fine-tuning-expert

Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models. Trigger terms include: LoRA, QLoRA, PEFT, finetuning, fine-tuning, adapter tuning, LLM training, model t

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• academy-guide 194,218 ★
  Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product
• claude-api 194,218 ★
  Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, c
• ccs-align 116,897 ★
  Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle ob
• mode-creator 116,897 ★
  Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observa
• html-ppt-hermes-cyber-terminal 107,550 ★
  OpenDesign + BYOK: choosing and wiring your own model, hands-on — cost, quality, and the routing decision. Bui