cytsinghua's repositories
Baichuan-13B
A 13B large language model developed by Baichuan Intelligent Technology
ChatGLM-6B
ChatGLM-6B：开源双语对话语言模型 | An Open Bilingual Dialogue Language Model
DeepSpeedExamples
Example models using DeepSpeed
langchain-ChatGLM
langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答
ALBEF
Code for ALBEF: a new vision-language pre-training method
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
alpaca-lora
Instruct-tune LLaMA on consumer hardware
ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
ChatGLM-Finetuning
基于ChatGLM-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning等
ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU部署 (Chinese LLaMA & Alpaca LLMs)
Chinese-Vicuna
Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca
CLIP
Contrastive Language-Image Pretraining
ClipBERT
[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.
fastllm
纯c++的全平台llm加速库，支持python调用，chatglm-6B级模型单卡可达10000+token / s，支持glm, llama, moss基座，手机端流畅运行
GraphCL
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
llama
Inference code for LLaMA models
LLaMA-Efficient-Tuning
Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)
Llama2-Chinese
Llama中文社区，最好的中文Llama大模型，完全开源可商用
MedicalGPT
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现包括二次预训练、有监督微调、奖励建模、强化学习训练。
PaddleNLP-fork
Easy-to-use NLP library with Awesome pre-trained model zoo, supporting wide-range of NLP tasks from research to industrial applications.
Senta
Baidu's open-source Sentiment Analysis System.
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
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.
VideoMAE
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training