II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--llm-fine-tuning-conversational
llm-fine-tuning-conversational overview
LLM Fine-Tuning for Conversational AI - Process for fine-tuning language models for conversational applications including data preparation, training pipelines, and model evaluation.
Attributes
displayName
llm-fine-tuning-conversational
description
LLM Fine-Tuning for Conversational AI - Process for fine-tuning language models for
conversational applications including data preparation, training pipelines, and model evaluation.
libraryPath
library/specializations/ai-agents-conversational/llm-fine-tuning-conversational.js
specialization
ai-agents-conversational
references
- - OpenAI Fine-Tuning: https://platform.openai.com/docs/guides/fine-tuning - LoRA: https://huggingface.co/docs/peft/main/en/conceptual_guides/lora - Axolotl: https://github.com/OpenAccess-AI-Collective/axolotl - Unsloth: https://github.com/unslothai/unsloth
example
const result = await orchestrate('specializations/ai-agents-conversational/llm-fine-tuning-conversational', {
modelName: 'customer-support-llm',
baseModel: 'llama-3-8b',
trainingData: { conversationsPath: './data/conversations' }
});
usesAgents
- fine-tuning-specialist
- data-validator
- training-configurator
- model-trainer
- model-evaluator
- model-exporter
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow1
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
uses_agent3
- lib-agent:ai-agents-conversational--fine-tuning-specialist·LibraryAgentfine-tuning-specialist
- lib-agent:data-science-ml--model-trainer·LibraryAgentmodel-trainer
- lib-agent:data-science-ml--model-evaluator·LibraryAgentmodel-evaluator
Incoming edges
None.