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implementing-llms-litgpt
80 / 100 · Low risk
Fine to try.
By artubss/SKILLS-CLAUDE-CODE (GitHub) · other · 11 stars · scanned at commit ac67ed8
Implementa e treina LLMs usando LitGPT da Lightning AI com 20+ arquiteturas pré-treinadas (Llama, Gemma, Phi, Qwen, Mistral). Use quando precisar de implementações limpas de modelos, entendimento educacional de arquiteturas ou fine-tuning de produção com LoRA/QLoRA. Implementações em arquivo único, sem camadas de abstração.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 1 place.
Runs commands on your computer
The author does not mention this.
Found in 20 places.
Show 17 more
- skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 98
litgpt finetune \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 126
tail -f out/finetune/logs.txt - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 154
litgpt finetune_lora \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 178
litgpt finetune_lora \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 197
litgpt merge_lora \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 225
python scripts/prepare_dataset.py \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 253
litgpt pretrain \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 272
sbatch --nodes=8 --gpus-per-node=8 \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 322
litgpt convert_lit_checkpoint \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 336
python scripts/convert_lit_checkpoint.py \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 385
litgpt finetune_lora # Requer apenas 12-16GB - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 390
litgpt finetune_lora \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 405
--train.micro_batch_size 1 \ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 415
litgpt download list - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 423
ls checkpoints/ - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 431
--lora_r 8 # Em vez de 16 ou 32 - skills/skills/ai-research/model-architecture-litgpt/SKILL.md, line 436
--lora_query true \
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'implementing-llms-litgpt' ] || [ -L ~/.agents/skills/'implementing-llms-litgpt' ]; then echo 'A skill folder named implementing-llms-litgpt 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 "$d" checkout --quiet 'ac67ed85889b15fa9e784e2a93a83f8916870698' -- 'skills/skills/ai-research/model-architecture-litgpt' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/skills/ai-research/model-architecture-litgpt' ~/.agents/skills/'implementing-llms-litgpt' && 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/'implementing-llms-litgpt' ~/.claude/skills/'implementing-llms-litgpt' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for artubss/SKILLS-CLAUDE-CODE shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/artubss/SKILLS-CLAUDE-CODE/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | ac67ed8 | 100 |