PyTorch | Ecosyste.ms: Awesome

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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 23 Dec 2024

https://github.com/comfyanonymous/comfyui

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

pytorch stable-diffusion

Last synced: 23 Dec 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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 23 Dec 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: 27 Oct 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: 23 Dec 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: 23 Dec 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: 23 Dec 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: 27 Oct 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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 25 Oct 2024

https://github.com/ray-project/ray

Ray is an AI compute engine. 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: 23 Dec 2024

https://github.com/comfyanonymous/ComfyUI

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

pytorch stable-diffusion

Last synced: 28 Oct 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: 23 Dec 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: 28 Oct 2024

https://github.com/vllm-project/vllm

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

amd cuda gpt hpu inference inferentia llama llm llm-serving llmops mlops model-serving pytorch rocm tpu trainium transformer xpu

Last synced: 23 Dec 2024

https://github.com/ultralytics/ultralytics

Ultralytics YOLO11 🚀

deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolo-world-v2 yolo11 yolov10 yolov8 yolov9

Last synced: 23 Dec 2024

https://github.com/facebookresearch/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

artificial-intelligence python pytorch

Last synced: 23 Dec 2024

https://github.com/yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

deep-learning neural-networks pytorch pytorch-tutorial

Last synced: 23 Dec 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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 25 Oct 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: 23 Dec 2024

https://github.com/lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer

Last synced: 23 Dec 2024

https://lutzroeder.github.io/Netron

Visualizer for neural network, deep learning and machine learning models

ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer

Last synced: 18 Nov 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: 23 Dec 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: 29 Oct 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: 23 Dec 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: 26 Oct 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: 26 Oct 2024

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 23 Dec 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: 29 Sep 2024

https://github.com/roboflow/supervision

We write your reusable computer vision tools. 💜

classification coco computer-vision deep-learning hacktoberfest 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: 23 Dec 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: 23 Dec 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: 23 Dec 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: 28 Oct 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: 23 Dec 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: 23 Dec 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: 23 Dec 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: 26 Oct 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: 02 Nov 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: 28 Oct 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: 23 Dec 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: 23 Dec 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: 17 Nov 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: 23 Dec 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: 23 Dec 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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 23 Dec 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: 24 Dec 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 Oct 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: 23 Dec 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: 29 Oct 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: 23 Dec 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: 27 Oct 2024

https://github.com/deepset-ai/haystack

:mag: AI 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 llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers

Last synced: 23 Dec 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: 23 Dec 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: 23 Dec 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: 29 Oct 2024

https://github.com/camenduru/stable-diffusion-webui-colab

stable diffusion webui colab

ai ai-art colab colab-notebook colaboratory deep-learning dreambooth gradio image-generation img2img lora pytorch stable-diffusion stable-diffusion-web-ui stable-diffusion-webui t2v text2video texttovideo txt2img

Last synced: 23 Dec 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: 24 Dec 2024

https://github.com/microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow

Last synced: 23 Dec 2024

https://github.com/arc53/docsgpt

Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow

ai chatgpt docsgpt hacktoberfest information-retrieval language-model llm machine-learning natural-language-processing python pytorch rag react semantic-search transformers web-app

Last synced: 23 Dec 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: 24 Dec 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: 25 Oct 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: 23 Dec 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: 08 Nov 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: 24 Dec 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: 23 Dec 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: 23 Dec 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: 09 Nov 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: 29 Sep 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 Oct 2024

https://github.com/meta-llama/llama-recipes

Scripts for fine-tuning Meta Llama 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 Llama for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 23 Dec 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: 23 Dec 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: 05 Nov 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: 23 Dec 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: 25 Oct 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: 23 Dec 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: 27 Oct 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: 27 Oct 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: 24 Dec 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: 27 Oct 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: 23 Dec 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: 23 Dec 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