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implementing-llms-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 hashgraph-online/awesome-codex-plugins (GitHub) · coding · 1,573 stars · scanned at commit 70b6a3a
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
- plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 100
litgpt finetune \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 128
tail -f out/finetune/logs.txt - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 156
litgpt finetune_lora \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 180
litgpt finetune_lora \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 199
litgpt merge_lora \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 227
python scripts/prepare_dataset.py \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 255
litgpt pretrain \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 274
sbatch --nodes=8 --gpus-per-node=8 \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 324
litgpt convert_lit_checkpoint \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 338
python scripts/convert_lit_checkpoint.py \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 387
litgpt finetune_lora # Only needs 12-16GB - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 392
litgpt finetune_lora \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 407
--train.micro_batch_size 1 \ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 417
litgpt download list - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 425
ls checkpoints/ - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 433
--lora_r 8 # Instead of 16 or 32 - plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt/SKILL.md, line 438
--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=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/hashgraph-online/awesome-codex-plugins' "$d" && git -C "$d" checkout --quiet '70b6a3a3a7c774671e45af646306e1448baf0511' -- 'plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-litgpt' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/KalarisLabs/research-agent-skills/skills/implementing-llms-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 hashgraph-online/awesome-codex-plugins shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/hashgraph-online/awesome-codex-plugins/)
Score history
| Date | Version | Score |
|---|
| 2026-11-14 | 70b6a3a | 80 |
| 2026-11-13 | 3e1e6b2 | 80 |
| 2026-11-12 | 6d2e63f | 80 |
| 2026-11-11 | 4070676 | 80 |
| 2026-11-10 | f620aba | 80 |
| 2026-11-09 | 3062ea3 | 80 |
| 2026-11-08 | 057d789 | 80 |
| 2026-11-06 | e012fe1 | 80 |