2.1.0 Release

.gitignore

@@ -159,4 +159,7 @@ cython_debug/
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
 
-localtesting/
+localtesting/
+
+# pm2 config file
+app.config.js

docs/running_a_validator.md

@@ -57,7 +57,7 @@ btcli wallet faucet --wallet.name validator --subtensor.network test
 Register your UID on the test network:
 
 ```sh
-btcli wallet recycle_register --subtensor.network test
+btcli subnets register --subtensor.network test
 ```
 
 ## 5. Start the Process

neurons/miners/bittensorLM/README.md

@@ -14,7 +14,7 @@ usage: miner.py [-h] [--axon.port AXON.PORT] [--subtensor.network SUBTENSOR.NETW
                 [--miner.blacklist.force_validator_permit] [--miner.blacklist.allow_non_registered] [--miner.blacklist.minimum_stake_requirement MINER.BLACKLIST.MINIMUM_STAKE_REQUIREMENT]
                 [--miner.blacklist.prompt_cache_block_span MINER.BLACKLIST.PROMPT_CACHE_BLOCK_SPAN] [--miner.blacklist.use_prompt_cache] [--miner.blacklist.min_request_period MINER.BLACKLIST.MIN_REQUEST_PERIOD]
                 [--miner.priority.default MINER.PRIORITY.DEFAULT] [--miner.priority.time_stake_multiplicate MINER.PRIORITY.TIME_STAKE_MULTIPLICATE]
-                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.no_register] [--miner.mock_subtensor] [--wandb.on]
+                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.mock_subtensor] [--wandb.on]
                 [--wandb.project_name WANDB.PROJECT_NAME] [--wandb.entity WANDB.ENTITY] [--logging.debug] [--logging.trace] [--logging.record_log] [--logging.logging_dir LOGGING.LOGGING_DIR] [--wallet.name WALLET.NAME]
                 [--wallet.hotkey WALLET.HOTKEY] [--wallet.path WALLET.PATH] [--config CONFIG] [--strict] [--no_version_checking] [--no_prompt]
 
@@ -60,7 +60,6 @@ options:
   --miner.no_serve      If True, the miner doesnt serve the axon.
   --miner.no_start_axon
                         If True, the miner doesnt start the axon.
-  --miner.no_register   If True, the miner doesnt register its wallet.
   --miner.mock_subtensor
                         If True, the miner will allow non-registered hotkeys to mine.
   --wandb.on            Turn on wandb.

neurons/miners/openai/README.md

@@ -38,7 +38,7 @@ usage: miner.py [-h] [--axon.port AXON.PORT] [--subtensor.network SUBTENSOR.NETW
                 [--miner.blacklist.force_validator_permit] [--miner.blacklist.allow_non_registered] [--miner.blacklist.minimum_stake_requirement MINER.BLACKLIST.MINIMUM_STAKE_REQUIREMENT]
                 [--miner.blacklist.prompt_cache_block_span MINER.BLACKLIST.PROMPT_CACHE_BLOCK_SPAN] [--miner.blacklist.use_prompt_cache] [--miner.blacklist.min_request_period MINER.BLACKLIST.MIN_REQUEST_PERIOD]
                 [--miner.priority.default MINER.PRIORITY.DEFAULT] [--miner.priority.time_stake_multiplicate MINER.PRIORITY.TIME_STAKE_MULTIPLICATE]
-                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.no_register] [--miner.mock_subtensor] [--wandb.on]
+                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.mock_subtensor] [--wandb.on]
                 [--wandb.project_name WANDB.PROJECT_NAME] [--wandb.entity WANDB.ENTITY] [--logging.debug] [--logging.trace] [--logging.record_log] [--logging.logging_dir LOGGING.LOGGING_DIR] [--wallet.name WALLET.NAME]
                 [--wallet.hotkey WALLET.HOTKEY] [--wallet.path WALLET.PATH] [--config CONFIG] [--strict] [--no_version_checking] [--no_prompt]
 
@@ -84,7 +84,6 @@ options:
   --miner.no_serve      If True, the miner doesnt serve the axon.
   --miner.no_start_axon
                         If True, the miner doesnt start the axon.
-  --miner.no_register   If True, the miner doesnt register its wallet.
   --miner.mock_subtensor
                         If True, the miner will allow non-registered hotkeys to mine.
   --wandb.on            Turn on wandb.

