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Strings=#15:<!DOCTYPE html>|16:<html lang="en">|6:<head>|26: <meta charset="UTF-8">|74: <meta name="viewport" content="width=device-width, initial-scale=1.0">|63: <title>hf-jobs - Run Workloads on Hugging Face Jobs</title>|11: <style>|11: * {|22: margin: 0;|23: padding: 0;|35: box-sizing: border-box;|9: }|8: |14: body {|116: font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif;|29: line-height: 1.6;|24: color: #333;|32: background: #f5f5f5;|26: padding: 20px;|9: }|8: |20: .container {|30: max-width: 1200px;|27: margin: 0 auto;|30: background: white;|26: padding: 40px;|31: border-radius: 8px;|50: box-shadow: 0 2px 4px rgba(0,0,0,0.1);|9: }|8: |12: h1 {|27: color: #ffd21e;|29: background: #000;|26: padding: 20px;|43: margin: -40px -40px 30px -40px;|39: border-radius: 8px 8px 0 0;|9: }|8: |12: h2 {|27: color: #1e1e1e;|29: margin-top: 30px;|32: margin-bottom: 15px;|33: padding-bottom: 10px;|45: border-bottom: 2px solid #ffd21e;|9: }|8: |12: h3 {|24: color: #555;|29: margin-top: 20px;|32: margin-bottom: 10px;|9: }|8: |22: .description {|32: background: #f9f9f9;|26: padding: 20px;|43: border-left: 4px solid #ffd21e;|32: margin-bottom: 30px;|31: border-radius: 4px;|9: }|8: |20: .file-list {|29: list-style: none;|23: padding: 0;|9: }|8: |23: .file-list li {|26: padding: 12px;|26: margin: 8px 0;|32: background: #f9f9f9;|31: border-radius: 4px;|43: border-left: 3px solid #ffd21e;|40: transition: background 0.2s;|9: }|8: |29: .file-list li:hover {|32: background: #f0f0f0;|9: }|8: |22: .file-list a {|27: color: #0066cc;|34: text-decoration: none;|29: font-weight: 500;|27: display: block;|9: }|8: |28: .file-list a:hover {|39: text-decoration: underline;|9: }|8: |20: .file-path {|24: color: #666;|29: font-size: 0.9em;|60: font-family: 'Monaco', 'Courier New', monospace;|28: margin-top: 4px;|9: }|8: |27: .file-description {|24: color: #777;|29: font-size: 0.9em;|28: margin-top: 4px;|31: font-style: italic;|9: }|8: |19: .metadata {|32: background: #f0f0f0;|26: padding: 15px;|31: border-radius: 4px;|32: margin-bottom: 30px;|9: }|8: |21: .metadata p {|26: margin: 5px 0;|9: }|8: |26: .metadata strong {|24: color: #333;|9: }|8: |18: .section {|32: margin-bottom: 40px;|9: }|8: |14: code {|32: background: #f4f4f4;|29: padding: 2px 6px;|31: border-radius: 3px;|60: font-family: 'Monaco', 'Courier New', monospace;|29: font-size: 0.9em;|9: }|12: </style>|7:</head>|6:<body>|27: <div class="container">|38: <h1>Agent Skill : hf-jobs</h1>|8: |33: <div class="description">|74: <p><strong>Run any workload on Hugging Face Jobs.</strong></p>|235: <p>Use this skill when you want to run GPU/CPU workloads (batch inference, synthetic data generation, dataset stats, experiments) on Hugging Face Jobs, with correct token handling and result persistence back to the Hub.</p>|14: </div>|8: |30: <div class="metadata">|55: <p><strong>Skill Name:</strong> hf-jobs</p>|97: <p><strong>Main Documentation:</strong> <a href="jobs/SKILL.md">jobs/SKILL.md</a></p>|81: <p><strong>Scripts Directory:</strong> <code>jobs/scripts/</code></p>|87: <p><strong>References Directory:</strong> <code>jobs/references/</code></p>|14: </div>|8: |29: <div class="section">|29: <h2>Overview</h2>|248: <p>This skill focuses on running real workloads via Hugging Face Jobs. It includes ready-to-run UV scripts and guides for authentication (HF tokens), secrets vs env vars, timeouts, hardware selection, and pushing results to the Hub.</p>|14: </div>|0:|29: <div class="section">|39: <h2>Core Documentation</h2>|34: <ul class="file-list">|20: <li>|56: <a href="jobs/SKILL.md">SKILL.md</a>|62: <div class="file-path">jobs/SKILL.md</div>|180: <div class="file-description">Complete skill documentation (how to submit jobs, tokens/secrets, timeouts, persistence, and how to use the bundled scripts)</div>|21: </li>|17: </ul>|14: </div>|0:|29: <div class="section">|31: <h2>References</h2>|34: <ul class="file-list">|20: <li>|79: <a href="jobs/references/token_usage.md">token_usage.md</a>|79: <div class="file-path">jobs/references/token_usage.md</div>|151: <div class="file-description">Token best practices: secrets vs env, permissions, common errors (401/403), and secure patterns</div>|21: </li>|20: <li>|77: <a href="jobs/references/hub_saving.md">hub_saving.md</a>|78: <div class="file-path">jobs/references/hub_saving.md</div>|144: <div class="file-description">How to persist results: push datasets/models/files to the Hub (ephemeral job filesystem)</div>|21: </li>|20: <li>|85: <a href="jobs/references/hardware_guide.md">hardware_guide.md</a>|82: <div class="file-path">jobs/references/hardware_guide.md</div>|107: <div class="file-description">Flavor selection guidance for CPU/GPU/TPU workloads</div>|21: </li>|20: <li>|87: <a href="jobs/references/troubleshooting.md">troubleshooting.md</a>|83: <div class="file-path">jobs/references/troubleshooting.md</div>|122: <div class="file-description">Common failure modes (timeouts, missing deps, OOM, auth) and fixes</div>|21: </li>|17: </ul>|14: </div>|0:|29: <div class="section">|28: <h2>Scripts</h2>|34: <ul class="file-list">|20: <li>|90: <a href="jobs/scripts/generate-responses.py">generate-responses.py</a>|83: <div class="file-path">jobs/scripts/generate-responses.py</div>|163: <div class="file-description">vLLM batch generation: load prompts/messages from a dataset, generate responses, push dataset + card to Hub</div>|21: </li>|20: <li>|88: <a href="jobs/scripts/cot-self-instruct.py">cot-self-instruct.py</a>|82: <div class="file-path">jobs/scripts/cot-self-instruct.py</div>|167: <div class="file-description">CoT Self-Instruct synthetic data generation (reasoning/instruction) + optional filtering, pushes dataset + card</div>|21: </li>|20: <li>|82: <a href="jobs/scripts/finepdfs-stats.py">finepdfs-stats.py</a>|79: <div class="file-path">jobs/scripts/finepdfs-stats.py</div>|163: <div class="file-description">Polars streaming stats over Hub parquet (finepdfs-edu); optional upload of computed stats to a dataset repo</div>|21: </li>|17: </ul>|14: </div>|10: </div>|7:</body>|7:</html>|0
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