Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

The official GitHub page for the survey paper "A Survey of Large Language Models".

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

A Gradio web UI for Large Language Models with support for multiple inference backends.

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Papers about the trend of Entity Linking in recent years.

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Official supported Python bindings for llama.cpp + gpt4all

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

Making large AI models cheaper, faster and more accessible

Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

中文nlp解决方案(大模型、数据、模型、训练、推理)

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Inference code for Llama models

Stable Diffusion web UI

Training and serving large-scale neural networks with auto parallelization.

A playbook for systematically maximizing the performance of deep learning models.

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.