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huggingface /transformers

Star154k

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek

UpdatedDec 18, 2025
Python

vllm-project /vllm

Sponsor

Star65.7k

A high-throughput and memory-efficient inference and serving engine for LLMs

amd cuda inference pytorch transformer openai moe llama gpt model-serving tpu kimi blackwell llm llm-serving qwen deepseek deepseek-v3 qwen3 gpt-oss

UpdatedDec 18, 2025
Python

labmlai /annotated_deep_learning_paper_implementations

Star64.8k

🧑‍🏫 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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

UpdatedNov 11, 2025
Python

ggml-org /whisper.cpp

Star45.2k

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

inference transformer speech-recognition openai speech-to-text whisper

UpdatedDec 18, 2025
C++

open-mmlab /mmdetection

Star32.2k

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino

UpdatedAug 21, 2024
Python

fishaudio /fish-speech

Star24.4k

SOTA Open Source TTS

tts transformer llama valle vqvae vits vqgan

UpdatedDec 1, 2025
Python

lukasmasuch /best-of-ml-python

Star22.9k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

python nlp data-science machine-learning deep-learning tensorflow scikit-learn keras ml data-visualization pytorch transformer data-analysis gpt automl jax data-visualizations gpt-3 chatgpt

UpdatedDec 11, 2025

amusi /CVPR2025-Papers-with-Code

Star21.6k

CVPR 2025 论文和开源项目合集

python machine-learning computer-vision deep-learning paper image-processing transformers transformer object-detection image-segmentation visual-tracking semantic-segmentation cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 cvpr2025

UpdatedJul 2, 2025

sgl-project /sglang

Star21.6k

SGLang is a fast serving framework for large language models and vision language models.

cuda inference pytorch transformer openai moe llama vlm kimi blackwell llm llm-serving llava deepseek llama3 deepseek-v3 deepseek-r1 qwen3 gpt-oss deepseek-v3-2

UpdatedDec 18, 2025
Python

SYSTRAN /faster-whisper

Star19.5k

Faster Whisper transcription with CTranslate2

deep-learning inference transformer speech-recognition openai speech-to-text quantization whisper

UpdatedNov 19, 2025
Python

datawhalechina /leedl-tutorial

Star16.1k

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

UpdatedNov 23, 2025
Jupyter Notebook

lukas-blecher /LaTeX-OCR

Star16k

pix2tex: Using a ViT to convert images of equations into LaTeX code.

python machine-learning ocr latex deep-learning image-processing pytorch dataset transformer vit image2text im2text im2latex im2markup math-ocr vision-transformer latex-ocr

UpdatedJan 18, 2025
Python

graykode /nlp-tutorial

Star14.8k

Natural Language Processing Tutorial for Deep Learning Researchers

nlp natural-language-processing tutorial tensorflow paper pytorch transformer attention bert

UpdatedFeb 21, 2024
Jupyter Notebook

BlinkDL /RWKV-LM

Star14.2k

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

deep-learning transformers pytorch transformer lstm rnn gpt language-model attention-mechanism gpt-2 gpt-3 linear-attention rwkv chatgpt

UpdatedDec 17, 2025
Python

alibaba /MNN

Star13.7k

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/README.md). MNN TaoAvatar Android - Local 3D Avatar Intelligence: apps/Android/Mnn3dAvatar/README.md

machine-learning arm deep-learning vulkan ml transformer convolution embedded-devices mnn winograd-algorithm llm

UpdatedNov 20, 2025
C++

cfug /dio

Star12.8k

A powerful HTTP client for Dart and Flutter, which supports global settings, Interceptors, FormData, aborting and canceling a request, files uploading and downloading, requests timeout, custom adapters, etc.

dart http adapter middleware network timeout transformer interceptor flutter dio cancellable

UpdatedDec 15, 2025
Dart

PaddlePaddle /PaddleSpeech

Star12.4k

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.