Liu Jun's repositories
hh-rlhf
Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
MobileSAM
This is the offiicial code for Faster Segment Anything (MobileSAM) project that makes SAM lightweight
PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
EasySpider
A visual no-code/code-free web crawler/spider易采集：一个可视化爬虫软件，可以无代码图形化的设计和执行爬虫任务
ChatGPT-Java-FunAi
ChatGPT Java 基于SpringBoot的后端开源web学习项目，FunAi。支持OpenAI官方所有接口。无限轮聊天 + 带上下文逻辑 + 流式输出 / 普通输出。PDF解析 + Embedding API+ 递归分词文段抽取 + 文本向量化 + 向量语义匹配 + 召回知识库相似文本匹配。接入文生图模型MidJourney / Stable Diffusion Model。智能客服/企业级知识库。APIKey额度精准查询 + 失效检测。AI游戏 + 专属于AI的社交平台
GLM-130B
GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
stable-diffusion
A latent text-to-image diffusion model
captum
Model interpretability and understanding for PyTorch
LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
BayLing
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
ToolkenGPT
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
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。
WizardLM
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions
continual-inference
A Python library for Continual Inference Networks in PyTorch
PaintMind
Fast and controllable text-to-image model.
audiolm-pytorch
Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
TensorRT
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
Paint-by-Example
Paint by Example: Exemplar-based Image Editing with Diffusion Models
whisper.cpp
Port of OpenAI's Whisper model in C/C++
Linly
Chinese-LLaMA 、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
SingSong
Implementation of SingSong, a system that generates instrumental music to accompany input vocals, potentially offering musicians and non-musicians alike an intuitive new way to create music featuring their own voice
coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
fairscale
PyTorch extensions for high performance and large scale training.
llama-cpp-python
Python bindings for llama.cpp
llama.cpp
Port of Facebook's LLaMA model in C/C++
audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
Sophia
Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.