language-model-fine-tuner

name	Language Model Fine-Tuner
author	finetuneai
version	1.0.0
type	workflow
category	NLP
license	MIT
description	Fine-tunes language models with LoRA, QLoRA, and full fine-tuning with dataset preparation and evaluation
tags	["workflow","nlp","ai","automation"]
models	["gpt-4o","claude-3.5-sonnet","gemini-1.5-pro"]
parameters	{"temperature":{"type":"number","default":0.7,"min":0,"max":2,"description":"Controls randomness in output generation"},"max_tokens":{"type":"integer","default":4096,"min":256,"max":16384,"description":"Maximum number of tokens to generate"},"streaming":{"type":"boolean","default":false,"description":"Enable streaming output"}}
inputs	{"query":{"type":"string","required":true,"description":"Primary input for the skill"},"context":{"type":"object","required":false,"description":"Additional context for processing"}}
outputs	{"result":{"type":"string","description":"Primary output from the skill"},"metadata":{"type":"object","description":"Execution metadata including tokens used and latency"}}

Language Model Fine-Tuner

Fine-tunes language models with LoRA, QLoRA, and full fine-tuning with dataset preparation and evaluation

Usage

This skill can be used standalone or as part of an Agent workflow on SkillsHub.

Standalone

skillshub run finetuneai/Language-Model-Fine-Tuner --input "Your query here"

In Agent

Add this skill to your Agent configuration to enable its capabilities.