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Oct 1, 2024
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[Doc] Update list of supported models #8987

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Update list of supported models
DarkLight1337 Oct 1, 2024
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DarkLight1337 Oct 1, 2024
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Update jamba
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20 changes: 16 additions & 4 deletions docs/source/models/supported_models.rst
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Expand Up @@ -20,15 +20,15 @@ Decoder-only Language Models
- Example HuggingFace Models
- :ref:`LoRA <lora>`
* - :code:`AquilaForCausalLM`
- Aquila & Aquila2
- Aquila, Aquila2
- :code:`BAAI/Aquila-7B`, :code:`BAAI/AquilaChat-7B`, etc.
- ✅︎
* - :code:`ArcticForCausalLM`
- Arctic
- :code:`Snowflake/snowflake-arctic-base`, :code:`Snowflake/snowflake-arctic-instruct`, etc.
-
* - :code:`BaiChuanForCausalLM`
- Baichuan & Baichuan2
- Baichuan2, Baichuan
- :code:`baichuan-inc/Baichuan2-13B-Chat`, :code:`baichuan-inc/Baichuan-7B`, etc.
- ✅︎
* - :code:`BloomForCausalLM`
Expand All @@ -51,6 +51,14 @@ Decoder-only Language Models
- DeciLM
- :code:`Deci/DeciLM-7B`, :code:`Deci/DeciLM-7B-instruct`, etc.
-
* - :code:`DeepseekForCausalLM`
- DeepSeek
- :code:`deepseek-ai/deepseek-llm-67b-base`, :code:`deepseek-ai/deepseek-llm-7b-chat` etc.
-
* - :code:`DeepseekV2ForCausalLM`
- DeepSeek-V2
- :code:`deepseek-ai/DeepSeek-V2`, :code:`deepseek-ai/DeepSeek-V2-Chat` etc.
-
* - :code:`ExaoneForCausalLM`
- EXAONE-3
- :code:`LGAI-EXAONE/EXAONE-3.0-7.8B-Instruct`, etc.
Expand Down Expand Up @@ -83,6 +91,10 @@ Decoder-only Language Models
- GPT-NeoX, Pythia, OpenAssistant, Dolly V2, StableLM
- :code:`EleutherAI/gpt-neox-20b`, :code:`EleutherAI/pythia-12b`, :code:`OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5`, :code:`databricks/dolly-v2-12b`, :code:`stabilityai/stablelm-tuned-alpha-7b`, etc.
-
* - :code:`GraniteForCausalLM`
- Granite, Power-LM
- :code:`ibm/granite-7b-base`, :code:`ibm/PowerLM-3b` etc.
- ✅︎
* - :code:`InternLMForCausalLM`
- InternLM
- :code:`internlm/internlm-7b`, :code:`internlm/internlm-chat-7b`, etc.
Expand All @@ -97,7 +109,7 @@ Decoder-only Language Models
-
* - :code:`JambaForCausalLM`
- Jamba
- :code:`ai21labs/Jamba-v0.1`, etc.
- :code:`ai21labs/AI21-Jamba-1.5-Large`, :code:`ai21labs/AI21-Jamba-1.5-Mini`, :code:`ai21labs/Jamba-v0.1`, etc.
- ✅︎
* - :code:`LlamaForCausalLM`
- Llama 3.1, Llama 3, Llama 2, LLaMA, Yi
Expand Down Expand Up @@ -177,7 +189,7 @@ Decoder-only Language Models
-
* - :code:`StableLmForCausalLM`
- StableLM
- :code:`stabilityai/stablelm-3b-4e1t/` , :code:`stabilityai/stablelm-base-alpha-7b-v2`, etc.
- :code:`stabilityai/stablelm-3b-4e1t`, :code:`stabilityai/stablelm-base-alpha-7b-v2`, etc.
-
* - :code:`Starcoder2ForCausalLM`
- Starcoder2
Expand Down
9 changes: 5 additions & 4 deletions vllm/model_executor/models/__init__.py
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Expand Up @@ -12,6 +12,7 @@
_GENERATION_MODELS = {
"AquilaModel": ("llama", "LlamaForCausalLM"),
"AquilaForCausalLM": ("llama", "LlamaForCausalLM"), # AquilaChat2
"ArcticForCausalLM": ("arctic", "ArcticForCausalLM"),
"BaiChuanForCausalLM": ("baichuan", "BaiChuanForCausalLM"), # baichuan-7b
"BaichuanForCausalLM": ("baichuan", "BaichuanForCausalLM"), # baichuan-13b
"BloomForCausalLM": ("bloom", "BloomForCausalLM"),
Expand All @@ -30,9 +31,11 @@
"GPTBigCodeForCausalLM": ("gpt_bigcode", "GPTBigCodeForCausalLM"),
"GPTJForCausalLM": ("gpt_j", "GPTJForCausalLM"),
"GPTNeoXForCausalLM": ("gpt_neox", "GPTNeoXForCausalLM"),
"GraniteForCausalLM": ("granite", "GraniteForCausalLM"),
"InternLMForCausalLM": ("llama", "LlamaForCausalLM"),
"InternLM2ForCausalLM": ("internlm2", "InternLM2ForCausalLM"),
"JAISLMHeadModel": ("jais", "JAISLMHeadModel"),
"JambaForCausalLM": ("jamba", "JambaForCausalLM"),
"LlamaForCausalLM": ("llama", "LlamaForCausalLM"),
# For decapoda-research/llama-*
"LLaMAForCausalLM": ("llama", "LlamaForCausalLM"),
Expand All @@ -52,6 +55,7 @@
"PersimmonForCausalLM": ("persimmon", "PersimmonForCausalLM"),
"PhiForCausalLM": ("phi", "PhiForCausalLM"),
"Phi3ForCausalLM": ("phi3", "Phi3ForCausalLM"),
"Phi3SmallForCausalLM": ("phi3_small", "Phi3SmallForCausalLM"),
"PhiMoEForCausalLM": ("phimoe", "PhiMoEForCausalLM"),
"Qwen2ForCausalLM": ("qwen2", "Qwen2ForCausalLM"),
"Qwen2MoeForCausalLM": ("qwen2_moe", "Qwen2MoeForCausalLM"),
Expand All @@ -62,14 +66,11 @@
"StableLmForCausalLM": ("stablelm", "StablelmForCausalLM"),
"Starcoder2ForCausalLM": ("starcoder2", "Starcoder2ForCausalLM"),
"SolarForCausalLM": ("solar", "SolarForCausalLM"),
"ArcticForCausalLM": ("arctic", "ArcticForCausalLM"),
"XverseForCausalLM": ("xverse", "XverseForCausalLM"),
"Phi3SmallForCausalLM": ("phi3_small", "Phi3SmallForCausalLM"),
# NOTE: The below models are for speculative decoding only
"MedusaModel": ("medusa", "Medusa"),
"EAGLEModel": ("eagle", "EAGLE"),
"MLPSpeculatorPreTrainedModel": ("mlp_speculator", "MLPSpeculator"),
"JambaForCausalLM": ("jamba", "JambaForCausalLM"),
"GraniteForCausalLM": ("granite", "GraniteForCausalLM")
}

_EMBEDDING_MODELS = {
Expand Down
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