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104 lines
3.4 KiB
Markdown
104 lines
3.4 KiB
Markdown
# Hugging Face
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**Mode**: 🌐 Public · **Domain**: `huggingface.co`
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## Commands
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| Command | Description |
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|---------|-------------|
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| `opencli hf top` | Top upvoted Hugging Face papers |
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| `opencli hf paper <arxivId>` | Single paper detail (title / authors / summary / AI keywords / upvotes) |
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| `opencli hf models` | Top Hugging Face models (downloads / likes / trending / freshness) |
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| `opencli hf datasets` | Top Hugging Face datasets |
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| `opencli hf spaces` | Top Hugging Face Spaces (gradio / streamlit / docker / static demos) |
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## Usage Examples
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```bash
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# Today's top papers
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opencli hf top --limit 10
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# Single paper detail by arXiv id (mirrors HF's paper page)
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opencli hf paper 1706.03762 # Attention Is All You Need
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opencli hf paper 2005.14165 # GPT-3 paper
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# All papers (no limit)
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opencli hf top --all
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# Specific date
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opencli hf top --date 2025-03-01
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# Weekly/monthly top papers
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opencli hf top --period weekly
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opencli hf top --period monthly
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# Top models by downloads (default)
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opencli hf models --limit 20
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# Top text-generation models with name filter
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opencli hf models --pipeline text-generation --search llama --sort likes --limit 10
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# Top datasets by likes
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opencli hf datasets --sort likes --limit 10
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# Top Spaces by likes
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opencli hf spaces --limit 20
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# Filter Spaces by SDK
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opencli hf spaces --sdk gradio --search llm --limit 10
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# JSON output
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opencli hf top -f json
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```
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### `top` Options
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| Option | Description |
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|--------|-------------|
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| `--limit` | Number of papers (default: 20) |
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| `--all` | Return all papers, ignoring limit |
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| `--date` | Date in `YYYY-MM-DD` format (defaults to most recent) |
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| `--period` | Time period: `daily`, `weekly`, or `monthly` (default: daily) |
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Returns paper listing rows with `rank, id, title, upvotes, authors`. The `id` value round-trips into `opencli hf paper <id>`.
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### `paper` Options
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| Option | Description |
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|--------|-------------|
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| `id` (positional) | arXiv id (e.g. `1706.03762`, optionally with version suffix `v3`) |
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Returns one row with `id, title, authors, publishedAt, upvotes, aiKeywords, summary, aiSummary, url`. The `summary` is the original arXiv abstract; `aiSummary` and `aiKeywords` are HF's AI-generated metadata (may be empty for older or non-curated papers). Returns `EmptyResultError` if HF has no paper page for that id.
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### `models` Options
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| Option | Description |
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|--------|-------------|
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| `--sort` | `downloads` / `likes` / `trending` / `created_at` / `last_modified` (default: `downloads`) |
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| `--search` | Optional name/owner substring filter (e.g. `llama`, `mistralai/`) |
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| `--pipeline` | Pipeline tag filter (e.g. `text-generation`, `image-classification`) |
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| `--limit` | Max models (1–100, default: 20) |
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### `datasets` Options
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| Option | Description |
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|--------|-------------|
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| `--sort` | Same set as `models` (default: `downloads`) |
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| `--search` | Optional name/owner substring filter |
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| `--limit` | Max datasets (1–100, default: 20) |
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### `spaces` Options
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| Option | Description |
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|--------|-------------|
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| `--sort` | `likes` / `created_at` / `last_modified` (default: `likes`; HF doesn't accept `trending` for spaces) |
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| `--search` | Optional name/owner substring filter (e.g. `stability`, `openai/`) |
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| `--sdk` | SDK filter: `gradio` / `streamlit` / `docker` / `static` |
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| `--limit` | Max spaces (1–100, default: 20) |
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Returns rows with `rank, id, author, sdk, likes, tags, lastModified, url`.
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## Prerequisites
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- No browser required — uses public Hugging Face API
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