chtmp223

chtmp223's Stars

• DS4SD/docling

  Get your documents ready for gen AI

  Language:Python11.3k550

• apoorvkh/academic-pretraining

  $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources

  Language:Python1114

• THUDM/LongAlign

  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs

  Language:Python22515

• allenai/olmes

  Reproducible, flexible LLM evaluations

  Language:Python541

• google-deepmind/tell_me_a_story

  9

• SylphAI-Inc/LLM-engineer-handbook

  A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

  2k230

• huggingface/cookbook

  Open-source AI cookbook

  Language:Jupyter Notebook1.7k242

• Xnhyacinth/Awesome-LLM-Long-Context-Modeling

  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

  1k38

• princeton-nlp/HELMET

  The HELMET Benchmark

  Language:Python779

• jbhuang0604/awesome-tips

  3.5k196

• cshaib/diversity

  Language:Python91

• neubig/research-career-tools

  Language:Python1493

• srush/awesome-o1

  A bibliography and survey of the papers surrounding o1

  Language:TeX82337

• princeton-nlp/ProLong

  Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

  Language:Python1233

• huggingface/evaluation-guidebook

  Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

  Language:Jupyter Notebook84751

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama 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 Llama for WhatsApp & Messenger.

  Language:Jupyter Notebook15.4k2.2k

• nteract/papermill

  📚 Parameterize, execute, and analyze notebooks

  Language:Python6k430

• AssemblyAI-Community/Machine-Learning-From-Scratch

  Implementation of popular ML algorithms from scratch

  Language:Python746236

• soulmachine/machine-learning-cheat-sheet

  Classical equations and diagrams in machine learning

  Language:TeX7.5k1.3k

• marzenakrp/memorization-in-llms

  1

• public-apis/public-apis

  A collective list of free APIs

  Language:Python319k33.9k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.3k1.7k

• facebookresearch/doc-storygen-v2

  Codebase for LLM story generation; updated version of https//github.com/yangkevin2/doc-story-generation

  Language:Python729

• thu-coai/PaperForONLG

  Paper list for open-ended language generation

  18819

• opendilab/awesome-RLHF

  A curated list of reinforcement learning with human feedback resources (continually updated)

  3.5k212

• mistralai/mistral-finetune

  Language:Python2.8k232

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.7k414

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.2k1.3k

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python8k977

• prometheus-eval/prometheus-eval

  Evaluate your LLM's response with Prometheus and GPT4 💯

  Language:Python80349