arthurcbaia

arthurcbaia's Stars

• keras-team/keras

  Deep Learning for humans

  Language:Python62.3k1.9k12.3k19.5k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook40.4k418694.3k

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python36k3472.9k4.2k

• astral-sh/uv

  An extremely fast Python package and project manager, written in Rust.

  Language:Rust33.8k704.5k913

• tinygrad/tinygrad

  You like pytorch? You like micrograd? You love tinygrad! ❤️

  Language:Python27.3k2738343k

• unslothai/unsloth

  Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

  Language:Python19.8k1341.2k1.4k

• ymcui/Chinese-LLaMA-Alpaca

  中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

  Language:Python18.6k1837321.9k

• openai/evals

  Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

  Language:Python15.3k2632152.6k

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.8k77579634

• sgl-project/sglang

  SGLang is a fast serving framework for large language models and vision language models.

  Language:Python6.8k63805620

• joerick/pyinstrument

  🚴 Call stack profiler for Python. Shows you why your code is slow!

  Language:Python6.7k54168240

• pytorch-labs/gpt-fast

  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

  Language:Python5.7k60106520

• pytorch/torchtune

  PyTorch native post-training library

  Language:Python4.5k48804469

• DefTruth/Awesome-LLM-Inference

  📖A curated list of Awesome LLM/VLM Inference Papers with codes, such as FlashAttention, PagedAttention, Parallelism, etc. 🎉🎉

  3.1k1056207

• bclavie/RAGatouille

  Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

  Language:Python2.6k24162183

• imaurer/awesome-llm-json

  Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

  2k61590

• zanfranceschi/rinha-de-backend-2024-q1

  Repositório da 2ª edição da Rinha de Backend

  Language:HTML1.8k1551928

• AnswerDotAI/fsdp_qlora

  Training LLMs with QLoRA + FSDP

  Language:Jupyter Notebook1.4k2338188

• uclaml/SPIN

  The official implementation of Self-Play Fine-Tuning (SPIN)

  Language:Python1.1k123292

• scaleapi/llm-engine

  Scale LLM Engine public repository

  Language:Python788245559

• abacaj/fine-tune-mistral

  Fine-tune mistral-7B on 3090s, a100s, h100s

  Language:Python7046563

• Tanuki/tanuki.py

  Prompt engineering for developers

  Language:Python67675324

• nomic-ai/contrastors

  Train Models Contrastively in Pytorch

  Language:Python555124242

• rwitten/HighPerfLLMs2024

  Language:Python25214422

• crabcamp/lexrank

  LexRank algorithm for text summarization

  Language:Python2294542

• UnderstandLingBV/LLaMa2lang

  Convenience scripts to finetune (chat-)LLaMa3 and other models for any language

  Language:Python214103729

• architsharma97/dpo-rlaif

  Language:Jupyter Notebook923310

• fixie-ai/ai-benchmarks

  Benchmarking suite for popular AI APIs

  Language:Python783014

• cipher982/llm-benchmarks

  Benchmarking LLM Inference Speeds

  Language:Python12240

• LIAAD/PT-Pump-Up

  Hub for the Portuguese language NLP Resources

  Language:PHP57130