{"data":{"node":{"slug":"open-mmlab-mmengine","name":"mmengine","tagline":"OpenMMLab Foundational Library for Training Deep Learning Models","github_url":"https://github.com/open-mmlab/mmengine","owner":"open-mmlab","repo":"mmengine","owner_avatar_url":"https://avatars.githubusercontent.com/u/10245193?v=4","primary_language":"Python","stars":1496,"forks":464,"topics":["ai","computer-vision","deep-learning","machine-learning","python","pytorch"],"archived":false,"github_pushed_at":"2026-07-13T07:30:05+00:00","maintenance_label":"Steady","stars_delta_30d":14,"url":"https://www.graphcanon.com/tools/open-mmlab-mmengine","markdown_url":"https://www.graphcanon.com/tools/open-mmlab-mmengine.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/open-mmlab-mmengine","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=open-mmlab-mmengine"},"categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"python","name":"python"},{"slug":"pytorch","name":"pytorch"}],"edges":[],"neighbours":[{"slug":"lightning-ai-pytorch-lightning","name":"pytorch-lightning","tagline":"Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.","github_url":"https://github.com/Lightning-AI/pytorch-lightning","owner":"Lightning-AI","repo":"pytorch-lightning","owner_avatar_url":"https://avatars.githubusercontent.com/u/58386951?v=4","primary_language":"Python","stars":31363,"forks":3801,"topics":["ai","artificial-intelligence","data-science","deep-learning","machine-learning","python","pytorch"],"archived":false,"github_pushed_at":"2026-09-21T11:44:30+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/lightning-ai-pytorch-lightning","markdown_url":"https://www.graphcanon.com/tools/lightning-ai-pytorch-lightning.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/lightning-ai-pytorch-lightning","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=lightning-ai-pytorch-lightning","shared_categories":["model-training"]},{"slug":"huggingface-accelerate","name":"accelerate","tagline":"A tool for launching, training, and using PyTorch models with ease on various devices, configurations, including mixed precision support.","github_url":"https://github.com/huggingface/accelerate","owner":"huggingface","repo":"accelerate","owner_avatar_url":"https://avatars.githubusercontent.com/u/25720743?v=4","primary_language":"Python","stars":9885,"forks":1513,"topics":[],"archived":false,"github_pushed_at":"2026-09-25T16:32:10+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/huggingface-accelerate","markdown_url":"https://www.graphcanon.com/tools/huggingface-accelerate.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/huggingface-accelerate","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=huggingface-accelerate","shared_categories":["model-training"]},{"slug":"keras-team-autokeras","name":"autokeras","tagline":"AutoML library for deep learning","github_url":"https://github.com/keras-team/autokeras","owner":"keras-team","repo":"autokeras","owner_avatar_url":"https://avatars.githubusercontent.com/u/34455048?v=4","primary_language":"Python","stars":9335,"forks":1388,"topics":["autodl","automated-machine-learning","automl","deep-learning","keras","machine-learning","neural-architecture-search","python","tensorflow"],"archived":false,"github_pushed_at":"2025-11-25T02:26:35+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/keras-team-autokeras","markdown_url":"https://www.graphcanon.com/tools/keras-team-autokeras.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/keras-team-autokeras","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=keras-team-autokeras","shared_categories":["model-training"]},{"slug":"pytorch-serve","name":"serve","tagline":"Serve, optimize and scale PyTorch models in production","github_url":"https://github.com/pytorch/serve","owner":"pytorch","repo":"serve","owner_avatar_url":"https://avatars.githubusercontent.com/u/21003710?v=4","primary_language":"Java","stars":4344,"forks":880,"topics":["cpu","deep-learning","docker","gpu","kubernetes","machine-learning","metrics","mlops","optimization","pytorch","serving"],"archived":true,"github_pushed_at":"2025-08-06T19:17:08+00:00","maintenance_label":"Archived","url":"https://www.graphcanon.com/tools/pytorch-serve","markdown_url":"https://www.graphcanon.com/tools/pytorch-serve.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pytorch-serve","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pytorch-serve","shared_categories":[]},{"slug":"superlinked-sie","name":"sie","tagline":"Open-source inference server and production cluster for all the models your agent needs.","github_url":"https://github.com/superlinked/sie","owner":"superlinked","repo":"sie","owner_avatar_url":"https://avatars.githubusercontent.com/u/94243920?v=4","primary_language":"Python","stars":3293,"forks":311,"topics":["bge","colbert","data-pipeline","deep-learning","embeddings","inference","inference-server","information-retrieval","llm","ml","mlops","natural-language-processing","nlp","python","reranking","retrieval","retrieval-augmented-generation","semantic-search","splade","vector-search"],"archived":false,"github_pushed_at":"2026-09-19T01:00:02+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/superlinked-sie","markdown_url":"https://www.graphcanon.com/tools/superlinked-sie.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/superlinked-sie","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=superlinked-sie","shared_categories":[]},{"slug":"minimax-ai-minimax-m1","name":"MiniMax-M1","tagline":"Open-weight large-scale hybrid-attention reasoning model","github_url":"https://github.com/MiniMax-AI/MiniMax-M1","owner":"MiniMax-AI","repo":"MiniMax-M1","owner_avatar_url":"https://avatars.githubusercontent.com/u/194880281?v=4","primary_language":"Python","stars":3172,"forks":283,"topics":["large-language-models","llm","minimax-m1","reasoning-models"],"archived":false,"github_pushed_at":"2025-07-07T11:57:22+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/minimax-ai-minimax-m1","markdown_url":"https://www.graphcanon.com/tools/minimax-ai-minimax-m1.