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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#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