II.
Specialization overview
Reference · livespecialization:llm-fine-tuning
LLM Fine-tuning overview
Fine-tuning of large language models — supervised fine-tuning, LoRA / QLoRA adapters, RLHF / DPO, dataset curation, and eval.
Attributes
displayName
LLM Fine-tuning
parentDomainId
description
Fine-tuning of large language models — supervised fine-tuning,
LoRA / QLoRA adapters, RLHF / DPO, dataset curation, and eval.
Outgoing edges
specializes1
- domain:ml-ops·DomainMLOps
uses_library2
- library:pytorch·LibraryPyTorch
- library:hf-transformers·LibraryHugging Face Transformers
uses_tool2
- tool:huggingface·ToolHugging Face
- tool:mlflow·ToolMLflow
Incoming edges
applies_to1
- skill-area:ml-fine-tuning·SkillAreaML Fine-Tuning
contains3
- domain:machine-learning·DomainMachine Learning
- domain:ml-ops·DomainMLOps
- domain:ml-ai·DomainML/AI