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LocalAI
LocalAI is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families and architectures.
Xinference
Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications.
NVIDIA NIM
Explore the latest community-built AI models with an API optimized and accelerated by NVIDIA, then deploy anywhere with NVIDIA NIM inference microservices.
- NVIDIA NIM for Deploying Generative AI | NVIDIA
- Doc: Introduction - NVIDIA Docs
- Models: google / gemma-7b
- YT: Self-Host and Deploy Local LLAMA-3 with NIMs - YouTube
text-generation-webui
A Gradio web UI for Large Language Models.
只能執行本地模型，不支援外部模型 API。
支援以下多重功能的 AI 平台
- Chat
- Fine-Tune Model
- Multiple model backends: Transformers, llama.cpp (through llama-cpp-python), ExLlamaV2, AutoGPTQ, AutoAWQ, GPTQ-for-LLaMa, QuIP#.
- OpenAI-compatible API server with Chat and Completions endpoints
教學
- GitHub: https://github.com/oobabooga/text-generation-webui
- GitHub: https://github.com/Atinoda/text-generation-webui-docker
- 大型語言模型LLMs課程教學 課程大綱 (三) - HackMD
- YOUTUBE [啟動 TextGen]
- YOUTUBE [上架大型語言模型]
- YOUTUBE [指派AI人設]
- YOUTUBE [模型微調]
- YOUTUBE [上架微調模型]
- 程式碼 Z01_TextGen_Colab.ipynb
- 預設密碼在程式碼裡面 (account:nchc password:nchc) 請自行修改
koboldcpp
- GitHub: https://github.com/LostRuins/koboldcpp
- 單機版運行/免安裝/無相依姓套件
- 支援 GGUF 模型
- 支援 OuteTTS (Text-To-Speech), Whisper (Speech-To-Text), 文字/圖像生成
- 內建 KoboldAI Lite UI