pretrained-models

There are 93 repositories under pretrained-models topic.

transformers
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
Language:Python 129602
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
Language:Python 30846
spleeter
deezer / spleeter
Deezer source separation library including pretrained models.
audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals
Language:Python 25342
QwenLM / Qwen
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
chinese large-language-models natural-language-processing flash-attention llm pretrained-models
Language:Python 12735
PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
nlp embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie document-intelligence compression llm distributed-training llama
Language:Python 11765
mlfoundations / open_clip
An open source implementation of CLIP.
computer-vision contrastive-loss deep-learning language-model multi-modal-learning pretrained-models pytorch zero-shot-classification
Language:Python 9276
qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
segmentation image-processing pspnet unet unet-pytorch pytorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights computer-vision segformer transformers
Language:Python 9172
bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
bloom deep-learning distributed-systems language-models large-language-models machine-learning neural-networks pytorch volunteer-computing pipeline-parallelism tensor-parallelism guanaco llama chatbot gpt transformer nlp pretrained-models llama2 falcon
Language:Python 8945
OptimalScale / LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer
Language:Python 8136
THUDM / CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
code-generation pretrained-models tools
Language:Python 8003
lukemelas / EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
efficientnet-pytorch feature-extraction imagenet pretrained-models
Language:Python 7820
THUDM / CodeGeeX2
CodeGeeX2: A More Powerful Multilingual Code Generation Model
code code-generation pretrained-models tool
Language:Python 7610
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
azure-ml best-practices deep-learning machine-learning mlflow natural-language natural-language-inference natural-language-processing natural-language-understanding nli nlp nlu pretrained-models sota text text-classification transfomer
Language:Python 6350
InternLM / InternLM
Official release of InternLM2.5 7B base and chat models. 1M context support
chatbot chinese fine-tuning-llm flash-attention gpt large-language-model llm long-context pretrained-models rlhf
Language:Python 5862
THUDM / CogVLM
a state-of-the-art-level open visual language model | 多模态预训练模型
cross-modality language-model multi-modal pretrained-models visual-language-models
Language:Python 5684
pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection
Language:Jupyter Notebook 5567
facebookresearch / mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa
Language:Python 5452
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Language:Python 5359
snakers4 / silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
speech-recognition speech-to-text stt asr pretrained-models english german spanish stt-benchmark pytorch colab onnx torch-hub text-to-speech tts-models speech speech-synthesis tts repunctuation capitalization
Language:Jupyter Notebook 4738
superduper
superduper-io / superduper
🔮 SuperDuper: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search
Language:Python 4567
lonePatient / awesome-pretrained-chinese-nlp-models
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合
chinese nlp pretrained-models bert roberta xlnet nezha ernie gpt gpt-2 nlu-nlg simbert pangu dataset llm large-language-models multimodel
Language:Python 4562
timesler / facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
face-detection face-identification face-recognition face-tracking facial-recognition inception-resnet mtcnn pretrained-models pytorch resnet
Language:Python 4342
OFA-Sys / Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
chinese clip computer-vision contrastive-loss coreml-models deep-learning image-text-retrieval multi-modal multi-modal-learning nlp pretrained-models pytorch transformers vision-and-language-pre-training vision-language
Language:Python 4019
Fengshenbang-LM
IDEA-CCNL / Fengshenbang-LM
Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。
aigc chinese-nlp distributed-training multimodal pretrained-models pytorch transformers
Language:Python 3968
huawei-noah / Efficient-AI-Backbones
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
convolutional-neural-networks efficient-inference ghostnet imagenet model-compression pretrained-models pytorch tensorflow transformer vision-transformer
Language:Python 3928
CLUEbenchmark / CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers
Language:Python 3916
PINTO_model_zoo
PINTO0309 / PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
tensorflow tensorflow-lite openvino edgetpu mediapipe coreml tensorflowjs tf-trt onnx pytorch tflite tfjs model-zoo models keras computer-vision caffe pretrained-models model tflite-models
Language:Python 3433
open-mmlab / mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
image-classification resnet mobilenet pytorch deep-learning swin-transformer beit clip constrastive-learning convnext mae masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal
Language:Python 3301
huawei-noah / Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
knowledge-distillation large-scale-distributed model-compression pretrained-models quantization
Language:Python 2992
argmaxinc / WhisperKit
On-device Speech Recognition for Apple Silicon
inference ios macos pretrained-models speech-recognition swift transformers visionos watchos whisper
Language:Swift 2963
deepsparse
neuralmagic / deepsparse
Sparsity-aware deep learning inference runtime for CPUs
computer-vision cpus deepsparse inference llm-inference machinelearning nlp object-detection onnx performance pretrained-models pruning quantization sparsification
Language:Python 2947
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2940
OFA-Sys / OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
multimodal pretraining image-captioning text-to-image-synthesis visual-question-answering referring-expression-comprehension vision-language pretrained-models prompt prompt-tuning chinese
Language:Python 2376
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2204
asteroid-team / asteroid
The PyTorch-based audio source separation toolkit for researchers
audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation
Language:Python 2176
isl-org / ZoeDepth
Metric depth estimation from a single image
adaptive-bins deep-learning depth-estimation metric-depth-estimation monocular-depth-estimation neural-networks pretrained-models transformers zero-shot-transfer
Language:Jupyter Notebook 2125