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/minimax-ai-minimax-m1","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=minimax-ai-minimax-m1","shared_categories":[]},{"slug":"dbiir-uer-py","name":"UER-py","tagline":"Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo","github_url":"https://github.com/dbiir/UER-py","owner":"dbiir","repo":"UER-py","owner_avatar_url":"https://avatars.githubusercontent.com/u/13671736?v=4","primary_language":"Python","stars":3115,"forks":519,"topics":["albert","bart","bert","chinese","classification","clue","elmo","fine-tuning","gpt","gpt-2","model-zoo","natural-language-processing","ner","pegasus","pre-training","pytorch","roberta","t5","unilm","xlm-roberta"],"archived":false,"github_pushed_at":"2024-05-09T11:12:55+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/dbiir-uer-py","markdown_url":"https://www.graphcanon.com/tools/dbiir-uer-py.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/dbiir-uer-py","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=dbiir-uer-py","shared_categories":["model-training"]},{"slug":"roboflow-maestro","name":"maestro","tagline":"Streamlines fine-tuning for multimodal models PaliGemma 2, Florence-2, Qwen2.5-VL","github_url":"https://github.com/roboflow/maestro","owner":"roboflow","repo":"maestro","owner_avatar_url":"https://avatars.githubusercontent.com/u/53104118?v=4","primary_language":"Python","stars":2699,"forks":224,"topics":["captioning","fine-tuning","florence-2","multimodal","objectdetection","paligemma","phi-3-vision","qwen2-vl","transformers","vision-and-language","vqa"],"archived":false,"github_pushed_at":"2026-09-14T17:53:59+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/roboflow-maestro","markdown_url":"https://www.graphcanon.com/tools/roboflow-maestro.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/roboflow-maestro","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=roboflow-maestro","shared_categories":["model-training"]},{"slug":"ailia-ai-ailia-models","name":"ailia-models","tagline":"Repository of pre-trained AI models for ailia SDK","github_url":"https://github.com/ailia-ai/ailia-models","owner":"ailia-ai","repo":"ailia-models","owner_avatar_url":"https://avatars.githubusercontent.com/u/55011924?v=4","primary_language":"Python","stars":2392,"forks":365,"topics":["action-recognition","anomaly-detection","audio-processing","background-removal","crowd-counting","deep-learning","embeddings","face-detection","face-recognition","fashion-ai","gan","hand-detection","image-classification","image-segmentation","llm","neural-network","object-detection","object-recognition","object-tracking","pose-estimation"],"archived":false,"github_pushed_at":"2026-09-16T08:01:06+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/ailia-ai-ailia-models","markdown_url":"https://www.graphcanon.com/tools/ailia-ai-ailia-models.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ailia-ai-ailia-models","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ailia-ai-ailia-models","shared_categories":["model-training"]},{"slug":"tristandeleu-pytorch-meta","name":"pytorch-meta","tagline":"Extensions and data-loaders for few-shot learning & meta-learning in PyTorch","github_url":"https://github.com/tristandeleu/pytorch-meta","owner":"tristandeleu","repo":"pytorch-meta","owner_avatar_url":"https://avatars.githubusercontent.com/u/2018752?v=4","primary_language":"Python","stars":2058,"forks":264,"topics":["few-shot-learning","meta-learning","pytorch"],"archived":false,"github_pushed_at":"2023-07-17T16:05:00+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/tristandeleu-pytorch-meta","markdown_url":"https://www.graphcanon.com/tools/tristandeleu-pytorch-meta.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tristandeleu-pytorch-meta","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tristandeleu-pytorch-meta","shared_categories":["model-training"]},{"slug":"vertaai-modeldb","name":"modeldb","tagline":"Open Source ML Model Versioning Metadata and Experiment Management","github_url":"https://github.com/VertaAI/modeldb","owner":"VertaAI","repo":"modeldb","owner_avatar_url":"https://avatars.githubusercontent.com/u/45020510?v=4","primary_language":"Java","stars":1750,"forks":287,"topics":["machine-learning","mit","model-management","model-versioning","modeldb","verta"],"archived":false,"github_pushed_at":"2024-07-23T17:06:34+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/vertaai-modeldb","markdown_url":"https://www.graphcanon.com/tools/vertaai-modeldb.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/vertaai-modeldb","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=vertaai-modeldb","shared_categories":["model-training"]},{"slug":"lightly-ai-lightly-train","name":"lightly-train","tagline":"All-in-one training for vision models: pretraining, fine-tuning, distillation.","github_url":"https://github.com/lightly-ai/lightly-train","owner":"lightly-ai","repo":"lightly-train","owner_avatar_url":"https://avatars.githubusercontent.com/u/50146475?v=4","primary_language":"Python","stars":1680,"forks":116,"topics":["computer-vision","contrastive-learning","deep-learning","depth-estimation","dinov2","dinov3","distillation","embeddings","eomt","object-detection","pretrained-models","python","pytorch","real-time","rtdetrv2","self-supervised","self-supervised-learning","semantic-segmentation","vision-transformer","yolo"],"archived":false,"github_pushed_at":"2026-09-14T14:23:05+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/lightly-ai-lightly-train","markdown_url":"https://www.graphcanon.com/tools/lightly-ai-lightly-train.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/lightly-ai-lightly-train","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=lightly-ai-lightly-train","shared_categories":["model-training"]}]}}