yanyi74's starred repositories
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
classifier-multi-label
多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification
awesome-rlhf
An index of algorithms for reinforcement learning from human feedback (rlhf))
Online-RLHF
A recipe for online RLHF.
Data-centric_multimodal_LLM
Survey on Data-centric Large Language Models
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
RAG-Retrieval
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder
DocRE-reading-list
a paper reading list on Document level Relation Extraction
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.
PaperReading
每天阅读过的论文的简要笔记
mixture-of-experts
PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
LLM-from-scratch
一些 LLM 方面的从零复现笔记