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  • IPEX-LLM Document
  • LLM in 5 minutes
  • Installation
    • CPU
    • GPU
  • Docker Guides
    • Overview of IPEX-LLM Containers for Intel GPU
    • Python Inference using IPEX-LLM on Intel GPU
    • Run/Develop PyTorch in VSCode with Docker on Intel GPU
    • Run llama.cpp/Ollama/Open-WebUI on an Intel GPU via Docker
    • FastChat Serving with IPEX-LLM on Intel GPUs via docker
    • vLLM Serving with IPEX-LLM on Intel GPUs via Docker
    • vLLM Serving with IPEX-LLM on Intel CPU via Docker
  • Quickstart
    • bigdl-llm Migration Guide
    • Install IPEX-LLM on Linux with Intel GPU
    • Install IPEX-LLM on Windows with Intel GPU
    • Run Local RAG using Langchain-Chatchat on Intel CPU and GPU
    • Run Text Generation WebUI on Intel GPU
    • Run Open WebUI with Intel GPU
    • Run PrivateGPT with IPEX-LLM on Intel GPU
    • Run Coding Copilot in VSCode with Intel GPU
    • Run Dify on Intel GPU
    • Run Performance Benchmarking with IPEX-LLM
    • Run llama.cpp with IPEX-LLM on Intel GPU
    • Run Ollama with IPEX-LLM on Intel GPU
    • Run Llama 3 on Intel GPU using llama.cpp and ollama with IPEX-LLM
    • Serving using IPEX-LLM and FastChat
    • Serving using IPEX-LLM and vLLM on Intel GPU
    • Finetune LLM with Axolotl on Intel GPU
    • Run IPEX-LLM serving on Multiple Intel GPUs using DeepSpeed AutoTP and FastApi
    • Run RAGFlow with IPEX_LLM on Intel GPU
  • Key Features
    • PyTorch API
    • transformers-style API
      • Hugging Face transformers Format
      • Native Format
    • LangChain API
    • GPU Supports
      • Inference on GPU
      • Finetune (QLoRA)
      • Multi Intel GPUs selection
  • Examples
    • CPU
    • GPU
  • API Reference
    • IPEX-LLM PyTorch API
    • IPEX-LLM transformers-style API
    • IPEX-LLM LangChain API
  • FAQ

transformers-style API#

You may run the LLMs using transformers-style API in ipex-llm.

  • Hugging Face transformers Format

  • Native Format

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PyTorch API

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Hugging Face transformers Format

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