Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
PyTorch
![](https://explore-feed.github.com/topics/pytorch/pytorch.png)
PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.
- GitHub: https://github.com/topics/pytorch
- Wikipedia: https://en.wikipedia.org/wiki/PyTorch
- Repo: https://github.com/pytorch/pytorch
- Created by: Facebook's AI Research lab (FAIR)
- Released: September 2016
- Related Topics: python, pytorch-tutorial,
- Last updated: 2024-07-29 13:55:27 UTC
- JSON Representation
https://github.com/automatic1111/stable-diffusion-webui
Stable Diffusion web UI
ai ai-art deep-learning diffusion gradio image-generation image2image img2img pytorch stable-diffusion text2image torch txt2img unstable upscaling web
Last synced: 02 Aug 2024
https://github.com/AUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI
ai ai-art deep-learning diffusion gradio image-generation image2image img2img pytorch stable-diffusion text2image torch txt2img unstable upscaling web
Last synced: 30 Jul 2024
https://github.com/huggingface/pytorch-transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Last synced: 05 Aug 2024
https://github.com/huggingface/pytorch-pretrained-BERT
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Last synced: 11 Aug 2024
https://github.com/huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Last synced: 30 Jul 2024
https://github.com/fchollet/keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Last synced: 04 Aug 2024
https://github.com/keras-team/keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Last synced: 30 Jul 2024
https://github.com/CorentinJ/Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
deep-learning python pytorch tensorflow tts voice-cloning
Last synced: 30 Jul 2024
https://github.com/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, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Last synced: 31 Jul 2024
https://github.com/ultralytics/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Last synced: 30 Jul 2024
https://github.com/GokuMohandas/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Last synced: 31 Jul 2024
https://github.com/TencentARC/GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution
Last synced: 30 Jul 2024
https://github.com/babysor/MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
ai deep-learning pytorch speech text-to-speech tts
Last synced: 31 Jul 2024
https://github.com/comfyanonymous/ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
Last synced: 31 Jul 2024
https://github.com/microsoft/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Last synced: 02 Aug 2024
https://github.com/microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Last synced: 31 Jul 2024
https://github.com/coqui-ai/tts
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
deep-learning glow-tts hifigan melgan multi-speaker-tts python pytorch speaker-encoder speaker-encodings speech speech-synthesis tacotron text-to-speech tts tts-model vocoder voice-cloning voice-conversion voice-synthesis
Last synced: 01 Aug 2024
https://github.com/coqui-ai/TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
deep-learning glow-tts hifigan melgan multi-speaker-tts python pytorch speaker-encoder speaker-encodings speech speech-synthesis tacotron text-to-speech tts tts-model vocoder voice-cloning voice-conversion voice-synthesis
Last synced: 30 Jul 2024
https://github.com/ray-project/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Last synced: 30 Jul 2024
https://github.com/rwightman/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Last synced: 05 Sep 2024
https://github.com/huggingface/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Last synced: 30 Jul 2024
https://github.com/pytorch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
artificial-intelligence python pytorch
Last synced: 01 Aug 2024
https://github.com/facebookresearch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
artificial-intelligence python pytorch
Last synced: 30 Jul 2024
https://github.com/yunjey/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning neural-networks pytorch pytorch-tutorial
Last synced: 31 Jul 2024
https://github.com/open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo
Last synced: 30 Jul 2024
https://github.com/lightning-AI/lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 27 Aug 2024
https://github.com/xinntao/Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
amine denoise esrgan image-restoration jpeg-compression pytorch real-esrgan super-resolution
Last synced: 30 Jul 2024
https://github.com/PyTorchLightning/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 08 Aug 2024
https://github.com/Lightning-AI/lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 06 Aug 2024
