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[Doc][V1] Add V1 support column for multimodal models (vllm-project#1…
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…0998)

Signed-off-by: Roger Wang <[email protected]>
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ywang96 authored and BKitor committed Dec 30, 2024
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26 changes: 25 additions & 1 deletion docs/source/models/supported_models.rst
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---------------

.. list-table::
:widths: 25 25 15 25 5 5
:widths: 25 25 15 20 5 5 5
:header-rows: 1

* - Architecture
Expand All @@ -504,144 +504,168 @@ Text Generation
- Example HF Models
- :ref:`LoRA <lora>`
- :ref:`PP <distributed_serving>`
- V1
* - :code:`AriaForConditionalGeneration`
- Aria
- T + I
- :code:`rhymes-ai/Aria`
-
- ✅︎
-
* - :code:`Blip2ForConditionalGeneration`
- BLIP-2
- T + I\ :sup:`E`
- :code:`Salesforce/blip2-opt-2.7b`, :code:`Salesforce/blip2-opt-6.7b`, etc.
-
- ✅︎
-
* - :code:`ChameleonForConditionalGeneration`
- Chameleon
- T + I
- :code:`facebook/chameleon-7b` etc.
-
- ✅︎
-
* - :code:`FuyuForCausalLM`
- Fuyu
- T + I
- :code:`adept/fuyu-8b` etc.
-
- ✅︎
-
* - :code:`ChatGLMModel`
- GLM-4V
- T + I
- :code:`THUDM/glm-4v-9b` etc.
- ✅︎
- ✅︎
-
* - :code:`H2OVLChatModel`
- H2OVL
- T + I\ :sup:`E+`
- :code:`h2oai/h2ovl-mississippi-800m`, :code:`h2oai/h2ovl-mississippi-2b`, etc.
-
- ✅︎
-
* - :code:`Idefics3ForConditionalGeneration`
- Idefics3
- T + I
- :code:`HuggingFaceM4/Idefics3-8B-Llama3` etc.
- ✅︎
-
-
* - :code:`InternVLChatModel`
- InternVL 2.5, Mono-InternVL, InternVL 2.0
- T + I\ :sup:`E+`
- :code:`OpenGVLab/InternVL2_5-4B`, :code:`OpenGVLab/Mono-InternVL-2B`, :code:`OpenGVLab/InternVL2-4B`, etc.
-
- ✅︎
- ✅︎
* - :code:`LlavaForConditionalGeneration`
- LLaVA-1.5
- T + I\ :sup:`E+`
- :code:`llava-hf/llava-1.5-7b-hf`, :code:`TIGER-Lab/Mantis-8B-siglip-llama3` (see note), etc.
-
- ✅︎
- ✅︎
* - :code:`LlavaNextForConditionalGeneration`
- LLaVA-NeXT
- T + I\ :sup:`E+`
- :code:`llava-hf/llava-v1.6-mistral-7b-hf`, :code:`llava-hf/llava-v1.6-vicuna-7b-hf`, etc.
-
- ✅︎
-
* - :code:`LlavaNextVideoForConditionalGeneration`
- LLaVA-NeXT-Video
- T + V
- :code:`llava-hf/LLaVA-NeXT-Video-7B-hf`, etc.
-
- ✅︎
-
* - :code:`LlavaOnevisionForConditionalGeneration`
- LLaVA-Onevision
- T + I\ :sup:`+` + V\ :sup:`+`
- :code:`llava-hf/llava-onevision-qwen2-7b-ov-hf`, :code:`llava-hf/llava-onevision-qwen2-0.5b-ov-hf`, etc.
-
- ✅︎
-
* - :code:`MiniCPMV`
- MiniCPM-V
- T + I\ :sup:`E+`
- :code:`openbmb/MiniCPM-V-2` (see note), :code:`openbmb/MiniCPM-Llama3-V-2_5`, :code:`openbmb/MiniCPM-V-2_6`, etc.
- ✅︎
- ✅︎
-
* - :code:`MllamaForConditionalGeneration`
- Llama 3.2
- T + I\ :sup:`+`
- :code:`meta-llama/Llama-3.2-90B-Vision-Instruct`, :code:`meta-llama/Llama-3.2-11B-Vision`, etc.
-
-
-
* - :code:`MolmoForCausalLM`
- Molmo
- T + I
- :code:`allenai/Molmo-7B-D-0924`, :code:`allenai/Molmo-72B-0924`, etc.
-
- ✅︎
- ✅︎
* - :code:`NVLM_D_Model`
- NVLM-D 1.0
- T + I\ :sup:`E+`
- :code:`nvidia/NVLM-D-72B`, etc.
-
- ✅︎
- ✅︎
* - :code:`PaliGemmaForConditionalGeneration`
- PaliGemma
- T + I\ :sup:`E`
- :code:`google/paligemma-3b-pt-224`, :code:`google/paligemma-3b-mix-224`, etc.
-
- ✅︎
-
* - :code:`Phi3VForCausalLM`
- Phi-3-Vision, Phi-3.5-Vision
- T + I\ :sup:`E+`
- :code:`microsoft/Phi-3-vision-128k-instruct`, :code:`microsoft/Phi-3.5-vision-instruct` etc.
-
- ✅︎
- ✅︎
* - :code:`PixtralForConditionalGeneration`
- Pixtral
- T + I\ :sup:`+`
- :code:`mistralai/Pixtral-12B-2409`, :code:`mistral-community/pixtral-12b` etc.
-
- ✅︎
- ✅︎
* - :code:`QWenLMHeadModel`
- Qwen-VL
- T + I\ :sup:`E+`
- :code:`Qwen/Qwen-VL`, :code:`Qwen/Qwen-VL-Chat`, etc.
- ✅︎
- ✅︎
-
* - :code:`Qwen2AudioForConditionalGeneration`
- Qwen2-Audio
- T + A\ :sup:`+`
- :code:`Qwen/Qwen2-Audio-7B-Instruct`
-
- ✅︎
-
* - :code:`Qwen2VLForConditionalGeneration`
- Qwen2-VL
- T + I\ :sup:`E+` + V\ :sup:`E+`
- :code:`Qwen/Qwen2-VL-2B-Instruct`, :code:`Qwen/Qwen2-VL-7B-Instruct`, :code:`Qwen/Qwen2-VL-72B-Instruct`, etc.
- ✅︎
- ✅︎
-
* - :code:`UltravoxModel`
- Ultravox
- T + A\ :sup:`E+`
- :code:`fixie-ai/ultravox-v0_3`
-
- ✅︎
-

| :sup:`E` Pre-computed embeddings can be inputted for this modality.
| :sup:`+` Multiple items can be inputted per text prompt for this modality.
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