FengXie's repositories
cs224n_2019_notebook
Stanford / Winter 2019 cs224n notebook
agent-web-crawler
An AI agent that crawls the web and researches a list of partners or competitors
Anima
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
AutoCrawler
Official implement of paper "AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation"
Awesome-LLM-Survey
An Awesome Collection for LLM Survey
CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
ColossalAI
Making large AI models cheaper, faster and more accessible
Compendium-of-free-ML-reading-resources
Compendium of free ML reading resources
data_management_LLM
Collection of training data management explorations for large language models
dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
FlexFlow
FlexFlow Serve: Low-Latency, High-Performance LLM Serving
LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
MedicalGPT
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。
Megatron-DeepSpeed-Baichuan2
Ongoing research training transformer language models at scale, including: BERT & GPT-2
MemGPT
Create LLM agents with long-term memory and custom tools 📚🦙
NeMo-Badou
NeMo: a framework for generative AI
Paper_Crawler
使用GitHub Actions，每日定时爬取论文信息
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
RecBole
A unified, comprehensive and efficient recommendation library
Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
Paper List of Pre-trained Foundation Recommender Models
search_with_lepton
Building a quick conversation-based search demo with Lepton AI.
typora-latex-theme
将Typora伪装成LaTeX的中文样式主题，本科生轻量级课程论文撰写的好帮手。This is a theme disguising Typora into Chinese LaTeX style.
udlbook
Understanding Deep Learning - Simon J.D. Prince
unsloth
Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory