function: transformers
60 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| time-series-foundation-models/lag-llama Lag-Llama is the first open-source foundation model for probabilistic time series forecasting, built on a transformer architecture. It prov… | 37 | 1601 | active |
| lucidrains/DALLE-pytorch A PyTorch implementation/replication of OpenAI's DALL-E, a text-to-image transformer, including a discrete VAE and optional CLIP for rankin… | 23 | 5627 | maintenance |
| explosion/spacy-transformers A spaCy v3 extension package that provides pipeline components for using pretrained transformer models like BERT, RoBERTa, XLNet, and GPT-2… | 71 | 1409 | stable |
| soda-inria/tabicl TabICLv2 is an open-source tabular foundation model that performs classification and regression via a single forward pass through a pre-tra… | 81 | 1309 | active |
| Ma-Lab-Berkeley/CRATE CRATE is the official PyTorch implementation of the Coding RAte reduction TransformEr, a family of 'white-box' transformer architectures de… | 29 | 1275 | active |
| thuml/Large-Time-Series-Model Official code, datasets, and checkpoints for Timer and Sundial, generative pre-trained Transformer foundation models for general time serie… | 58 | 1010 | active |
| google-research/robotics_transformer A Python library from Google Research implementing RT-1 (Robotics Transformer), a transformer model for end-to-end robotic control with an … | 10 | 1743 | maintenance |
| invictus717/MetaTransformer Meta-Transformer is a research framework for unified multimodal learning that maps inputs from 12 modalities (text, images, point clouds, a… | 19 | 1647 | maintenance |
| SKTBrain/KoBERT KoBERT is a Korean BERT language model pre-trained on Korean Wikipedia by SK Telecom, distributed as a Python package with PyTorch, ONNX, a… | 44 | 1416 | maintenance |
| lucidrains/CoCa-pytorch A Pytorch implementation of CoCa (Contrastive Captioners), an image-text foundation model that combines contrastive learning with an encode… | 23 | 1198 | maintenance |
| EleutherAI/gpt-neo GPT-Neo is EleutherAI's implementation of model- and data-parallel GPT-3-style transformer language models built on mesh-tensorflow, with r… | 10 | 8270 | abandoned |
| haotian-liu/LLaVA LLaVA (Large Language and Vision Assistant) is an open-source multimodal large language model framework implementing visual instruction tun… | 20 | 25000 | active |
| deepseek-ai/DeepSeek-OCR DeepSeek-OCR is an open vision-language model from DeepSeek AI that researches 'contexts optical compression' - encoding long text contexts… | 45 | 23855 | active |
| microsoft/unilm Microsoft's collection of large-scale self-supervised pre-trained models spanning tasks, 100+ languages, and modalities (text, image, layou… | 67 | 22194 | active |
| RWKV RWKV is a novel language model architecture that combines RNN efficiency (linear time, constant memory, no KV-cache) with transformer-level… | 67 | 14683 | active |
| facebookresearch/vggt VGGT (Visual Geometry Grounded Transformer) is a feed-forward transformer model from Meta AI and Oxford VGG that infers 3D geometry—camera … | 58 | 14292 | active |
| PaddlePaddle/PaddleNLP PaddleNLP is an easy-to-use NLP and large language model development kit built on the PaddlePaddle deep learning framework, with a large pr… | 63 | 12967 | active |
| OpenVINO OpenVINO is an open-source toolkit from Intel for optimizing and deploying deep learning inference across CPU, GPU, and NPU hardware. It su… | 95 | 10740 | stable |
| FoundationVision/VAR Official PyTorch implementation of Visual Autoregressive Modeling (VAR), a NeurIPS 2024 Best Paper-winning method for scalable image genera… | 48 | 8729 | active |
| DepthAnything/Depth-Anything-V2 Depth Anything V2 is a foundation model for monocular depth estimation, trained on 595K synthetic labeled images and 62M+ real unlabeled im… | 56 | 8709 | stable |
| google-research/bert Google Research's official TensorFlow implementation of BERT, the Bidirectional Encoder Representations from Transformers language model, a… | 10 | 40046 | maintenance |
| EleutherAI/gpt-neox GPT-NeoX is EleutherAI's library for training large-scale autoregressive transformer language models on GPUs, built on NVIDIA's Megatron an… | 62 | 7459 | active |
| aidlearning/AidLearning-FrameWork AidLux (originally AidLearning) is an AIoT development platform that runs a native Ubuntu Linux environment with GUI, deep learning tooling… | 70 | 5797 | active |
| IDEA-CCNL/Fengshenbang-LM Fengshenbang-LM is an open-source suite of Chinese large language models and a PyTorch training framework from IDEA Research's CCNL lab, ai… | 71 | 4123 | active |
| huggingface/distil-whisper Distil-Whisper is a distilled version of OpenAI's Whisper model for English speech recognition, offering 6x faster inference, 49% fewer par… | 27 | 4112 | active |
| QwenLM/Qwen2.5-Omni Qwen2.5-Omni is an end-to-end multimodal model from Alibaba's Qwen team that understands text, images, audio, and video, and generates stre… | 31 | 4074 | active |
| stanford-futuredata/ColBERT ColBERT is a fast and accurate neural retrieval model that encodes passages and queries into token-level embedding matrices and scores them… | 45 | 3924 | active |
| pathwaycom/bdh BDH (Dragon Hatchling) is a biologically inspired large language model architecture that bridges deep learning and neuroscience, implemente… | 54 | 3519 | active |
| NVIDIA/TransformerEngine Transformer Engine is an NVIDIA library for accelerating Transformer model training and inference on NVIDIA GPUs using low-precision format… | 99 | 3504 | active |
| guillaume-be/rust-bert A Rust-native library providing ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT-2, RoBERTa, BART, etc.), por… | 60 | 3076 | active |
| facebookresearch/omnilingual-asr An open-source multilingual speech recognition library from Meta AI supporting over 1,600 languages, including hundreds never previously co… | 52 | 2898 | active |
| physical-superintelligence-lab/Psi0 Psi-Zero (Ψ₀) is an open vision-language-action (VLA) foundation model for dexterous humanoid loco-manipulation, combining a Qwen3-VL backb… | 59 | 2802 | active |
| facebookresearch/perception_models Meta's Perception Models repository hosting state-of-the-art image, video, and audio encoders (Perception Encoder, PE) and a multimodal lan… | 54 | 2353 | active |
| learnhouse/learnhouse LearnHouse is a next-generation open-source learning management system (LMS) for creating, sharing, and selling educational content. It com… | 99 | 2203 | active |
| kyegomez/BitNet A PyTorch implementation of the BitNet architecture from the paper 'BitNet: Scaling 1-bit Transformers for Large Language Models', providin… | 72 | 1945 | active |
| CompVis/taming-transformers The official implementation of 'Taming Transformers for High-Resolution Image Synthesis' (CVPR 2021), combining a convolutional VQGAN codeb… | 32 | 6521 | maintenance |
| elixir-nx/bumblebee Bumblebee is an Elixir library providing pre-trained neural network models built on Axon, with integration for downloading models from Hugg… | 89 | 1662 | active |
| FoundationVision/Infinity Infinity is a bitwise autoregressive text-to-image generation model (CVPR 2025 Oral) with released training and inference code, checkpoints… | 56 | 1587 | active |
| salesforce/CodeTF CodeTF is a Python transformer library for code large language models, providing unified interfaces for training, fine-tuning, and inferenc… | 10 | 1480 | active |
| Walter0807/MotionBERT Official PyTorch implementation of MotionBERT (ICCV 2023), a unified pretrained model for learning human motion representations from 2D ske… | 65 | 1439 | active |
