Skill · em Dados, IA e pesquisa

transformers

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…

Procedência

Antes de instalar

6 arquivos · 50,9 KB · só texto, nenhum script

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/transformers/.

d=".claude/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/transformers/.

d="$HOME/.claude/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/transformers/.

d=".agents/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/transformers/.

d="$HOME/.agents/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/transformers/.

d=".agents/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/transformers/.

d="$HOME/.gemini/antigravity-cli/skills/transformers"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/transformers"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/generation.md" "$u/references/generation.md" \
  -o "$d/references/models.md" "$u/references/models.md" \
  -o "$d/references/pipelines.md" "$u/references/pipelines.md" \
  -o "$d/references/tokenizers.md" "$u/references/tokenizers.md" \
  -o "$d/references/training.md" "$u/references/training.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.transformers

Prévia do SKILL.md

---
name: transformers
description: 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 f…
---

# Transformers

## Overview

The Hugging Face Transformers library provides access to thousands of pre-trained models for tasks across NLP, computer vision, audio, and multimodal domains. Use this skill to load models, perform inference, and fine-tune on custom data.

## Installation

Install transformers and core dependencies:

```bash
uv pip install torch transformers datasets evaluate accelerate
```

For vision tasks, add:
```bash
uv pip install timm pillow
```

For audio tasks, add:
```bash
uv pip install librosa soundfile
```

## Authentication

Many models on the Hugging Face Hub require authentication. Set up access:

```python
from huggingface_hub import login
login()  # Follow prompts to enter token
```

Or set environment variable:
```bash
…

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