Skillzwave Logo
Skillzwave

moe-training

27.0

Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing, expert parallelism, and inference optimization.

Marketplace

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

View all platforms →
skilz install zechenzhangAGI/AI-research-SKILLs/moe-training
skilz install zechenzhangAGI/AI-research-SKILLs/moe-training --agent opencode
skilz install zechenzhangAGI/AI-research-SKILLs/moe-training --agent codex
skilz install zechenzhangAGI/AI-research-SKILLs/moe-training --agent gemini

First time? Install Skilz: pip install skilz

Works with 14 AI coding assistants

Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...

View All Agents
Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/zechenzhangAGI/AI-research-SKILLs
2. Copy the agent skill directory:
cp -r AI-research-SKILLs/19-emerging-techniques/moe-training ~/.claude/skills/
View on GitHub

Need detailed installation help? Check our platform-specific guides:

Claude Desktop Guide Claude Code Guide Troubleshooting

Related Agentic Skills

deepspeed

by zechenzhangAGI

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

56
general› learning models model
Marketplace

model-trainer

by kntism

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs in...

50
general› learning models model
CommandsMarketplace

hugging-face-evaluation-manager

by kntism

Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial A...

46
general› learning models model
CommandsMarketplace

PRFAQ Writer

by thinkbigleaders

**Description**: Write compelling PRFAQ (Press Release + FAQ) documents using Amazon's Working Backwards methodology to develop customer-centric innov...

44
general› learning models model

Agentic Skill Details

Owner
zechenzhangAGI (GitHub)
Repository
AI-research-SKILLs
Type
Non-Technical
Meta-Domain
general
Primary Domain
general
Sub-Domain
learning models model
Market Score
27.0
Agentic Skill Grades →

Browse Category

More general Agentic Skills

Report Security Issue

Found a security vulnerability in this agent skill?