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Add Mistral Large 123B #1673

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Aug 13, 2024
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Add Mistral Large 123B #1673

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4 changes: 2 additions & 2 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -99,7 +99,7 @@ Every model is written from scratch to maximize performance and remove layers of
| Llama 3 & 3.1 | 8B, 70B, 405B | Meta AI | [Meta AI 2024](https://github.com/meta-llama/llama3) |
| Code Llama | 7B, 13B, 34B, 70B | Meta AI | [Rozière et al. 2023](https://arxiv.org/abs/2308.12950) |
| Mixtral MoE | 8x7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/mixtral-of-experts/) |
| Mistral | 7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| Mistral | 7B, 123B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| CodeGemma | 7B | Google | [Google Team, Google Deepmind](https://ai.google.dev/gemma/docs/codegemma) |
| Gemma 2 | 2B, 9B, 27B | Google | [Google Team, Google Deepmind](https://storage.googleapis.com/deepmind-media/gemma/gemma-2-report.pdf) |
| Phi 3 | 3.8B | Microsoft | [Abdin et al. 2024](https://arxiv.org/abs/2404.14219) |
Expand Down Expand Up @@ -129,7 +129,7 @@ Every model is written from scratch to maximize performance and remove layers of
| Mathstral | 7B | Mistral AI | [Mistral AI 2024](https://mistral.ai/news/mathstral/) |
| MicroLlama | 300M | Ken Wang | [MicroLlama repo](https://github.com/keeeeenw/MicroLlama) |
| Mixtral MoE | 8x7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/mixtral-of-experts/) |
| Mistral | 7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| Mistral | 7B, 123B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| Nous-Hermes | 7B, 13B, 70B | NousResearch | [Org page](https://huggingface.co/NousResearch) |
| OpenLLaMA | 3B, 7B, 13B | OpenLM Research | [Geng & Liu 2023](https://github.com/openlm-research/open_llama) |
| Phi 1.5 & 2 | 1.3B, 2.7B | Microsoft Research | [Li et al. 2023](https://arxiv.org/abs/2309.05463) |
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20 changes: 20 additions & 0 deletions litgpt/config.py
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Expand Up @@ -1756,6 +1756,26 @@ def norm_class(self) -> Type:
intermediate_size=14336,
)
)
configs.append(
# https://huggingface.co/mistralai/Mistral-Large-Instruct-2407/blob/main/config.json
dict(
name="Mistral-Large-Instruct-2407",
hf_config=dict(org="mistralai", name="Mistral-Large-Instruct-2407"),
padded_vocab_size=32768,
block_size=32768,
n_layer=88,
n_head=96,
n_embd=12288,
n_query_groups=8,
rotary_percentage=1.0,
parallel_residual=False,
bias=False,
norm_class_name="RMSNorm",
norm_eps=1e-05,
mlp_class_name="LLaMAMLP",
intermediate_size=28672,
)
)


############
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5 changes: 4 additions & 1 deletion tutorials/download_model_weights.md
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Expand Up @@ -23,7 +23,7 @@ LitGPT supports a variety of LLM architectures with publicly available weights.
| Mathstral | 7B | Mistral AI | [Mistral AI 2024](https://mistral.ai/news/mathstral/) |
| MicroLlama | 300M | Ken Wang | [MicroLlama repo](https://github.com/keeeeenw/MicroLlama)
| Mixtral MoE | 8x7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/mixtral-of-experts/) |
| Mistral | 7B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| Mistral | 7B, 123B | Mistral AI | [Mistral AI 2023](https://mistral.ai/news/announcing-mistral-7b/) |
| Nous-Hermes | 7B, 13B, 70B | NousResearch | [Org page](https://huggingface.co/NousResearch) |
| OpenLLaMA | 3B, 7B, 13B | OpenLM Research | [Geng & Liu 2023](https://github.com/openlm-research/open_llama) |
| Phi 1.5 & 2 | 1.3B, 2.7B | Microsoft Research | [Li et al. 2023](https://arxiv.org/abs/2309.05463) |
Expand Down Expand Up @@ -136,7 +136,10 @@ microsoft/Phi-3-mini-4k-instruct
mistralai/mathstral-7B-v0.1
mistralai/Mistral-7B-Instruct-v0.1
mistralai/Mistral-7B-Instruct-v0.2
mistralai/Mistral-7B-Instruct-v0.3
mistralai/Mistral-7B-v0.1
mistralai/Mistral-7B-v0.3
mistralai/Mistral-Large-Instruct-2407
mistralai/Mixtral-8x7B-Instruct-v0.1
mistralai/Mixtral-8x7B-v0.1
NousResearch/Nous-Hermes-13b
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