[Doc] Support XLM-RoBERTa-based and MiniCPM3 model (#820)
### What this PR does / why we need it? support XLM-RoBERTa-based and MiniCPM3 model --------- Signed-off-by: hfadzxy <starmoon_zhang@163.com>
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# Supported Models
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# Supported Models
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## Text-only Language Models
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### Generative Models
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| Model | Supported | Note |
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| Model | Supported | Note |
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|---------|-----------|------|
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|-------|-----------|------|
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| DeepSeek v3 | ✅|||
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| DeepSeek v3 | ✅ | |
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| DeepSeek R1 | ✅|||
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| DeepSeek R1 | ✅ | |
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| DeepSeek Distill (Qwen/LLama) | ✅ | |
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| DeepSeek Distill (Qwen/LLama) | ✅ | |
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| Qwen3 | ✅ | |
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| Qwen3 | ✅ | |
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| Qwen3-Moe | ✅ | |
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| Qwen3-Moe | ✅ | |
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| Qwen2-VL | ✅ ||
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| Qwen2-Audio | ✅ ||
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| Qwen2.5 | ✅ | |
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| Qwen2.5 | ✅ | |
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| Qwen2.5-VL | ✅ ||
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| QwQ-32B | ✅ | |
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| QwQ-32B | ✅ | |
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| MiniCPM |✅| |
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| LLama3.1/3.2 | ✅ | |
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| LLama3.1/3.2 | ✅ | |
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| Internlm | ✅ | |
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| Internlm | ✅ | |
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| InternVL2 | ✅ ||
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| InternVL2.5 | ✅ ||
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| Molomo | ✅ ||
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| LLaVA 1.5 | ✅ ||
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| LLaVA 1.6 | ✅ |[#553](https://github.com/vllm-project/vllm-ascend/issues/553)|
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| Baichuan | ✅ | |
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| Baichuan | ✅ | |
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| Phi-4-mini | ✅ | |
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| Phi-4-mini | ✅ | |
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| Gemma-3 | ❌ |[#496](https://github.com/vllm-project/vllm-ascend/issues/496)|
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| MiniCPM | ✅ | |
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| ChatGLM | ❌ | [#554](https://github.com/vllm-project/vllm-ascend/issues/554)|
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| MiniCPM3 | ✅ | |
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| LLama4 | ❌ |[#471](https://github.com/vllm-project/vllm-ascend/issues/471)|
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| Mllama | |Need test|
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| LLaVA-Next | |Need test|
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| LLaVA-Next-Video | |Need test|
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| Phi-3-Vison/Phi-3.5-Vison | |Need test|
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| Ultravox | |Need test|
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| Mistral | | Need test |
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| Mistral | | Need test |
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| DeepSeek v2.5 | |Need test |
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| DeepSeek v2.5 | |Need test |
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| Gemma-2 | | Need test |
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| Gemma-2 | | Need test |
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| Mllama | |Need test|
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| Gemma-3 | ❌ | [#496](https://github.com/vllm-project/vllm-ascend/issues/496) |
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| ChatGLM | ❌ | [#554](https://github.com/vllm-project/vllm-ascend/issues/554) |
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| LLama4 | ❌ | [#471](https://github.com/vllm-project/vllm-ascend/issues/471) |
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### Pooling Models
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| Model | Supported | Note |
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|-------|---------|------|
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| XLM-RoBERTa-based | ✅ | |
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| Molmo | ✅ | |
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## Multimodal Language Models
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### Generative Models
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| Model | Supported | Note |
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|-------|-----------|------|
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| Qwen2-VL | ✅ | |
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| Qwen2.5-VL | ✅ | |
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| LLaVA 1.5 | ✅ | |
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| LLaVA 1.6 | ✅ | [#553](https://github.com/vllm-project/vllm-ascend/issues/553) |
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| InternVL2 | ✅ | |
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| InternVL2.5 | ✅ | |
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| Qwen2-Audio | ✅ | |
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| LLaVA-Next | | Need test |
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| LLaVA-Next-Video | | Need test |
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| Phi-3-Vison/Phi-3.5-Vison | | Need test |
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| GLM-4v | | Need test |
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| GLM-4v | | Need test |
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| Ultravox | | Need test |
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