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Claude Skills by VectorSpaceLab
github.com/VectorSpaceLab6,028 skills74 installs15,373 views
- Core Api"Use TorchMetrics core APIs for import checks, metric lifecycle,Votes: 0GitHub stars: 247
- Model Based Metrics"Use TorchMetrics metrics that load pretrained models, featureVotes: 0GitHub stars: 247
- Vision Detection Metrics"Use TorchMetrics image quality, segmentation, object detection,Votes: 0GitHub stars: 247
- Torchrl"Use TorchRL for TensorDict-first reinforcement-learningVotes: 0GitHub stars: 247
- Collectors And Replay"Collect rollouts, select collector topologies, configure replayVotes: 0GitHub stars: 247
- Development And Testing"Guide TorchRL code changes, tests, docs, CI labels, deprecations,Votes: 0GitHub stars: 247
- Envs And Transforms"Build, validate, transform, vectorize, and debug TorchRLVotes: 0GitHub stars: 247
- Llm Vla And Services"Use TorchRL LLM post-training, VLA data/actions, services,Votes: 0GitHub stars: 247
- Modules And Policies"Assemble TensorDict-native TorchRL modules, policies, recurrentVotes: 0GitHub stars: 247
- Objectives And Training"Choose and wire TorchRL losses, value estimators, target updaters,Votes: 0GitHub stars: 247
- Torchtune"Use torchtune for PyTorch-native LLM post-training, recipe/configVotes: 0GitHub stars: 247
- Cli And Config"Use torchtune's tune CLI, recipe registry, and OmegaConf configVotes: 0GitHub stars: 247
- Data And Datasets"Build and validate torchtune dataset configs, message transforms,Votes: 0GitHub stars: 247
- Inference Evaluation Quantization"Use torchtune generation, Eleuther evaluation, and quantizationVotes: 0GitHub stars: 247
- Models And Modules"Use torchtune model/tokenizer builders, PEFT modules, losses,Votes: 0GitHub stars: 247
- Post Training Recipes"Select and adapt torchtune post-training recipes without launchingVotes: 0GitHub stars: 247
- Training Utilities And Rlhf"Use torchtune training utilities, checkpointers, precision,Votes: 0GitHub stars: 247
- Torchvision"Use this skill when working with TorchVision models, weights,Votes: 0GitHub stars: 247
- Datasets Io Utils"Use this sub-skill when constructing torchvision datasets,Votes: 0GitHub stars: 247
- Models And Weights"Select, construct, configure, inspect, and troubleshootVotes: 0GitHub stars: 247
- Ops And Detection"Use torchvision.ops for boxes, NMS, ROI pooling/alignment,Votes: 0GitHub stars: 247
- Training References"Use when planning or auditing TorchVision referenceVotes: 0GitHub stars: 247
- Transforms And Tv Tensors"Build torchvision transforms.v2 pipelines for images, videos,Votes: 0GitHub stars: 247
- Totalsegmentator"Use TotalSegmentator as an installed package for medical-imageVotes: 0GitHub stars: 247
- Advanced Training"Plan TotalSegmentator nnU-Net retraining, evaluation, datasetVotes: 0GitHub stars: 247
- Auxiliary Analysis"Use TotalSegmentator auxiliary analysis CLIs for contrast phase,Votes: 0GitHub stars: 247
- Capability Discovery"Discover TotalSegmentator tasks, classes, modalities, licenseVotes: 0GitHub stars: 247
- Dicom And Formats"Handle TotalSegmentator NIfTI and DICOM inputs, DICOM outputs,Votes: 0GitHub stars: 247
- Outputs And Statistics"Consume TotalSegmentator masks, run reports, statistics,Votes: 0GitHub stars: 247
- Runtime Configuration"Install, inspect, and configure TotalSegmentator runtimeVotes: 0GitHub stars: 247
- Segmentation Workflows"Build reproducible TotalSegmentator CLI and Python APIVotes: 0GitHub stars: 247
- Towhee"Route Towhee pipeline, operator, data utility, service, Triton,Votes: 0GitHub stars: 247
- Data Utilities"Use Towhee DataCollection, Entity, DataLoader, media wrappers,Votes: 0GitHub stars: 247
- Operator Hub And Cli"Operate Towhee ops wrappers, local operator registration, HubVotes: 0GitHub stars: 247
- Pipeline Programming"Build, run, batch, debug, and smoke-check Towhee custom pipelinesVotes: 0GitHub stars: 247
- Serving And Triton"Construct Towhee API services and Triton-serving artifacts whileVotes: 0GitHub stars: 247
- Training And Models"Use Towhee's optional PyTorch Trainer, TrainingConfig YAML,Votes: 0GitHub stars: 247
- Trafilatura"Use Trafilatura for web text discovery, downloading, extraction,Votes: 0GitHub stars: 247
- Cli Batch Processing"Use Trafilatura's command line for stdin, URL/list, and localVotes: 0GitHub stars: 247
- Corpus Quality"Corpus-level quality, deduplication, structured output,Votes: 0GitHub stars: 247
- Discovery Downloads"Find, filter, retrieve, and politely crawl web pages withVotes: 0GitHub stars: 247
- Python Extraction"Use Trafilatura's Python APIs to extract text, metadata, comments,Votes: 0GitHub stars: 247
- Train Llm From Scratch"Route train-llm-from-scratch workflows for from-scratch PyTorchVotes: 0GitHub stars: 247
- Configuration Ui"Guide JSON config editing, smoke configs, CLI override precedence,Votes: 0GitHub stars: 247
- Data Preparation"Prepare and validate flat pretraining, packed SFT, preference, andVotes: 0GitHub stars: 247
- Evaluation Chat"Guide GSM8K evaluation, answer verification, and checkpoint chatVotes: 0GitHub stars: 247
- Model Pretraining"Guide architecture inspection and base-model pretraining fromVotes: 0GitHub stars: 247
- Post Training Rlhf"Guide the train-llm-from-scratch post-training alignment pipeline:Votes: 0GitHub stars: 247
- Transfer Learning Library"Use Transfer Learning Library (TLLib) for PyTorch transferVotes: 0GitHub stars: 247
- Domain Adaptation"Router for Transfer-Learning-Library domain adaptation workflows,Votes: 0GitHub stars: 247