Skills with input "training data"

ai-accelerators - AI Accelerators Optimization
AI acceleration GPU optimization TPU edge computing
★ 4 · Updated 2026-06-30
Hardware acceleration strategies for ML workloads on GPUs, TPUs, and edge devices
⚙ optimize CUDA memory ⚙ utilize tensor cores ⚙ configure multi-GPU setup
local-finetune - Local LoRA Fine-Tuning Pipeline
fine-tuning local model machine learning data pipeline
★ 64 · Updated 2026-06-30
Pipeline for embedding skills into local models via LoRA fine-tuning on Apple Silicon
⚙ ingest Claude history ⚙ ingest skill files ⚙ generate training pairs
mlops-best-practices - MLOps Best Practices Guide
mlops machine learning model deployment model monitoring
★ 84 · Updated 2026-06-15
MLOps practices for model versioning, tracking, deployment, monitoring, and retraining workflows
⚙ track experiments ⚙ version models ⚙ deploy models
pytorch - PyTorch Deep Learning Framework
deep learning neural networks machine learning GPU computing
★ 650 · Updated 2026-06-15
Build and train neural networks with dynamic computation graphs and GPU acceleration
⚙ create tensors ⚙ compute gradients ⚙ define models
pytorch-lightning - PyTorch Lightning Training Framework
PyTorch Lightning Training Framework Distributed Training DDP
★ 0 · Updated 2026-05-28
High-level PyTorch framework with automatic distributed training and minimal boilerplate
⚙ train model ⚙ switch device ⚙ run distributed training
pytorch-lightning - PyTorch Lightning High-Level Training Framework
PyTorch Lightning Training Framework Distributed Training DDP
★ 1 · Updated 2026-05-28
High-level PyTorch framework with automatic distributed training and callbacks
⚙ organize code ⚙ train model ⚙ validate model
replicate - Discover and run AI models on Replicate
AI machine learning image generation video generation
★ 20,232 · Updated 2026-05-11
Run AI models to generate images, videos, audio, and perform ML inference via Replicate API
⚙ create prediction ⚙ poll prediction ⚙ cancel prediction
Model Bias Fairness - Ensure AI Model Fairness and Reduce Bias
AI fairness bias detection model evaluation
★ 60 · Updated 2026-03-22
Detect and mitigate systematic prejudice in AI model predictions across protected attributes like race, gender, and age
⚙ detect model bias ⚙ analyze predictions ⚙ evaluate fairness metrics
PyTorch ML - Deep Learning with PyTorch Framework
deep learning machine learning PyTorch GPU computing
★ 18 · Updated 2026-03-20
Complete machine learning environment for model training, GPU acceleration, and data science workflows
⚙ define neural networks ⚙ train neural networks ⚙ accelerate with CUDA
ml - ML Engineering Guidance for Model Development
machine-learning model-development ml-ops data-science
★ 9 · Updated 2026-02-18
Provide machine learning model guidance including architecture review, training pipeline design, feature engineering, and deployment.
⚙ review model architecture ⚙ design training pipeline ⚙ provide feature engineering advice