neurons/miners/vicuna/README.md

@@ -69,7 +69,7 @@ usage: miner.py [-h] [--axon.port AXON.PORT] [--subtensor.network SUBTENSOR.NETW
                 [--miner.blacklist.force_validator_permit] [--miner.blacklist.allow_non_registered] [--miner.blacklist.minimum_stake_requirement MINER.BLACKLIST.MINIMUM_STAKE_REQUIREMENT]
                 [--miner.blacklist.prompt_cache_block_span MINER.BLACKLIST.PROMPT_CACHE_BLOCK_SPAN] [--miner.blacklist.use_prompt_cache] [--miner.blacklist.min_request_period MINER.BLACKLIST.MIN_REQUEST_PERIOD]
                 [--miner.priority.default MINER.PRIORITY.DEFAULT] [--miner.priority.time_stake_multiplicate MINER.PRIORITY.TIME_STAKE_MULTIPLICATE]
-                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.no_register] [--miner.mock_subtensor] [--wandb.on]
+                [--miner.priority.len_request_timestamps MINER.PRIORITY.LEN_REQUEST_TIMESTAMPS] [--miner.no_set_weights] [--miner.no_serve] [--miner.no_start_axon] [--miner.mock_subtensor] [--wandb.on]
                 [--wandb.project_name WANDB.PROJECT_NAME] [--wandb.entity WANDB.ENTITY] [--logging.debug] [--logging.trace] [--logging.record_log] [--logging.logging_dir LOGGING.LOGGING_DIR] [--wallet.name WALLET.NAME]
                 [--wallet.hotkey WALLET.HOTKEY] [--wallet.path WALLET.PATH] [--config CONFIG] [--strict] [--no_version_checking] [--no_prompt]
 
@@ -115,7 +115,6 @@ options:
   --miner.no_serve      If True, the miner doesnt serve the axon.
   --miner.no_start_axon
                         If True, the miner doesnt start the axon.
-  --miner.no_register   If True, the miner doesnt register its wallet.
   --miner.mock_subtensor
                         If True, the miner will allow non-registered hotkeys to mine.
   --wandb.on            Turn on wandb.

neurons/validators/validator.py

@@ -46,19 +46,23 @@
 # Load gating models
 from prompting.validators.reward import (
     Blacklist,
-    TaskValidator,
     NSFWRewardModel,
     DirectPreferenceRewardModel,
     OpenAssistantRewardModel,
     ReciprocateRewardModel,
     RelevanceRewardModel,
-    MockRewardModel,
     DahoasRewardModel,
     DiversityRewardModel,
     PromptRewardModel,
     RewardModelType,
 )
 
+from prompting.validators.penalty import (
+    TaskValidationPenaltyModel,
+    KeywordMatchPenaltyModel,
+    ContentMatchPenaltyModel,
+)
+
 
 class neuron:
     @classmethod
@@ -189,8 +193,12 @@ def __init__(self):
                 self.blacklist,
                 MockRewardModel(RewardModelType.nsfw.value),
             ]
+            self.penalty_functions = [
+                TaskValidationPenaltyModel(max_penalty=0.1),
+                ContentMatchPenaltyModel(max_penalty=0.1),
+                KeywordMatchPenaltyModel(max_penalty=1),
+            ]
             bt.logging.debug(str(self.reward_functions))
-            self.blacklist = MockRewardModel(RewardModelType.blacklist.value)
         else:
             self.reward_weights = torch.tensor(
                 [
@@ -245,11 +253,6 @@ def __init__(self):
                 if not self.config.neuron.blacklist_off
                 else MockRewardModel(RewardModelType.blacklist.value)
             )
-            task_validator = (
-                TaskValidator()
-                if not self.config.neuron.task_validator_off
-                else MockRewardModel(RewardModelType.task_validator.value)
-            )
             relevance_model = (
                 RelevanceRewardModel(device=self.device)
                 if not self.config.neuron.relevance_off
@@ -268,13 +271,20 @@ def __init__(self):
 
             self.masking_functions = [
                 self.blacklist,
-                task_validator,
                 relevance_model,
                 self.diversity_model,
                 nsfw_model,
             ]
+
+            self.penalty_functions = [
+                TaskValidationPenaltyModel(max_penalty=0.1),
+                ContentMatchPenaltyModel(max_penalty=0.1),
+                KeywordMatchPenaltyModel(max_penalty=1),
+            ]
+
             bt.logging.debug(str(self.reward_functions))
             bt.logging.debug(str(self.masking_functions))
+            bt.logging.debug(str(self.penalty_functions))
 
         # Init the event loop.
         self.loop = asyncio.get_event_loop()

prompting/baseminer/config.py

@@ -199,12 +199,6 @@ def get_config() -> "bt.Config":
         help="If True, the miner doesnt start the axon.",
         default=False,
     )
-    parser.add_argument(
-        "--miner.no_register",
-        action="store_true",
-        help="If True, the miner doesnt register its wallet.",
-        default=False,
-    )
 
     # Mocks.
     parser.add_argument(

prompting/baseminer/miner.py

@@ -68,9 +68,6 @@ def __init__(self, config=None, axon=None, wallet=None, subtensor=None):
 
         # Activating Bittensor's logging with the set configurations.
         bt.logging(config=self.config, logging_dir=self.config.full_path)
-        bt.logging.info(
-            f"Running miner for subnet: {self.config.netuid} on network: {self.config.subtensor.chain_endpoint} with config:"
-        )
 
         if not self.config.miner.blacklist.force_validator_permit:
             bt.logging.warning(
@@ -89,7 +86,10 @@ def __init__(self, config=None, axon=None, wallet=None, subtensor=None):
 
         # subtensor manages the blockchain connection, facilitating interaction with the Bittensor blockchain.
         self.subtensor = subtensor or bt.subtensor(config=self.config)
-        bt.logging.info(f"Subtensor: {subtensor}")
+        bt.logging.info(f"Subtensor: {self.subtensor}")
+        bt.logging.info(
+            f"Running miner for subnet: {self.config.netuid} on network: {self.subtensor.chain_endpoint} with config:"
+        )
 
         # metagraph provides the network's current state, holding state about other participants in a subnet.
         self.metagraph = self.subtensor.metagraph(self.config.netuid)

prompting/baseminer/run.py

@@ -28,7 +28,7 @@ def run(self):
     Initiates and manages the main loop for the miner on the Bittensor network.
 
