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llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs

llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

llm-pretrain-finetune

Deepspeed、Bloom、Med_Chat、Med_Dialogue

llm-quickstart

Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门（理论学习与微调实战）

llm_interview_note

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

mini_llm

This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.

nl2sql

阿里天池首届中文NL2SQL挑战赛top6

nlp-project

自然语言处理中的基础任务，包含但不限于文本表示，文本分类，命名实体识别，关系抽取，文本生成，文本摘要等，基于tensorflow2或Pytorch，所有代码均经过测试，项目中也包含相关数据。

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

numpy-ml

Machine learning, in numpy

open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

paddlenlp

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

privategpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

python-100-days

Python - 100天从新手到大师

python-mini-project

🙌 Welcome open-source Python mini-project contributions!

pytorch-model-train-template

pytorch单精度、半精度、混合精度、单卡、多卡（DP / DDP）、FSDP、DeepSpeed模型训练代码，并对比不同方法的训练速度以及GPU内存的使用

rag-from-scratch

rasa_wechat

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

simple_rag_with_llms_api

基于大语言模型API(本地或商用API)的外挂知识库问答系统(附neo4j实现知识图谱)

top-ai-conferences-paper-with-code

Top-Conferences-Paper-with-Code (ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、NeurIPS、ICLR and etc)

transformers_tasks

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

trl

Train transformer language models with reinforcement learning.