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Claude Skills by VectorSpaceLab
github.com/VectorSpaceLab6,028 skills13 installs7,823 views
- Aws Sdk Pandas"Routes AWS SDK for pandas (awswrangler) workflows across S3Votes: 0GitHub stars: 247
- Catalog And Query"Guides awswrangler Glue Catalog, Athena, Data Quality, and AWSVotes: 0GitHub stars: 247
- Runtime And Config"Guides awswrangler installation, import checks, configuration,Votes: 0GitHub stars: 247
- S3 Lakehouse"Guides awswrangler S3 object, file-format, dataset, S3 Tables,Votes: 0GitHub stars: 247
- Service Integrations"Guides awswrangler DynamoDB, Timestream, OpenSearch, Neptune,Votes: 0GitHub stars: 247
- Sql Connectors"Guides awswrangler Redshift, Data API, and direct MySQL,Votes: 0GitHub stars: 247
- Axlearn"Routes AXLearn training, language-model, vision, audio/ASR, andVotes: 0GitHub stars: 247
- Audio Asr"Routes AXLearn audio feature extraction, ASR, Conformer,Votes: 0GitHub stars: 247
- Cli Cloud"Routes AXLearn GCP CLI, bundling, launch, VM, bastion, Dataflow,Votes: 0GitHub stars: 247
- Language Models"Routes AXLearn GPT-family trainer catalogs, tokenizer variants,Votes: 0GitHub stars: 247
- Training Core"Routes AXLearn trainer configs, fake-data smoke checks, launcherVotes: 0GitHub stars: 247
- Vision Workflows"Routes AXLearn vision model configs, ImageNet inputs, andVotes: 0GitHub stars: 247
- Axolotl"Routes agents working with Axolotl config-driven LLM fine-tuning,Votes: 0GitHub stars: 247
- Cli And Operations"Guides agents using Axolotl CLI commands, launcher flags,Votes: 0GitHub stars: 247
- Data And Configs"Guides agents to write, inspect, and debug Axolotl YAML configs,Votes: 0GitHub stars: 247
- Distributed And Performance"Guides agents configuring and troubleshooting Axolotl multi-GPU,Votes: 0GitHub stars: 247
- Model Loading And Adapters"Guides agents choosing and troubleshooting Axolotl model configs,Votes: 0GitHub stars: 247
- Preference Tuning"Guides agents configuring Axolotl DPO, IPO, KTO, ORPO, SimPO,Votes: 0GitHub stars: 247
- Rl And Rewards"Guides agents configuring Axolotl GRPO, EBFT, custom rewardVotes: 0GitHub stars: 247
- Sft And Pretraining"Guides agents creating Axolotl SFT and continual pretrainingVotes: 0GitHub stars: 247
- Background Matting V2"Routes BackgroundMattingV2 tasks for background matting inference,Votes: 0GitHub stars: 247
- Export And Backends"Routes BackgroundMattingV2 TorchScript and ONNX export workflowsVotes: 0GitHub stars: 247
- Inference And Demo"Routes BackgroundMattingV2 image, video, webcam, and throughputVotes: 0GitHub stars: 247
- Training"Routes BackgroundMattingV2 base and refine training, data layout,Votes: 0GitHub stars: 247
- Baichuan 7b"Operate Baichuan-7B model loading, architecture inspection,Votes: 0GitHub stars: 247
- Architecture And Loading"Operate Baichuan-7B architecture, local source loading, tinyVotes: 0GitHub stars: 247
- Evaluation Workflows"Prepare and troubleshoot Baichuan-7B C-Eval and MMLU evaluationVotes: 0GitHub stars: 247
- Pretraining And Deepspeed"Prepare and preflight Baichuan-7B pretraining corpora, tokenizerVotes: 0GitHub stars: 247
- Baichuan2"Route Baichuan2 chat inference, deployment/quantization, andVotes: 0GitHub stars: 247
- Deployment"Route Baichuan2 quantization, CPU deployment, andVotes: 0GitHub stars: 247
- Fine Tuning"Route supervised fine-tuning, DeepSpeed, LoRA, data preprocessing,Votes: 0GitHub stars: 247
- Inference"Operate Baichuan2 chat/base inference, terminal chat, StreamlitVotes: 0GitHub stars: 247
- Basic Ts"Routes BasicTS time-series training, dataset, model, and pipelineVotes: 0GitHub stars: 247
- Data Preparation"Routes BasicTS dataset layout, raw conversion, and fixtureVotes: 0GitHub stars: 247
- Model Development"Routes BasicTS built-in model selection and custom modelVotes: 0GitHub stars: 247
- Pipeline Extension"Routes BasicTS callback, metric, scaler, taskflow, andVotes: 0GitHub stars: 247
- Training Evaluation"Routes BasicTS training and evaluation workflows for forecasting,Votes: 0GitHub stars: 247
- Bayesian Optimization"Route BayesianOptimization package tasks for black-box BayesianVotes: 0GitHub stars: 247
- Acquisition Control"Select, tune, debug, and extend BayesianOptimization acquisitionVotes: 0GitHub stars: 247
- Advanced Domain Features"Use BayesianOptimization advanced domain features: constraints,Votes: 0GitHub stars: 247
- Optimizer Workflows"Use BayesianOptimization for ordinary black-box optimization,Votes: 0GitHub stars: 247
- Repo Maintenance"Maintain a BayesianOptimization checkout with safe install, test,Votes: 0GitHub stars: 247
- Behavior 1k"CPU-only operating guidance for the BEHAVIOR-1K BDDL 3.7.0Votes: 0GitHub stars: 247
- Knowledge Base"Guide CPU-only inspection of BDDL object taxonomy andVotes: 0GitHub stars: 247
- Symbolic Tasks"Guides CPU-only BDDL activity discovery, problem parsing, initialVotes: 0GitHub stars: 247
- Beir"Route BEIR repository tasks for benchmark data loading, retrievalVotes: 0GitHub stars: 247
- Data Loading"Prepare, validate, load, download, and persist BEIR-formatVotes: 0GitHub stars: 247
- Generation"Generate synthetic BEIR queries, qrels, and passage expansionsVotes: 0GitHub stars: 247
- Reranking"Rerank BEIR retrieval results with cross-encoder, MonoT5, SBERT,Votes: 0GitHub stars: 247
- Retrieval Evaluation"Run BEIR retrieval backends and metric evaluation for dense,Votes: 0GitHub stars: 247