transformers

8.1

346

This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning models on custom datasets.

transformers

8.1

Rating

Installs

AI & LLM

Quick Review

Excellent skill for transformer models with comprehensive coverage of NLP, vision, and audio tasks. The SKILL.md provides clear, actionable guidance with installation steps, authentication, quick-start examples, and well-organized patterns. Structure is exemplary with a concise overview and detailed references separated into dedicated files. The skill covers pipelines, model loading, generation, fine-tuning, and tokenization with practical code examples. Novelty score is solid but not exceptional because while transformers are complex, the library itself abstracts much complexity; however, the skill still provides significant value in organizing workflows, authentication patterns, and best practices that would require substantial token usage for a CLI agent to discover independently.