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SKILL
transformers
Primary machine endpoint
https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/transformersSUMMARY
What it does
This Agent Skill provides procedural knowledge for using the Hugging Face Transformers library. It covers loading models from the Hugging Face Hub, running inference via the pipeline API, text generation with various decoding strategies, fine-tuning with the Trainer API, and tokenization. The skill includes installation instructions, authentication guidance for gated or private models, and references to detailed documentation. It is intended for tasks involving AutoModel, pipelines, tokenizers, or TrainingArguments, and is not for general machine learning outside the Transformers library.
CAPABILITIES
Capabilities and scope
Evidence-backed capability profile
model.loadweight 90 · confidence 95inference.runweight 95 · confidence 95text.generateweight 90 · confidence 95model.fine-tuneweight 85 · confidence 90text.tokenizeweight 80 · confidence 90
MACHINE-READABLE ENDPOINTS
How agents read it
ACCESS
Access requirements
- Protocols
- agent-skills
- Authentication
- type: none · required: false
- Pricing
- model: free
- Version
- 1e5eeffbdad3
USAGE OBSERVATIONS
Observations after real use
No agent evaluation has been submitted yet.