https://github.com/Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 31 Jul 2024
https://github.com/lutzroeder/netron
Visualizer for neural network, deep learning and machine learning models
ai caffe coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml neural-network onnx paddle pytorch tensorflow tensorflow-lite visualizer
Last synced: 29 Jul 2024
https://lutzroeder.github.io/Netron
Visualizer for neural network, deep learning and machine learning models
ai caffe coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml neural-network onnx paddle pytorch tensorflow tensorflow-lite visualizer
Last synced: 03 Aug 2024
https://github.com/fastai/fastai
The fastai deep learning library
colab deep-learning fastai gpu machine-learning notebooks python pytorch
Last synced: 30 Jul 2024
https://github.com/svc-develop-team/so-vits-svc
SoftVC VITS Singing Voice Conversion
ai audio-analysis deep-learning flow generative-adversarial-network pytorch singing-voice-conversion so-vits-svc sovits speech variational-inference vc vits voice voice-changer voice-conversion voiceconversion
Last synced: 31 Jul 2024
https://github.com/rasbt/llms-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Last synced: 02 Aug 2024
https://github.com/vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
amd cuda gpt inference inferentia llama llm llm-serving llmops mlops model-serving pytorch rocm tpu trainium transformer xpu
Last synced: 30 Jul 2024
https://github.com/rasbt/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Last synced: 30 Jul 2024
https://github.com/microsoft/JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
deep-learning platform pytorch
Last synced: 31 Jul 2024
https://github.com/huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
deep-learning diffusion flax hacktoberfest image-generation image2image jax latent-diffusion-models pytorch score-based-generative-modeling stable-diffusion stable-diffusion-diffusers text2image
Last synced: 31 Jul 2024
https://github.com/ultralytics/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolov3 yolov5 yolov8
Last synced: 31 Jul 2024
https://github.com/JaidedAI/EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition
Last synced: 30 Jul 2024
https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix pytorch
Last synced: 01 Aug 2024
https://github.com/d2l-ai/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow
Last synced: 31 Jul 2024
https://github.com/WZMIAOMIAO/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
bilibili classification deep-learning object-detection pytorch segmentation tensorflow2
Last synced: 31 Jul 2024
https://github.com/deepinsight/insightface
State-of-the-art 2D and 3D Face Analysis Project
age-estimation arcface face-alignment face-detection face-recognition mxnet oneflow paddlepaddle pytorch retinaface
Last synced: 30 Jul 2024
https://rusty1s.github.io/pytorch_geometric
Graph Neural Network Library for PyTorch
deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch
Last synced: 03 Aug 2024
https://github.com/rusty1s/pytorch_geometric
Graph Neural Network Library for PyTorch
deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch
Last synced: 29 Aug 2024
https://github.com/pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch
Last synced: 31 Jul 2024
https://github.com/zergtant/pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
deep-learning machine-learning neural-network pytorch pytorch-handbook pytorch-tutorials
Last synced: 01 Aug 2024
https://github.com/tencent/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan
Last synced: 03 Aug 2024
https://github.com/Tencent/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan
Last synced: 30 Jul 2024
https://github.com/huggingface/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow
Last synced: 30 Jul 2024
https://github.com/ShusenTang/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
computer-vision d2l deep-learning deep-learning-tutorial natural-language-processing pytorch pytorch-tutorial
Last synced: 31 Jul 2024
https://github.com/Sanster/lama-cleaner
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
inpainting lama latent-diffusion mat pytorch stable-diffusion zits
Last synced: 31 Jul 2024
https://github.com/Sanster/IOPaint
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
inpainting lama latent-diffusion mat pytorch stable-diffusion zits
Last synced: 31 Jul 2024
https://github.com/onnx/onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks dnn keras machine-learning ml mxnet neural-network onnx pytorch scikit-learn tensorflow
Last synced: 31 Jul 2024
https://github.com/Anjok07/ultimatevocalremovergui
GUI for a Vocal Remover that uses Deep Neural Networks.
