Xiaoyang-Wang

Xiaoyang-Wang's Stars

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python37.5k2205.6k4.6k

• ray-project/ray

  Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python34.8k47919.2k5.9k

• karpathy/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda25k2521412.8k

• stanfordnlp/dspy

  DSPy: The framework for programming—not prompting—language models

  Language:Python20.8k1519011.6k

• unslothai/unsloth

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

  Language:Python20.1k1351.2k1.4k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++13.9k1981.6k1.7k

• ShishirPatil/gorilla

  Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

  Language:Python11.6k972781k

• khangich/machine-learning-interview

  Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

  10.1k22441.6k

• Unstructured-IO/unstructured

  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

  Language:HTML9.7k641.1k816

• skypilot-org/skypilot

  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

  Language:Python7k721.9k541

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k49552430

• alirezadir/Machine-Learning-Interviews

  This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

  Language:Jupyter Notebook5.2k815907

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.9k111137420

• CarperAI/trlx

  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

  Language:Python4.6k51292472

• openai/transformer-debugger

  Language:Python4.1k2614241

• youssefHosni/Data-Science-Interview-Questions-Answers

  Curated list of data science interview questions and answers

  3.8k605877

• karpathy/ng-video-lecture

  Language:Python3.7k5730968

• OpenRLHF/OpenRLHF

  An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

  Language:Python3.6k28381340

• andrewekhalel/MLQuestions

  Machine Learning and Computer Vision Engineer - Technical Interview Questions

  3.2k282523

• openai/weak-to-strong

  Language:Python2.5k3317310

• davda54/sam

  SAM: Sharpness-Aware Minimization (PyTorch)

  Language:Python1.8k1282195

• tatsu-lab/alpaca_eval

  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

  Language:Jupyter Notebook1.6k8155249

• huggingface/nanotron

  Minimalistic large language model 3D-parallelism training

  Language:Python1.4k4393135

• patx/pickledb

  pickleDB is an open source key-value store using Python's json module.

  Language:Python9391564125

• volcengine/veScale

  A PyTorch Native LLM Training Framework

  Language:Python688331836

• allenai/reward-bench

  RewardBench: the first evaluation tool for reward models.

  Language:Python47956956

• CarperAI/DRLX

  Diffusion Reinforcement Learning Library

  Language:Python17511128

• GFNOrg/gfn-lm-tuning

  Language:Jupyter Notebook16941022

• Leooyii/LCEG

  Long Context Extension and Generalization in LLMs

  Language:Python39331

• BIT-DA/DUC

  [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"

  Language:Python31010