finetuning-method-selection

Maintained by wshobson

Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods.

Current version: Unknown
License: Unknown
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate finetuning-method-selection for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider finetuning-method-selection when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

finetuning-method-selection is listed as an agent skill in RefHub. The listed maintainer is wshobson. The available catalog summary is: Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods. When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

These commands are displayed for copying only and are never executed on RefHub servers. Review the linked upstream source before running them.

Install command

npx skills add wshobson/agents --skill finetuning-method-selection -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.