Add verified models in document index (#10546)
* Add verified models in document index * try to adjust column width * try to adjust column width * try to adjust column width * try to adjust column width * try replace link * change to ipex-llm-tutorial * try use raw html * adjust table header
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Jin Qiao
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@ -36,7 +36,7 @@
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It provides seamless integration with <a href=doc/LLM/Quickstart/llama_cpp_quickstart.html>llama.cpp</a>, <a href=doc/LLM/Quickstart/webui_quickstart.html>Text-Generation-WebUI</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels>HuggingFace tansformers</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/LLM-Finetuning>HuggingFace PEFT</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/LangChain >LangChain</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/LlamaIndex >LlamaIndex</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/Deepspeed-AutoTP >DeepSpeed-AutoTP</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/vLLM-Serving >vLLM</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/src/ipex_llm/serving/fastchat>FastChat</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/LLM-Finetuning/DPO>HuggingFace TRL</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Applications/autogen >AutoGen</a>, <a href=https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/ModelScope-Models >ModeScope</a>, etc.
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</li></em>
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<li><em>
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<strong>50+ models</strong> have been optimized/verified on <code><span>ipex-llm</span></code> (including LLaMA2, Mistral, Mixtral, Gemma, LLaVA, Whisper, ChatGLM, Baichuan, Qwen, RWKV, and more); see the complete list <a href="https://github.com/intel-analytics/ipex-llm?tab=readme-ov-file#verified-models">here</a>.
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<strong>50+ models</strong> have been optimized/verified on <code><span>ipex-llm</span></code> (including LLaMA2, Mistral, Mixtral, Gemma, LLaVA, Whisper, ChatGLM, Baichuan, Qwen, RWKV, and more); see the complete list <a href=#verified-models>here</a>.
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</li></em>
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</ul>
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</p>
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@ -174,6 +174,387 @@ Code Examples
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.. |ipex_llm_document| replace:: ``ipex-llm`` document
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.. _ipex_llm_document: doc/LLM/index.html
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************************************************
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Verified Models
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************************************************
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.. raw:: html
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<table class="table">
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<colgroup>
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<col style="width: 64%" />
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<col style="width: 18%" />
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<col style="width: 18%" /></colgroup>
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<thead>
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<tr>
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<th class="head">Model</th>
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<th class="head">CPU Example</th>
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<th class="head">GPU Example</th></tr>
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</thead>
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<tbody>
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<tr>
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<td>LLaMA
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<em>(such as Vicuna, Guanaco, Koala, Baize, WizardLM, etc.)</em></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Native-Models">link1</a>,
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/vicuna">link2</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/vicuna">link</a>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/vicuna">link</a></td>
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</tr>
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<tr>
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<td>LLaMA 2</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Native-Models">link1</a>,
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/llama2">link2</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/llama2">link</a>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/llama2">link</a></td>
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</tr>
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<tr>
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<td>ChatGLM</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/chatglm">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>ChatGLM2</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/chatglm2">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/chatglm2">link</a></td>
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</tr>
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<tr>
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<td>ChatGLM3</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/chatglm3">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/chatglm3">link</a></td>
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</tr>
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<tr>
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<td>Mistral</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/mistral">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/mistral">link</a></td>
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</tr>
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<tr>
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<td>Mixtral</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/mixtral">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/mixtral">link</a></td>
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</tr>
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<tr>
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<td>Falcon</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/falcon">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/falcon">link</a></td>
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</tr>
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<tr>
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<td>MPT</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/mpt">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/mpt">link</a></td>
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</tr>
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<tr>
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<td>Dolly-v1</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/dolly_v1">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/dolly-v1">link</a></td>
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</tr>
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<tr>
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<td>Dolly-v2</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/dolly_v2">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/dolly-v2">link</a></td>
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</tr>
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<tr>
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<td>Replit Code</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/replit">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/replit">link</a></td>
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</tr>
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<tr>
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<td>RedPajama</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Native-Models">link1</a>,
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/redpajama">link2</a></td>
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<td></td>
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</tr>
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<tr>
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<td>Phoenix</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Native-Models">link1</a>,
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/phoenix">link2</a></td>
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<td></td>
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</tr>
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<tr>
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<td>StarCoder</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/Native-Models">link1</a>,
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/starcoder">link2</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/starcoder">link</a></td>
