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distributed-llm-pretraining-torchtitan

80 / 100 · Low risk

Fine to try.

By artubss/SKILLS-CLAUDE-CODE (GitHub) · other · 11 stars · scanned at commit ac67ed8

Fornece treinamento distribuído de LLM nativo do PyTorch usando torchtitan com paralelismo 4D (FSDP2, TP, PP, CP). Use para fazer pré-treinamento de Llama 3.1, DeepSeek V3 ou modelos customizados em escala de 8 a 512+ GPUs com Float8, torch.compile e checkpoint distribuído.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'distributed-llm-pretraining-torchtitan' ] || [ -L ~/.agents/skills/'distributed-llm-pretraining-torchtitan' ]; then echo 'A skill folder named distributed-llm-pretraining-torchtitan already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/artubss/SKILLS-CLAUDE-CODE' "$d" && git -C "$d" checkout --quiet 'ac67ed85889b15fa9e784e2a93a83f8916870698' -- 'skills/skills/ai-research/model-architecture-torchtitan' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/skills/ai-research/model-architecture-torchtitan' ~/.agents/skills/'distributed-llm-pretraining-torchtitan' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'distributed-llm-pretraining-torchtitan' ~/.claude/skills/'distributed-llm-pretraining-torchtitan' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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