audio instrumental karaoke kareokee music pytorch separation source spectrogram vocal vocal-remover vocals
Last synced: 31 Jul 2024
https://github.com/ml-tooling/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
Last synced: 30 Jul 2024
https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
gans generative-adversarial-network image-manipulation image-restoration old-photo-restoration photo-restoration photos pytorch
Last synced: 30 Jul 2024
https://github.com/sczhou/CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
codebook codeformer face-enhancement face-restoration pytorch restoration super-resolution vqgan
Last synced: 31 Jul 2024
https://github.com/uber/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber
Last synced: 12 Aug 2024
https://github.com/horovod/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber
Last synced: 30 Jul 2024
https://github.com/roboflow/supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Last synced: 31 Jul 2024
https://github.com/ivy-llc/ivy
The Unified AI Framework
abstraction autograd deep-learning gpu ivy jax machine-learning mxnet neural-network numpy python pytorch template tensorflow
Last synced: 01 Aug 2024
https://github.com/Microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms mlops model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Last synced: 01 Aug 2024
https://github.com/microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms mlops model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial
Last synced: 31 Jul 2024
https://github.com/flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings
Last synced: 30 Jul 2024
https://github.com/zalandoresearch/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings
Last synced: 31 Jul 2024
https://github.com/huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
adapter diffusion llm lora parameter-efficient-learning python pytorch transformers
Last synced: 30 Jul 2024
https://github.com/deepset-ai/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning nlp python pytorch question-answering semantic-search squad summarization transformers
Last synced: 31 Jul 2024
https://github.com/Mikoto10032/DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow
Last synced: 01 Aug 2024
https://github.com/dragen1860/Deep-Learning-with-TensorFlow-book
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
book deeplearning machinelearning opensource python pytorch tensorflow tensorflow2
Last synced: 31 Jul 2024
https://github.com/WongKinYiu/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
darknet pytorch scaled-yolov4 yolor yolov3 yolov4 yolov7
Last synced: 31 Jul 2024
https://github.com/ai4finance-foundation/fingpt
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Last synced: 02 Aug 2024
https://github.com/NVIDIA/DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Last synced: 31 Jul 2024
https://github.com/AI4Finance-Foundation/FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Last synced: 31 Jul 2024
https://github.com/hanxiao/bert-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec
Last synced: 11 Aug 2024
https://github.com/jina-ai/clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec
Last synced: 30 Jul 2024
https://github.com/blinkdl/rwkv-lm
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers
Last synced: 02 Aug 2024
https://github.com/BlinkDL/RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers
Last synced: 31 Jul 2024
https://github.com/chenyuntc/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom
Last synced: 31 Jul 2024
https://github.com/allenai/allennlp
An open-source NLP research library, built on PyTorch.
data-science deep-learning natural-language-processing nlp python pytorch
Last synced: 30 Jul 2024
https://github.com/lukas-blecher/LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
dataset deep-learning im2latex im2markup im2text image-processing image2text latex latex-ocr machine-learning math-ocr ocr python pytorch transformer vision-transformer vit
Last synced: 31 Jul 2024
https://github.com/ouyanghuiyu/chineseocr_lite
超轻量级中文ocr,支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Last synced: 04 Aug 2024
https://github.com/DayBreak-u/chineseocr_lite
超轻量级中文ocr,支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Last synced: 31 Jul 2024
https://github.com/opencv/cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Last synced: 30 Jul 2024
https://github.com/cvat-ai/cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Last synced: 01 Aug 2024
https://github.com/xmu-xiaoma666/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
attention cbam excitation-networks linear-layers paper pytorch squeeze visual-tasks
Last synced: 02 Aug 2024
https://github.com/ritchieng/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch
Last synced: 31 Jul 2024
https://github.com/uber/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch
Last synced: 05 Aug 2024
https://github.com/ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch
Last synced: 30 Jul 2024
https://github.com/isl-org/Open3D
Open3D: A Modern Library for 3D Data Processing
3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization
Last synced: 31 Jul 2024
https://github.com/intel-isl/Open3D
Open3D: A Modern Library for 3D Data Processing
3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization
Last synced: 13 Aug 2024
https://github.com/stas00/ml-engineering
Machine Learning Engineering Open Book
ai large-language-models llm machine-learning machine-learning-engineering mlops pytorch scalability slurm transformers
Last synced: 31 Jul 2024
https://github.com/microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta
Last synced: 31 Jul 2024
https://github.com/facebookresearch/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm
Last synced: 05 Sep 2024
https://github.com/meta-llama/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm
Last synced: 30 Jul 2024
https://github.com/jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai
Last synced: 01 Aug 2024
https://github.com/kornia/kornia
Geometric Computer Vision Library for Spatial AI
artificial-intelligence computer-vision deep-learning image-processing machine-learning neural-network python pytorch robotics spatial-ai
Last synced: 30 Jul 2024