pretrained-models

There are 127 repositories under pretrained-models topic.

transformers
huggingface / transformers
🤗 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.
nlp natural-language-processing pytorch pytorch-transformers transformer model-hub pretrained-models speech-recognition hacktoberfest python machine-learning deep-learning audio deepseek gemma glm llm qwen vlm
Language:Python 149808
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
pytorch resnet pretrained-models pretrained-weights distributed-training mobile-deep-learning mobilenet-v2 mobilenetv3 efficientnet augmix randaugment mixnet vision-transformer-models nfnets normalization-free-training maxvit convnext image-classification imagenet optimizer
Language:Python 35267
spleeter
deezer / spleeter
Deezer source separation library including pretrained models.
deezer python tensorflow audio-processing pretrained-models bass drums vocals deep-learning model
Language:Python 27369
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 19270
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
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 12762
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 12607
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 falcon mixtral
Language:Python 9791
zai-org / CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
code-generation pretrained-models tools
Language:Python 8630
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 8458
pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
pytorch speech-processing speaker-diarization speech-activity-detection speaker-change-detection speaker-embedding voice-activity-detection pretrained-models overlapped-speech-detection speaker-recognition speaker-verification
Language:Jupyter Notebook 8285
lukemelas / EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
efficientnet-pytorch imagenet feature-extraction pretrained-models
Language:Python 8154
zai-org / CodeGeeX2
CodeGeeX2: A More Powerful Multilingual Code Generation Model
code code-generation pretrained-models tool
Language:Python 7615
InternLM / InternLM
Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).
chatbot gpt large-language-model long-context rlhf fine-tuning-llm llm chinese flash-attention pretrained-models
Language:Python 7055
zai-org / 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 6659
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 6428
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
image-classification knowledge-distillation autoaugment randaugment gridmask cutmix deit repvgg swin-transformer pretrained-models image-retrieval-system image-recognition product-recognition fastdeploy
Language:Python 5721
facebookresearch / mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
pytorch vqa pretrained-models multimodal deep-learning captioning dialog textvqa hateful-memes multi-tasking
Language:Python 5589
OFA-Sys / Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
chinese computer-vision multi-modal-learning nlp pytorch vision-and-language-pre-training image-text-retrieval clip pretrained-models vision-language deep-learning multi-modal contrastive-loss transformers coreml-models
Language:Jupyter Notebook 5507
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 5481
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 5394
superduper
superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
ai mlops torch transformers mongodb python pytorch ml database data inference distributed-ml llm-inference pretrained-models chatbot semantic-search llm-serving llmops vector-search rag
Language:Python 5208
timesler / facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
pytorch resnet inception-resnet face-recognition face-identification face-tracking mtcnn pretrained-models face-detection facial-recognition
Language:Python 4977
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 imagenet model-compression tensorflow pytorch ghostnet transformer pretrained-models vision-transformer
Language:Python 4305
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
nlu benchmark chinese corpus dataset bert albert chineseglue glue roberta language-model pretrained-models transformers tensorflow pytorch
Language:Python 4188
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。
chinese-nlp pretrained-models pytorch distributed-training transformers aigc multimodal
Language:Python 4143
LLMBook-zh / LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
artificial-intelligence deep-learning deep-neural-networks deep-reinforcement-learning fine-tuning language-model large-language-models natural-language-processing nlp pretrained-models
Language:Python 3962
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 3911
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 3741
chronos-forecasting
amazon-science / chronos-forecasting
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
forecasting large-language-models llm machine-learning time-series foundation-models pretrained-models time-series-forecasting timeseries artificial-intelligence huggingface huggingface-transformers transformers
Language:Python 3626
deepsparse
neuralmagic / deepsparse
Sparsity-aware deep learning inference runtime for CPUs
machinelearning onnx inference computer-vision object-detection pruning quantization pretrained-models nlp cpus sparsification llm-inference performance deepsparse
Language:Python 3158
huawei-noah / Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
knowledge-distillation model-compression quantization pretrained-models large-scale-distributed
Language:Python 3136
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 3015
huggingface_hub
huggingface / huggingface_hub
The official Python client for the Huggingface Hub.
model-hub machine-learning models natural-language-processing deep-learning pytorch pretrained-models hacktoberfest
Language:Python 2912
isl-org / ZoeDepth
Metric depth estimation from a single image
deep-learning depth-estimation monocular-depth-estimation neural-networks pretrained-models transformers zero-shot-transfer adaptive-bins metric-depth-estimation
Language:Jupyter Notebook 2695
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 2532
asteroid-team / asteroid
The PyTorch-based audio source separation toolkit for researchers
source-separation speech-separation audio-separation speech-enhancement deep-learning pytorch pretrained-models
Language:Python 2454