II.
LibrarySkill overview
Reference · livelib-skill:ai-agents-conversational--huggingface-classifier
huggingface-classifier overview
Hugging Face transformer model fine-tuning and inference for intent classification
Attributes
displayName
huggingface-classifier
description
Hugging Face transformer model fine-tuning and inference for intent classification
libraryPath
library/specializations/ai-agents-conversational/skills/huggingface-classifier/SKILL.md
specialization
ai-agents-conversational
contentSummary
# HuggingFace Classifier Skill
## Capabilities
- Fine-tune transformer models for classification
- Configure training pipelines with Trainer API
- Implement inference with optimizations
- Design label schemas and mappings
- Set up model evaluation and metrics
- Deploy models with HF Infer
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow2
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
- workflow:feature-development·Workflow
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:backend-engineer·RoleBackend Engineer
lib_requires_skill_area2
- skill-area:natural-language-processing·SkillAreaNatural Language Processing
- skill-area:ml-fine-tuning·SkillAreaML Fine-Tuning
Incoming edges
None.