YanShuang17

llama

Inference code for Llama models

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

docker_practice

Learn and understand Docker&Container technologies, with real DevOps practice!

jina

☁️ Build multimodal AI applications with cloud-native stack

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

QAnything

Question and Answer based on Anything.

Chinese-LLaMA-Alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

Baichuan2

A series of large language models developed by Baichuan Intelligent Technology

lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

RAG-Survey

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Awesome-Text2SQL

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

BCEmbedding

Netease Youdao's open-source embedding and reranker models for RAG products.

OpenBuddy

Open Multilingual Chatbot for Everyone

pymilvus

Python SDK for Milvus.

rank_bm25

A Collection of BM25 Algorithms in Python

Chinese-LlaMA2

Repo for adapting Meta LlaMA2 in Chinese! META最新发布的LlaMA2的汉化版！ （完全开源可商用）

LongBench

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

EasyContext

Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.

PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

RAG-Retrieval

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder

FinEval

FinEval是一个中文金融领域高质量多项选择与文本问答题的集合。

NER-Pytorch-Chinese

Implemention of NER model on chinese dataset.