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SKILL

transformers

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/transformers
Use with an agent

SUMMARY

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.