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</tr>
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<tr>
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<td>Baichuan</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/baichuan">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/baichuan">link</a></td>
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</tr>
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<tr>
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<td>Baichuan2</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/baichuan2">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/baichuan2">link</a></td>
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</tr>
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<tr>
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<td>InternLM</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/internlm">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/internlm">link</a></td>
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</tr>
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<tr>
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<td>Qwen</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/qwen">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/qwen">link</a></td>
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</tr>
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<tr>
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<td>Qwen1.5</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/qwen1.5">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/qwen1.5">link</a></td>
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</tr>
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<tr>
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<td>Qwen-VL</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/qwen-vl">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/qwen-vl">link</a></td>
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</tr>
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<tr>
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<td>Aquila</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/aquila">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/aquila">link</a></td>
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</tr>
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<tr>
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<td>Aquila2</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/aquila2">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/aquila2">link</a></td>
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</tr>
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<tr>
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<td>MOSS</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/moss">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>Whisper</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/whisper">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/whisper">link</a></td>
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</tr>
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<tr>
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<td>Phi-1_5</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/phi-1_5">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/phi-1_5">link</a></td>
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</tr>
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<tr>
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<td>Flan-t5</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/flan-t5">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/flan-t5">link</a></td>
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</tr>
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<tr>
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<td>LLaVA</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/PyTorch-Models/Model/llava">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/PyTorch-Models/Model/llava">link</a></td>
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</tr>
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<tr>
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<td>CodeLlama</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/codellama">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/codellama">link</a></td>
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</tr>
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<tr>
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<td>Skywork</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/skywork">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>InternLM-XComposer</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/internlm-xcomposer">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>WizardCoder-Python</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/wizardcoder-python">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>CodeShell</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/codeshell">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>Fuyu</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/fuyu">link</a></td>
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<td></td>
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</tr>
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<tr>
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<td>Distil-Whisper</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/distil-whisper">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/distil-whisper">link</a></td>
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</tr>
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<tr>
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<td>Yi</td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/yi">link</a></td>
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<td>
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<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/yi">link</a></td>
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</tr>
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<tr>
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<td>BlueLM</td>
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<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/bluelm">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/bluelm">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Mamba</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/PyTorch-Models/Model/mamba">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/PyTorch-Models/Model/mamba">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>SOLAR</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/solar">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/solar">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Phixtral</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/phixtral">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/phixtral">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>InternLM2</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/internlm2">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/internlm2">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>RWKV4</td>
|
||||
<td></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/rwkv4">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>RWKV5</td>
|
||||
<td></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/rwkv5">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Bark</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/PyTorch-Models/Model/bark">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/PyTorch-Models/Model/bark">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>SpeechT5</td>
|
||||
<td></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/PyTorch-Models/Model/speech-t5">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>DeepSeek-MoE</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/deepseek-moe">link</a></td>
|
||||
<td></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ziya-Coding-34B-v1.0</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/ziya">link</a></td>
|
||||
<td></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Phi-2</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/phi-2">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/phi-2">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Yuan2</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/yuan2">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/yuan2">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Gemma</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/gemma">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/gemma">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>DeciLM-7B</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/deciLM-7b">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/deciLM-7b">link</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Deepseek</td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/CPU/HF-Transformers-AutoModels/Model/deepseek">link</a></td>
|
||||
<td>
|
||||
<a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels/Model/deepseek">link</a></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
|
||||
------
|
||||
|
||||
.. raw:: html
|
||||
|
|
|
|||
Loading…
Reference in a new issue