PyTorch mlc-llm(可以从GitHub上获取) Android设备(可以是手机或平板电脑) 二、模型压缩 首先,我们需要使用mlc-llm工具对qwen-7b模型进行压缩。这可以通过以下步骤实现: 将qwen-7b模型转换为PyTorch格式(如果尚未转换)。 使用mlc-llm的压缩功能对模型进行压缩。您可以通过调整压缩参数来优化模型大小和性能之间的平衡。
将之前编译的qwen1.5-1.8b-q4f16_1-android.tar放到mlc-llm/dist/prebuilt/lib/qwen1.5-1.8b/目录下。没有就创建该目录。 mkdir -p mlc-llm/dist/prebuilt/lib/qwen1.5-1.8b/ cp dist/prebuilt_libs/qwen1.5-1.8b-q4f16_1-android.tar mlc-llm/dist/prebuilt/lib/qwen1.5-1.8b/ 进入mlc-llm/android...
我们可以使用 MLC LLM 的Chat completion Python API 运行 Llama-3 模型。你可以将下面的代码保存到一个 Python 文件中并运行它。 frommlc_llmimportMLCEngine# Create enginemodel="HF://mlc-ai/Llama-3-8B-Instruct-q4f16_1-MLC"engine=MLCEngine(model)# Run chat completion in OpenAI API.forresponseinen...
git lfs install gitclonehttps://huggingface.co/mlc-ai/DeepSeek-R1-Distill-Qwen-7B-q4f16_1-MLC 3. 运行 mlc本身可以用cli进行交互式问答,但是启动的时候识别核显内存大小会出错。我直接用server模式强行绕过该问题 mlc_llm serve ./DeepSeek-R1-Distill-Qwen-7B-q4f16_1-MLC/ --overrides"gpu_memory_u...
【喂饭教程】30分钟学会Qwen2.5-7B微调行业大模型,环境配置+模型微调+模型部署+效果展示详细教程!草履虫都能学会~ 1.6万 24 04:17:53 App 【B站首发】DeepSeek+Ollama+AnythingLLM打造本地免费专属知识库!AI大模型从入门到精通,包含RAG、Agent全集!全程干货,拿走不谢 4.0万 690 24:33:08 App 2025吃透AI大...
Qwen (通义千问): Qwen2 0.5B, 1.5B, 7B If you need more models, request a new model via opening an issue or check Custom Models for how to compile and use your own models with WebLLM. Jumpstart with Examples Learn how to use WebLLM to integrate large language models into your applic...
Universal LLM Deployment Engine with ML Compilation - [Model] Qwen-2-VL Support · mlc-ai/mlc-llm@86e4361
mlc-ai/mlc-llmPublic NotificationsYou must be signed in to change notification settings Fork1.7k Star19.9k Code Issues221 Pull requests10 Actions Projects2 Security Insights Additional navigation options tlopex 🐛 Bug When I want to initiate Qwen model after I compiled it, I met this bug: FAI...
mlc_llm-utils-win-x86-01_31_2025 bin ├── mlc_cli_chat.exe ├── mlc_llm.dll ├── mlc_llm_module.dll └── tvm_runtime.dll Compile the DeepSeek model. Given aDeepSeek-R1-Distill-Qwen-1.5Blocated in the folderdist/models/Meta-Llama-3-8B-Instruct, the compilation proce...
mlc-llm [Bug] 基于Qwen-72B的一些llamafied模型兼容性测试谢谢，正在努力重现那个。