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:Python
Total stars: 58051
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#python
#attention, #deeplearning, #deeplearningtutorial, #gan, #literateprogramming, #lora, #machinelearning, #neuralnetworks, #optimizers, #pytorch, #reinforcementlearning, #transformer, #transformers

vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
Language:Python
Total stars: 34142
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20 Jan 2025
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#python
#amd, #cuda, #gpt, #hpu, #inference, #inferentia, #llama, #llm, #llmserving, #llmops, #mlops, #modelserving, #pytorch, #rocm, #tpu, #trainium, #transformer, #xpu

roboflow/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Language:Jupyter Notebook
Total stars: 5918
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#jupyternotebook
#amazonsagemakerlab, #automaticlabelingsystem, #computervision, #deeplearning, #deepneuralnetworks, #googlecolab, #imageclassification, #imagesegmentation, #machinelearning, #objectdetection, #openvocabularydetection, #openvocabularysegmentation, #pytorch, #tutorial, #yolov5, #yolov6, #yolov7, #yolov8, #zeroshotclassification, #zeroshotdetection

ml-tooling/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Language:
Total stars: 19202
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#automl, #chatgpt, #dataanalysis, #datascience, #datavisualization, #datavisualizations, #deeplearning, #gpt, #gpt3, #jax, #keras, #machinelearning, #ml, #nlp, #python, #pytorch, #scikitlearn, #tensorflow, #transformer

sgl-project/sglang
SGLang is a fast serving framework for large language models and vision language models.
Language:Python
Total stars: 8931
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#python
#cuda, #deepseek, #deepseekllm, #deepseekv3, #inference, #llama, #llama2, #llama3, #llama31, #llava, #llm, #llmserving, #moe, #pytorch, #transformer, #vlm

AUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI
Language:Python
Total stars: 147238
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#python
#ai, #aiart, #deeplearning, #diffusion, #gradio, #imagegeneration, #image2image, #img2img, #pytorch, #stablediffusion, #text2image, #torch, #txt2img, #unstable, #upscaling, #web

FunAudioLLM/InspireMusic
InspireMusic: A Unified Framework for Music, Song, Audio Generation.
Language:Python
Total stars: 446
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#python
#audiogeneration, #audioprocessing, #musicgeneration, #pytorch

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 Notebook
Total stars: 16761
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#jupyternotebook
#ai, #finetuning, #langchain, #llama, #llama2, #llm, #machinelearning, #python, #pytorch, #vllm

babycommando/neuralgraffiti
Live-bending a foundation model’s output at neural network level.
Language:Jupyter Notebook
Total stars: 158
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#jupyternotebook
#finetuning, #liquidneuralnetworks, #llm, #neuralnetwork, #pytorch, #selfattention, #transformers

NielsRogge/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Language:Jupyter Notebook
Total stars: 10369
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#jupyternotebook
#bert, #gpt2, #layoutlm, #pytorch, #transformers, #visiontransformer

modelscope/FunASR
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
Language:Python
Total stars: 9523
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#python
#audiovisualspeechrecognition, #conformer, #dfsmn, #paraformer, #pretrainedmodel, #punctuation, #pytorch, #rnnt, #speakerdiarization, #speechrecognition, #speechgpt, #speechllm, #vad, #voiceactivitydetection, #whisper

girafe-ai/ml-course
Open Machine Learning course
Language:Jupyter Notebook
Total stars: 2606
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#jupyternotebook
#computervision, #course, #deeplearning, #machinelearning, #materials, #naturallanguageprocessing, #python, #pytorch, #reinforcementlearning, #seminars

rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Language:Jupyter Notebook
Total stars: 44280
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#jupyternotebook
#ai, #artificialintelligence, #chatgpt, #gpt, #languagemodel, #largelanguagemodels, #llm, #python, #pytorch, #transformer

lightly-ai/lightly-train
LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications
Language:Python
Total stars: 109
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#python
#computervision, #contrastivelearning, #deeplearning, #distillation, #embeddings, #machinelearning, #pretrainedmodels, #python, #pytorch, #selfsupervised, #selfsupervisedlearning

kotaro-kinoshita/yomitoku
Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.
Language:Python
Total stars: 697
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#python
#deeplearning, #layoutanalysis, #ocr, #python, #pytorch

tracel-ai/burn
Burn is a next generation Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
Language:Rust
Total stars: 10475
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#rust
#autodiff, #crossplatform, #cuda, #deeplearning, #kernelfusion, #machinelearning, #metal, #ndarray, #neuralnetwork, #onnx, #pytorch, #rocm, #rust, #scientificcomputing, #tensor, #vulkan, #wasm, #webgpu

comfyanonymous/ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
Language:Python
Total stars: 77882
Stars trend:
25 May 2025
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#python
#pytorch, #stablediffusion