.0.0"
+ruff  = ">=0.1.2"
 
 [tool.poetry.extras]
 sklearn = ["scikit-learn", "joblib"]
@@ -113,29 +112,6 @@ upgrade-pip = "python -m pip install --upgrade pip"
 torch-cpu = "python -m pip install torch --index-url https://download.pytorch.org/whl/cpu"
 torch-cuda = "python -m pip install torch"
 
-[tool.black]
-# https://github.com/psf/black
-target-version = ["py38"]
-preview = true
-line-length = 119
-color = true
-
-exclude = '''
-/(
-    \.git
-    | \.hg
-    | \.mypy_cache
-    | \.tox
-    | \.venv
-    | _build
-    | buck-out
-    | build
-    | dist
-    | env
-    | venv
-)/
-'''
-
 
 [tool.mypy]
 # https://mypy.readthedocs.io/en/latest/config_file.html#using-a-pyproject-toml-file
@@ -209,15 +185,16 @@ exclude = [
 ]
 fix = true
 ignore = [
-    "C901",
-    "E731",
-    "E741",
-    "F821",
-    "C901",
-    "B006",
-    "PLR2004",
-    "PLR0913",
-    "PLR0915",
+    "B006", # mutable default argument
+    "C901", # function too complex
+    "E501", # line too long (handled by format)
+    "E731", # do not assign a lambda expression, use a def
+    "E741", # ambiguous variable name
+    "F821", # undefined name
+    "PLR2004", # unnamed numerical constants used
+    "PLR0913", # too many arguments
+    "PLR0915", # too many statements
+    "W191", # indentation contains tabs (handled by format)
 ]
 line-length = 119
 select = [
@@ -227,7 +204,6 @@ select = [
     "C", # flake8-comprehensions
     #"D", # flake8-docstrings
     "B", # flake8-bugbear
-    "Q", # flake8-quotes
     "I", # isort
     "UP", # flake8-pyupgrade
     "PLC", # flake8-pylint
@@ -235,11 +211,13 @@ select = [
     "PLR", # flake8-pylint
     "PLW", # flake8-pylint
 ]
-src = ["inseq", "tests"]
+src = ["inseq", "examples", "tests"]
+extend-include = ["*.ipynb"]
 
 
 [tool.ruff.per-file-ignores]
 "__init__.py" = ["F401"]
+"**/examples/*" = ["B018", "E402"]
 
