High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
8,093 スキル
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision,...
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies....
Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism,...
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for...
NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation,...
Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual...
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with...
Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images....
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16×...
Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate...
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network...
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention...
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote...
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models...
Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA,...
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO,...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Create, validate, and optimize Mermaid diagrams for software documentation. Use when Claude needs to: (1) Create...
润色中文技术博客，去除冗余表达，提升专业性和逻辑性，消除"AI味"，确保代码规范。
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
新闻追踪与动态获取工具。获取特定主题的最新新闻，支持基于最新信息的智能问答。当用户需要：(1) 查询某领域最新新闻（如AI、科技、金融）(2) 了解某公司动态（如OpenAI、Google、Tesla）(3)...