     This function performs the following primary tasks:
-    1. Optionally registers the miner's wallet with the network.
+    1. Check for registration on the Bittensor network.
     2. Attaches the miner's forward, blacklist, and priority functions to its axon.
     3. Starts the miner's axon, making it active on the network.
     4. Regularly updates the metagraph with the latest network state.
@@ -48,12 +48,16 @@ def run(self):
         KeyboardInterrupt: If the miner is stopped by a manual interruption.
         Exception: For unforeseen errors during the miner's operation, which are logged for diagnosis.
     """
-    # --- Optionally register the wallet.
-    if not self.config.miner.no_register:
-        bt.logging.info(
-            f"Registering wallet: {self.wallet} on netuid {self.config.netuid}"
+    # --- Check for registration.
+    if not self.subtensor.is_hotkey_registered(
+        netuid=self.config.netuid,
+        hotkey=self.wallet.hotkey.ss58_address,
+    ):
+        bt.logging.error(
+            f"Wallet: {self.wallet} is not registered on netuid {self.config.netuid}"
+            f"Please register the hotkey using `btcli subnets register` before trying again"
         )
-        self.subtensor.register(netuid=self.config.netuid, wallet=self.wallet)
+        exit()
 
     # Serve passes the axon information to the network + netuid we are hosting on.
     # This will auto-update if the axon port of external ip have changed.

prompting/protocol.py

@@ -160,17 +160,6 @@ class StreamPrompting(bt.StreamingSynapse):
     - `extract_response_json`: Extracts relevant JSON data from the response, useful for gaining insights on the response's
                                metadata or for debugging purposes.
 
-    Example usage:
-    ```python
-    stream_prompter = StreamPrompting(roles=["role1", "role2"], messages=["message1", "message2"])
-    # Process a streaming response...
-    stream_prompter.process_streaming_response(response)
-    # Access the result
-    result = stream_prompter.deserialize()
-    # Extract response metadata
-    json_info = stream_prompter.extract_response_json(response)
-    ```
-
     Note: While you can directly use the `StreamPrompting` class, it's designed to be extensible. Thus, you can create
     subclasses to further customize behavior for specific prompting scenarios or requirements.
     """
@@ -215,18 +204,6 @@ async def process_streaming_response(self, response: StreamingResponse):
         Args:
             response: The streaming response object containing the content chunks to be processed. Each chunk in this
                       response is expected to be a set of tokens that can be decoded and split into individual messages or prompts.
-
-        Usage:
-            Generally, this method is called when there's an incoming streaming response to be processed.
-
-            ```python
-            stream_prompter = StreamPrompting(roles=["role1", "role2"], messages=["message1", "message2"])
-            await stream_prompter.process_streaming_response(response)
-            ```
-
-        Note:
-            It's important to remember that this method is asynchronous. Ensure it's called within an appropriate
-            asynchronous context.
         """
         if self.completion is None:
             self.completion = ""
@@ -235,6 +212,7 @@ async def process_streaming_response(self, response: StreamingResponse):
             for token in tokens:
                 if token:
                     self.completion += token
+            yield tokens
 
     def deserialize(self) -> str:
         """
@@ -266,19 +244,6 @@ def extract_response_json(self, response: StreamingResponse) -> dict:
                 - Dendrite and Axon related information extracted from headers.
                 - Roles and Messages pertaining to the current StreamPrompting instance.
                 - The accumulated completion.
-
-        Usage:
-            This method can be used after processing a response to gather detailed metadata:
-
-            ```python
-            stream_prompter = StreamPrompting(roles=["role1", "role2"], messages=["message1", "message2"])
-            # After processing the response...
-            json_info = stream_prompter.extract_response_json(response)
-            ```
-
-        Note:
-            While the primary output is the structured dictionary, understanding this output can be instrumental in
-            troubleshooting or in extracting specific insights about the interaction with the Bittensor network.
         """
         headers = {
             k.decode("utf-8"): v.decode("utf-8")

prompting/validators/__init__.py

@@ -27,7 +27,7 @@
 from . import event
 from . import dataset
 
-__version__ = "2.0.2"
+__version__ = "2.1.0"
 version_split = __version__.split(".")
 __spec_version__ = (
     (1000 * int(version_split[0]))

prompting/validators/config.py

@@ -135,7 +135,7 @@ def add_args(cls, parser):
         "--neuron.num_followup_steps",
         type=int,
         help="How many followup steps to take.",
-        default=4,
+        default=3,
     )
 
     parser.add_argument(