 [tool.ruff.isort]
 known-first-party = ["inseq"]
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d483cdfb..a910fa99 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,101 +1,101 @@
-accelerate==0.23.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-aiohttp==3.8.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+accelerate==0.24.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+aiohttp==3.8.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 aiosignal==1.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 alabaster==0.7.13 ; python_full_version >= "3.8.1" and python_version < "3.12"
-appnope==0.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and platform_system == "Darwin" or python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "darwin"
+appnope==0.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and (platform_system == "Darwin" or sys_platform == "darwin")
 asttokens==2.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 async-timeout==4.0.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 attrs==23.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-babel==2.13.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+babel==2.13.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 backcall==0.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 bandit==1.7.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 beautifulsoup4==4.12.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-black==22.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 captum==0.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "3.12"
 cffi==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12" and implementation_name == "pypy"
 cfgv==3.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-charset-normalizer==3.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+charset-normalizer==3.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 click==8.1.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cmake==3.27.6 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cmake==3.27.7 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12" and (platform_system == "Windows" or sys_platform == "win32")
 comm==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-commonmark==0.9.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+contourpy==1.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 coverage[toml]==7.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cycler==0.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cycler==0.12.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 darglint==1.8.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-datasets==2.14.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+datasets==2.14.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 debugpy==1.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 decorator==5.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 dill==0.3.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
 distlib==0.3.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
-docutils==0.19 ; python_full_version >= "3.8.1" and python_version < "3.12"
+docutils==0.20.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 dparse==0.6.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 exceptiongroup==1.1.3 ; python_full_version >= "3.8.1" and python_version < "3.11"
 executing==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 filelock==3.12.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fonttools==4.43.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fonttools==4.43.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 frozenlist==1.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fsspec==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fsspec[http]==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-furo==2022.12.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
-gitdb==4.0.10 ; python_full_version >= "3.8.1" and python_version < "3.12"
-gitpython==3.1.37 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fsspec==2023.10.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fsspec[http]==2023.10.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+furo==2023.9.10 ; python_full_version >= "3.8.1" and python_version < "3.12"
+gitdb==4.0.11 ; python_full_version >= "3.8.1" and python_version < "3.12"
+gitpython==3.1.40 ; python_full_version >= "3.8.1" and python_version < "3.12"
 huggingface-hub==0.17.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 identify==2.5.30 ; python_full_version >= "3.8.1" and python_version < "3.12"
 idna==3.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 imagesize==1.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 importlib-metadata==6.8.0 ; python_full_version >= "3.8.1" and python_version < "3.10"
+importlib-resources==6.1.0 ; python_full_version >= "3.8.1" and python_version < "3.10"
 iniconfig==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ipykernel==6.25.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ipykernel==6.26.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 ipython==8.12.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 ipywidgets==8.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jedi==0.19.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 joblib==1.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-jupyter-client==8.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-jupyter-core==5.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+jupyter-client==8.5.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+jupyter-core==5.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 jupyterlab-widgets==3.0.9 ; python_full_version >= "3.8.1" and python_version < "3.12"
 kiwisolver==1.4.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-lit==17.0.2 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+lit==17.0.3 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+markdown-it-py==3.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 matplotlib-inline==0.1.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
-matplotlib==3.5.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+matplotlib==3.7.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+mdurl==0.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 mpmath==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 multidict==6.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 multiprocess==0.70.15 ; python_full_version >= "3.8.1" and python_version < "3.12"
-mypy-extensions==1.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 nest-asyncio==1.5.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
 networkx==3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 nodeenv==1.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-numpy==1.24.4 ; python_version < "3.12" and python_full_version >= "3.8.1"
-nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-packaging==21.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+numpy==1.24.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+packaging==23.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pandas==2.0.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 parso==0.8.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pastel==0.2.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pathspec==0.11.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pbr==5.11.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pexpect==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform != "win32"
 pickleshare==0.7.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pillow==10.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pillow==10.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 platformdirs==3.11.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pluggy==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-poethepoet==0.13.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pre-commit==2.21.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+poethepoet==0.24.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pre-commit==3.5.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 prompt-toolkit==3.0.39 ; python_full_version >= "3.8.1" and python_version < "3.12"
-protobuf==3.20.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-psutil==5.9.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+protobuf==4.24.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+psutil==5.9.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 ptyprocess==0.7.0 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform != "win32"
 pure-eval==0.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyarrow==13.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -103,7 +103,7 @@ pycparser==2.21 ; python_full_version >= "3.8.1" and python_version < "3.12" and
 pygments==2.16.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyparsing==3.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pytest-cov==4.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pytest==7.4.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pytest==7.4.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 python-dateutil==2.8.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pytz==2023.3.post1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_full_version >= "3.8.1" and python_version < "3.12"
@@ -111,25 +111,26 @@ pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyzmq==25.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-rich==10.16.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+rich==13.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 ruamel-yaml-clib==0.2.8 ; platform_python_implementation == "CPython" and python_version < "3.12" and python_full_version >= "3.8.1"
-ruamel-yaml==0.17.35 ; python_full_version >= "3.8.1" and python_version < "3.12"
-ruff==0.0.252 ; python_full_version >= "3.8.1" and python_version < "3.12"
-safetensors==0.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-safety==2.3.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-scikit-learn==1.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ruamel-yaml==0.18.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+ruff==0.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+safetensors==0.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+safety==2.3.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+scikit-learn==1.3.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 scipy==1.10.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sentencepiece==0.1.99 ; python_full_version >= "3.8.1" and python_version < "3.12"