| lucidrains/transfusion-pytorch A PyTorch implementation of Transfusion, MetaAI's approach to predicting the next token and diffusing images with a single multi-modal mode… | 75 | 1395 | active |
| ARahim3/mlx-tune A Python library for fine-tuning LLMs, vision-language, audio (TTS/STT), embedding, OCR, and JEPA models natively on Apple Silicon Macs usi… | 75 | 1389 | active |
| Tongjilibo/bert4torch bert4torch is a PyTorch library providing an elegant reimplementation of transformer models (BERT, RoBERTa, T5, GPT, ChatGLM, LLaMA, etc.) … | 82 | 1328 | active |
| tjake/Jlama Jlama is a modern LLM inference engine written in Java, supporting popular transformer models like Llama, Mistral, Gemma, and Qwen with qua… | 51 | 1303 | active |
| lucidrains/flamingo-pytorch A PyTorch implementation of DeepMind's Flamingo visual language model architecture, providing the Perceiver Resampler and Gated Cross-Atten… | 23 | 1269 | active |
| brightmart/albert_zh A repository providing pre-trained ALBERT models for Chinese language, implemented in TensorFlow with PyTorch and Keras conversions. It inc… | 32 | 3982 | maintenance |
| kimiyoung/transformer-xl Official implementation of Transformer-XL, an attention-based language model architecture that extends context beyond a fixed length via se… | 32 | 3714 | maintenance |
| hezarai/hezar Hezar is an all-in-one Python AI library for the Persian language, covering NLP, speech recognition, OCR, and image captioning through a ta… | 78 | 1013 | active |
| microsoft/DeBERTa Official implementation of DeBERTa and DeBERTa V3, transformer-based language models with disentangled attention and decoding-enhanced BERT… | 23 | 2239 | maintenance |
| dmis-lab/biobert BioBERT is a pre-trained biomedical language representation model (based on BERT) with code for fine-tuning it on biomedical text mining ta… | 32 | 2204 | maintenance |
| alibaba/EasyNLP EasyNLP is a comprehensive PyTorch-based NLP toolkit from Alibaba that provides training, inference, and deployment for pre-trained languag… | 23 | 2184 | maintenance |
| alibaba/AliceMind AliceMind is Alibaba's collection of pre-trained encoder-decoder language models and related NLP techniques, including StructBERT, PALM, VE… | 23 | 2041 | maintenance |
| google-research/pegasus PEGASUS is Google Research's implementation of transformer encoder-decoder models pre-trained with the Gap Sentences Generation objective f… | 10 | 1655 | maintenance |
| microsoft/SpeechT5 Microsoft's unified-modal speech-text pre-training framework implementing SpeechT5 and related models (SpeechLM, SpeechUT, VALL-E X, WavLLM… | 32 | 1449 | maintenance |
| google-research/multilingual-t5 Code and resources for mT5, a massively multilingual text-to-text transformer pretrained on the mC4 corpus covering 101 languages. It repro… | 10 | 1294 | maintenance |
| wilson1yan/VideoGPT VideoGPT is a PyTorch implementation of a video generation model that combines a VQ-VAE with 3D convolutions and axial attention with a GPT… | 32 | 1081 | maintenance |
| kakaobrain/kogpt KakaoBrain's KoGPT, a Korean Generative Pre-trained Transformer (GPT) model with 6B parameters, distributed via Hugging Face with inference… | 23 | 1011 | maintenance |
| google-research/magvit Official JAX implementation of MAGVIT, a masked generative video transformer from a CVPR 2023 paper by Google Research and CMU. It provides… | 10 | 1000 | maintenance |
| deepseek-ai/DeepSeek-V3.2-Exp DeepSeek-V3.2-Exp is an experimental open-weight large language model release that introduces DeepSeek Sparse Attention for more efficient … | 40 | 1640 | experimental |
| isl-org/ZoeDepth ZoeDepth is a PyTorch library implementing metric depth estimation from a single image, combining relative and metric depth approaches with… | 10 | 2839 | abandoned |
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