AmberLJC

AmberLJC's Stars

• AUTOMATIC1111/stable-diffusion-webui

  Stable Diffusion web UI

  Language:Python145k1.1k7.7k27.2k

• comfyanonymous/ComfyUI

  The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

  Language:Python61.5k4314.1k6.6k

• rust-lang/rustlings

  :crab: Small exercises to get you used to reading and writing Rust code!

  Language:Rust55.3k34168610.3k

• xai-org/grok-1

  Grok open release

  Language:Python49.8k5912148.3k

• run-llama/llama_index

  LlamaIndex is a data framework for your LLM applications

  Language:Python37.6k2505.7k5.4k

• ggerganov/whisper.cpp

  Port of OpenAI's Whisper model in C/C++

  Language:C++36.6k3181.4k3.7k

• brendangregg/FlameGraph

  Stack trace visualizer

  Language:Perl17.6k4821502k

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python12.1k11630735

• NVIDIA/apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

  Language:Python8.5k1001.2k1.4k

• bentoml/BentoML

  The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

  Language:Python7.2k761.1k797

• pytorch-labs/gpt-fast

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

  Language:Python5.7k60106520

• AutoGPTQ/AutoGPTQ

  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

  Language:Python4.6k31471490

• wdndev/llm_interview_note

  主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

  Language:HTML4.4k237509

• facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.

  Language:Python3.2k50360283

• xdevplatform/Twitter-API-v2-sample-code

  Sample code for the Twitter API v2 endpoints

  Language:JavaScript2.8k66741k

• pytorch/torchtitan

  A PyTorch native library for large model training

  Language:Python2.8k44198228

• NVlabs/VILA

  VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

  Language:Python2.2k37144184

• lucidrains/lion-pytorch

  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

  Language:Python2.1k152452

• flashinfer-ai/flashinfer

  FlashInfer: Kernel Library for LLM Serving

  Language:Cuda1.6k21153163

• lyuchenyang/Macaw-LLM

  Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

  Language:Python1.6k3337128

• SqueezeAILab/LLMCompiler

  [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

  Language:Python1.6k257116

• huggingface/nanotron

  Minimalistic large language model 3D-parallelism training

  Language:Python1.4k4393135

• Yifan-Song793/RestGPT

  An LLM-based autonomous agent controlling real-world applications via RESTful APIs

  Language:Python1.3k151199

• facebookresearch/HolisticTraceAnalysis

  A library to analyze PyTorch traces.

  Language:Python315185845

• apple/pfl-research

  Simulation framework for accelerating research in Private Federated Learning

  Language:Jupyter Notebook306221332

• microsoft/vattention

  Dynamic Memory Management for Serving LLMs without PagedAttention

  Language:C26251116

• shawntan/scattermoe

  Triton-based implementation of Sparse Mixture of Experts.

  Language:Python19141615

• turingmotors/heron

  Language:Python1665825

• cisco-open/pymultiworld

  A framework for PyTorch to enable fault management for collective communication libraries (CCL) such as NCCL

  Language:Python17214

• zakuro-ai/sakura

  Sakura is the ML library of the Zakuro framework. It provides asynchronous distributed training for Pytorch.

  Language:Python15302