+setuptools-scm==8.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 setuptools==68.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 six==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 smmap==5.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 snowballstemmer==2.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 soupsieve==2.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinx-basic-ng==1.0.0b2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-sphinx-copybutton==0.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-sphinx-design==0.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-sphinx-gitstamp==0.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-sphinx==5.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+sphinx-copybutton==0.5.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+sphinx-design==0.5.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+sphinx-gitstamp==0.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+sphinx==7.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxcontrib-applehelp==1.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxcontrib-devhelp==1.0.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxcontrib-htmlhelp==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
@@ -137,27 +138,27 @@ sphinxcontrib-jsmath==1.0.1 ; python_full_version >= "3.8.1" and python_version
 sphinxcontrib-qthelp==1.0.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxcontrib-serializinghtml==1.1.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sphinxemoji==0.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-sphinxext-opengraph==0.4.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
+sphinxext-opengraph==0.8.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 stack-data==0.6.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 stevedore==5.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sympy==1.12 ; python_full_version >= "3.8.1" and python_version < "3.12"
 threadpoolctl==3.2.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-tokenizers==0.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+tokenizers==0.14.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tomli==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-torch==2.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+torch==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 torchtyping==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tornado==6.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-traitlets==5.11.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-transformers[sentencepiece,tokenizers,torch]==4.33.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+traitlets==5.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+transformers[sentencepiece,tokenizers,torch]==4.34.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 triton==2.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 typeguard==2.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tzdata==2023.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-urllib3==2.0.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
-virtualenv==20.24.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+urllib3==2.0.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
+virtualenv==20.24.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 wcwidth==0.2.8 ; python_full_version >= "3.8.1" and python_version < "3.12"
-wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
 widgetsnbextension==4.0.9 ; python_full_version >= "3.8.1" and python_version < "3.12"
 xxhash==3.4.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 yarl==1.9.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
diff --git a/requirements.txt b/requirements.txt
index 6c08e8e1..0ea9bba0 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,61 +1,66 @@
-accelerate==0.23.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+accelerate==0.24.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 captum==0.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "3.12"
-charset-normalizer==3.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cmake==3.27.6 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
-commonmark==0.9.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-cycler==0.12.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+charset-normalizer==3.3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cmake==3.27.7 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "3.12" and platform_system == "Windows"
+contourpy==1.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+cycler==0.12.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 filelock==3.12.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fonttools==4.43.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-fsspec==2023.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fonttools==4.43.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+fsspec==2023.10.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 huggingface-hub==0.17.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 idna==3.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+importlib-resources==6.1.0 ; python_full_version >= "3.8.1" and python_version < "3.10"
 jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 kiwisolver==1.4.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
-lit==17.0.2 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+lit==17.0.3 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+markdown-it-py==3.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-matplotlib==3.5.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+matplotlib==3.7.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+mdurl==0.1.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 mpmath==1.3.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 networkx==3.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 numpy==1.24.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
-packaging==21.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+nvidia-cublas-cu11==11.10.3.66 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-cupti-cu11==11.7.101 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-nvrtc-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cuda-runtime-cu11==11.7.99 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cudnn-cu11==8.5.0.96 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cufft-cu11==10.9.0.58 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-curand-cu11==10.2.10.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cusolver-cu11==11.4.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-cusparse-cu11==11.7.4.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-nccl-cu11==2.14.3 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+nvidia-nvtx-cu11==11.7.91 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+packaging==23.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pastel==0.2.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-pillow==10.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-poethepoet==0.13.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-protobuf==3.20.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
-psutil==5.9.5 ; python_full_version >= "3.8.1" and python_version < "3.12"
+pillow==10.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+poethepoet==0.24.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
+protobuf==4.24.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+psutil==5.9.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pygments==2.16.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyparsing==3.1.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 python-dateutil==2.8.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-rich==10.16.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
-safetensors==0.3.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+rich==13.6.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+safetensors==0.4.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sentencepiece==0.1.99 ; python_full_version >= "3.8.1" and python_version < "3.12"
-setuptools==68.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+setuptools-scm==8.0.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
+setuptools==68.2.2 ; python_full_version >= "3.8.1" and python_version < "3.12"
 six==1.16.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 sympy==1.12 ; python_full_version >= "3.8.1" and python_version < "3.12"
-tokenizers==0.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+tokenizers==0.14.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tomli==2.0.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-torch==2.1.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
+torch==2.0.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
 torchtyping==0.1.4 ; python_full_version >= "3.8.1" and python_version < "3.12"
 tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
-transformers[sentencepiece,tokenizers,torch]==4.33.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
+transformers[sentencepiece,tokenizers,torch]==4.34.1 ; python_full_version >= "3.8.1" and python_version < "3.12"
 triton==2.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
 typeguard==2.13.3 ; python_full_version >= "3.8.1" and python_version < "3.12"
 typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "3.12"
-urllib3==2.0.6 ; python_full_version >= "3.8.1" and python_version < "3.12"
-wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and sys_platform == "linux" or platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.1" and python_version < "3.12"
+urllib3==2.0.7 ; python_full_version >= "3.8.1" and python_version < "3.12"
+wheel==0.41.2 ; python_full_version >= "3.8.1" and python_version < "3.12" and (sys_platform == "linux" or platform_system == "Linux") and (sys_platform == "linux" or platform_machine == "x86_64")
+zipp==3.17.0 ; python_full_version >= "3.8.1" and python_version < "3.10"