NiceMartin's repositories
Alibaba_NER_SOTA
Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.
Awesome-LLM-RAG-Application
the resources about the application based on LLM with RAG pattern
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
baby-llama2-chinese
用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.
ChatGPTBook
《ChatGPT原理与实战：大型语言模型的算法、技术和私有化》
Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
Chinese-LLaMA-Alpaca-3
中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
Firefly
Firefly: 大模型训练工具，支持训练Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型
Firefly-LLaMA2-Chinese
Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型
FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research
gector-fast
A faster, simpler and distributed implementation of GECToR, a seq2edit GEC model
IntelliQ
Advanced Multi-Turn QA System with LLM and Intent Recognition. 基于LLM大语言模型意图识别、参数抽取结合slot词槽技术实现多轮问答、NL2API. 打造Function Call多轮问答最佳实践
KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
leetcode-1
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
Llama2-Chinese
Llama中文社区，最好的中文Llama大模型，完全开源可商用
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
pandas_exercises
Practice your pandas skills!
PyTorch_Learning
learning pytorch step by step
RAG-Retrieval
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder
RAG-Survey
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
rank_llm
Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)
Self-Contrast
Extensive Self-Contrast Enables Feedback-Free Language Model Alignment
simple-pid
A simple and easy to use PID controller in Python
tiny-universe
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
unsloth
Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory