MLC-LLM推理优化和大语言模型搭建在自然语言生成领域有着广泛的应用。它可以生成具有逻辑和连贯性的文章、故事、对话等文本内容,广泛应用于智能客服、文案生成等领域。 2. 文本推理和情感分析 大语言模型在文本推理和情感分析方面也有着重要的应用。它可以分析和推断文本内容中的隐含信息、情感倾向等,为舆情监测、情感...
选择合适的MLC-LLM模型架构,如Transformer、GPT等。 定义模型的参数,如层数、隐藏单元数、注意力头数等。 构建模型的计算图,包括前向传播和反向传播。 3.训练模型 使用准备好的数据对模型进行训练。 选择合适的优化算法,如随机梯度下降(SGD)、Adagrad、Adadelta等。 设置训练的超参数,如学习率、批次大小、训练轮数...
"built MLC-LLM :doc:`pip wheels <../install/mlc_llm>`." msgstr "" "如果您从源代码编译了 TVM-Unity 并且没有在 cmake 配置中隐藏 LLVM 符号,就会发生这种情况。" "请按照在 :ref:`Building TVM Unity from Source <tvm-unity-build-from-source>` 教程中的说明编译隐藏 LLVM 符号的 TVM-Unity,...
docs [Doc] Minor Fix Android Doc (mlc-ai#1524) Dec 31, 2023 examples [Docs][SLM] Update runtime tutorials (mlc-ai#1491) Dec 26, 2023 ios [iOS] Update mistral v2 support (mlc-ai#1439) Dec 15, 2023 mlc_llm Add multi-gpu support for FT quantization (mlc-ai#1565) Jan 11, 2024 ...
[Doc] Convert Leftovers from mlc.ai/mlc-llm to llm.mlc.ai (mlc-ai#989) Sep 28, 2023 version.py Initial commit Apr 29, 2023 Repository files navigation README License MLC LLM Documentation | Blog | Discord Machine Learning Compilation for Large Language Models (MLC LLM) is a high-performa...
For models within these model architectures, you can check the :doc:`/tutorials/compile-models` on how to compile models. Please create a new issue if you want to request a new model architecture. Our tutorial :doc:`/tutorials/bring-your-own-models` introduces how to bring a new model ar...
** Python API reference and its tutorials are :doc:`available online <deploy/python_engine>`. .. figure:: https://raw.githubusercontent.com/mlc-ai/web-data/main/images/mlc-llm/tutorials/python-engine-api.jpg :width: 600 :align: center MLC LLM Python API .. tab:: REST Server **...
docs [Doc] Minor Fix Android Doc (mlc-ai#1524) Dec 31, 2023 examples [Docs][SLM] Update runtime tutorials (mlc-ai#1491) Dec 26, 2023 ios [iOS] Update mistral v2 support (mlc-ai#1439) Dec 15, 2023 mlc_llm [Serving] Add speculative decoding (mlc-ai#1539) Jan 13, 2024 python [...
[Doc] Update WebLLM doc (#2578) Browse files Update documentation for WebLLM. Currently we only provide a high-level view for WebLLM runtime here, and refer user to the WebLLM repo README for more. The documentation focuses on adding their own model variant / model library for WebLLM...
Fix Python API doc Lint #4: Commit 7d4cbc4 pushed by CharlieFRuan pr-1107-fix-doc November 7, 2023 17:31 2m 23s [Slim-LM] Enable loading from AWQ pre-quantized weight. (#1114) Lint #3: Commit 4042626 pushed by CharlieFRuan pr-1107-fix-doc November 7, 2023 17:30 1m...