koulanurag

koulanurag's Stars

• openai/openai-cookbook

  Examples and guides for using the OpenAI API

  Language:MDX60.8k8944879.7k

• rasbt/LLMs-from-scratch

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

  Language:Jupyter Notebook36.3k3941094.6k

• astral-sh/ruff

  An extremely fast Python linter and code formatter, written in Rust.

  Language:Rust34.1k845.8k1.1k

• Aider-AI/aider

  aider is AI pair programming in your terminal

  Language:Python23.8k1572.3k2.2k

• ml-explore/mlx

  MLX: An array framework for Apple silicon

  Language:C++18k1485891k

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook15.3k1124171.4k

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.4k771.3k1.3k

• karpathy/minbpe

  Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

  Language:Python9.3k8538875

• kyutai-labs/moshi

  Language:Python7.1k8092551

• pytorch-labs/gpt-fast

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

  Language:Python5.7k60106521

• google/gemma_pytorch

  The official PyTorch implementation of Google's Gemma models

  Language:Python5.3k3941514

• opendilab/awesome-RLHF

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

  3.6k624218

• cohere-ai/cohere-toolkit

  Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

  Language:TypeScript2.9k4255371

• pytorch/torchtitan

  A PyTorch native library for large model training

  Language:Python2.8k44198228

• facebookresearch/Pearl

  A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

  Language:Jupyter Notebook2.7k3559170

• eric-mitchell/direct-preference-optimization

  Reference implementation for DPO (Direct Preference Optimization)

  Language:Python2.3k1984189

• maitrix-org/llm-reasoners

  A library for advanced large language model reasoning

  Language:Python1.6k1948138

• JonasGeiping/cramming

  Cramming the training of a (BERT-type) language model into limited compute.

  Language:Python1.3k233499

• google-deepmind/rlax

  Language:Python1.3k342688

• openai/lm-human-preferences

  Code for the paper Fine-Tuning Language Models from Human Preferences

  Language:Python1.3k2315164

• sarthakrastogi/quality-prompts

  Language:Python7168447

• alexmolas/microsearch

  Language:Python3973233

• facebookresearch/searchformer

  Official codebase for the paper "Beyond A* Better Planning with Transformers via Search Dynamics Bootstrapping".

  Language:Jupyter Notebook3435118

• VIRL-Platform/VIRL

  (ECCV 2024) Code for V-IRL: Grounding Virtual Intelligence in Real Life

  Language:Python31912513

• haoliuhl/chain-of-hindsight

  Simple next-token-prediction for RLHF

  Language:Python21941717

• gautierdag/bpeasy

  Fast bare-bones BPE for modern tokenizer training

  Language:Python142233

• microsoft/LLF-Bench

  A benchmark for evaluating learning agents based on just language feedback

  Language:Python616613

• vwxyzjn/gym-microrts-paper

  The source code for the gym-microrts paper.

  Language:Python42463

• understanding-search/maze-dataset

  maze datasets for investigating OOD behavior of ML systems

  Language:Jupyter Notebook184224

• RAIVNLab/SuperposedDecoding

  Code repository for the paper - "Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass"

  Language:Python17704