meizhen-nlp

FastChat

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

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

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)

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

GPT-4-LLM

Instruction Tuning with GPT-4

Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

ms-swift

Use PEFT or Full-parameter to finetune 350+ LLMs or 100+ MLLMs. (LLM: Qwen2.5, Llama3.2, GLM4, Internlm2.5, Yi1.5, Mistral, Baichuan2, DeepSeek, Gemma2, ...; MLLM: Qwen2-VL, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, Yi-VL, DeepSeek-VL, Phi3.5-Vision, ...)

llm-datasets

High-quality datasets, tools, and concepts for LLM fine-tuning.

LLMTest_NeedleInAHaystack

Doing simple retrieval from LLM models at various context lengths to measure accuracy

self-rewarding-lm-pytorch

Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

machine-learning-interview

算法工程师-机器学习面试题总结

yarn

YaRN: Efficient Context Window Extension of Large Language Models

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

automatic_prompt_engineer

PrefixTuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

IncarnaMind

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Pai-Megatron-Patch

The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.

train-CLIP

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

LongLM

[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

SCAN

PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)

awesome-fairness-papers

Papers on fairness in NLP

PoSE

Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)

In-Context-Learning_PaperList

Paper List for In-context Learning 🌷

bias-bench

ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.

debias_vl

Code for Debiasing Vision-Language Models via Biased Prompts

XLM-Align

Auto-Debias

Mitigate-Gender-Bias-in-Image-Search

Code for the EMNLP 2021 Oral paper "Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search" https://arxiv.org/abs/2109.05433

infoxlm_paddle

Implementing InfoXLM's code base and training process with PaddlePaddle