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model-architecture-litgpt
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
By davila7/claude-code-templates (GitHub) · coding · 33,256 stars · scanned at commit a6e6f93
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.
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. Expected for a coding skill.
Found in 20 places.
Show 17 more
- cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 99
litgpt finetune \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 127
tail -f out/finetune/logs.txt - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 155
litgpt finetune_lora \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 179
litgpt finetune_lora \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 198
litgpt merge_lora \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 226
python scripts/prepare_dataset.py \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 254
litgpt pretrain \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 273
sbatch --nodes=8 --gpus-per-node=8 \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 323
litgpt convert_lit_checkpoint \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 337
python scripts/convert_lit_checkpoint.py \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 386
litgpt finetune_lora # Only needs 12-16GB - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 391
litgpt finetune_lora \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 406
--train.micro_batch_size 1 \ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 416
litgpt download list - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 424
ls checkpoints/ - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 432
--lora_r 8 # Instead of 16 or 32 - cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md, line 437
--lora_query true \
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'model-architecture-litgpt' ] || [ -L ~/.agents/skills/'model-architecture-litgpt' ]; then echo 'A skill folder named model-architecture-litgpt already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/davila7/claude-code-templates' "$d" && git -C "$d" checkout --quiet 'a6e6f93e9a4baaa6ff337aee5505bf5c2bae4ce6' -- 'cli-tool/components/skills/ai-research/model-architecture-litgpt' && mkdir -p ~/.agents/skills && cp -R "$d"/'cli-tool/components/skills/ai-research/model-architecture-litgpt' ~/.agents/skills/'model-architecture-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/'model-architecture-litgpt' ~/.claude/skills/'model-architecture-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 davila7/claude-code-templates shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/davila7/claude-code-templates/)
Score history
| Date | Version | Score |
|---|
| 2026-11-10 | a6e6f93 | 80 |
| 2026-11-08 | b086f26 | 80 |
| 2026-11-07 | 395f30e | 80 |