Saksham1611

Saksham1611's Stars

• speaches-ai/speaches

  Language:Python1.6k212

• huggingface/picotron

  Minimalistic 4D-parallelism distributed training framework for education purpose

  Language:Python96972

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook14.7k1.2k

• meta-llama/llama-cookbook

  Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

  Language:Jupyter Notebook16.6k2.4k

• AnswerDotAI/fsdp_qlora

  Training LLMs with QLoRA + FSDP

  Language:Jupyter Notebook1.5k189

• VikParuchuri/zero_to_gpt

  Go from no deep learning knowledge to implementing GPT.

  Language:Jupyter Notebook1.2k201

• All-Hands-AI/OpenHands

  🙌 OpenHands: Code Less, Make More

  Language:Python51.6k5.7k

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook43.3k6k

• srush/Triton-Puzzles

  Puzzles for learning Triton

  Language:Jupyter Notebook1.5k122

• pytorch-labs/gpt-fast

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

  Language:Python5.9k546

• Lightning-AI/litgpt

  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

  Language:Python11.9k1.2k

• weaviate/Verba

  Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

  Language:Python7k763

• norvig/pytudes

  Python programs, usually short, of considerable difficulty, to perfect particular skills.

  Language:Jupyter Notebook23.3k2.4k

• labmlai/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, ... 🧠

  Language:Python59.6k6k

• openai/openai-cookbook

  Examples and guides for using the OpenAI API

  Language:MDX62.5k10.1k

• charlola/hugo-theme-charlolamode

  This is a minimalistic theme template for websites.

  Language:HTML8843

• bfortuner/ml-glossary

  Machine learning glossary

  Language:Python3.1k735

• ChristofHenkel/kaggle-birdclef2021-2nd-place

  Language:Python8714

• ritchieng/the-incredible-pytorch

  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

  11.8k2.2k

• MLWave/Kaggle-Ensemble-Guide

  Code for the Kaggle Ensembling Guide Article on MLWave

  Language:Python1.6k555

• NielsRogge/Transformers-Tutorials

  This repository contains demos I made with the Transformers library by HuggingFace.

  Language:Jupyter Notebook10.3k1.5k

• eugeneyan/applied-ml

  📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

  27.9k3.7k

• ethen8181/machine-learning

  :earth_americas: machine learning tutorials (mainly in Python3)

  Language:HTML3.2k649

• DataTalksClub/mlops-zoomcamp

  Free MLOps course from DataTalks.Club

  Language:Jupyter Notebook11.7k2.3k

• bestfitting/instance_level_recognition

  The 2nd place solution to the 2020 edition of the Google Landmark Recognition competition

  Language:Python15633

• ml-tooling/best-of-ml-python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  19.9k2.7k

• wasimusu/MachineRC

  Machine Reading Comprehension on SQuad dataset

  Language:Python11

• georgian-io/Multimodal-Toolkit

  Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

  Language:Python60289

• udacity/NLP-Exercises

  Language:Jupyter Notebook198340

• docarray/docarray

  Represent, send, store and search multimodal data

  Language:Python3k233