Teknium
c49fa88b80
* refactor(skills): shipped-set slim — 15 skills to optional, github six-way merge, pdf absorbs OCR+nano-pdf, channel-gated teams pipeline
Maintainer-directed shipped-skills curation (skills index 1,900 -> ~1,400
tok/call on desktop; every session pays the index, so this is a per-call
diet on all installs):
- optional-skills moves (installable via skills hub, history preserved):
creative comfyui/ascii-art/excalidraw/pretext/sketch/touchdesigner-mcp;
ALL of mlops (huggingface-hub, llama-cpp, serving-llms-vllm,
weights-and-biases, evaluating-llms-harness — subcategory structure
kept); research-paper-writing (55 supporting files, 17.3K-tok load);
openhue; blogwatcher (first taught the cronjob monitor-field watch
pattern + web_extract instead of pre-cron manual workflows)
- DELETED session-librarian (Aug-12 'inspired by Perplexity Computer'
port, never maintainer-intended; session_search covers discovery)
- github: six skills (auth, issues, pr-workflow, issue-to-pr,
code-review, repo-management) merged into ONE software-development/
github skill — routing body + complete per-workflow references;
benbarclay authorship credited; codebase-inspection rides along;
discipline pins from test_github_issue_to_pr_skill.py preserved
against the reference body in the new test_github_skill.py
- pdf absorbs ocr-and-documents + nano-pdf as references/ + scripts
(extract_pymupdf, extract_marker converted to the argparse house
standard its contract test enforces)
- NEW session_platforms frontmatter gate (metadata.hermes): hides a
skill from the index on gateway channels it is not for; fail-open on
unknown platform; teams-meeting-pipeline gated to [teams, cron]
- blocked-page-recovery: research -> new web category; trigger-first
description ('Use when a fetch fails: 403/429, paywall, WAF, bot
wall.') so the model actually reaches for it on blocked fetches
- docs regenerated via generate-skill-docs.py (195 pages); related_skills
swept repo-wide; tests: 1672 passed (2 openclaw failures pre-existing
on clean main, Windows-local)
* chore: ignore .skills_prompt_snapshot.json (local index cache, accidentally committed)
82 lines
3.6 KiB
Markdown
82 lines
3.6 KiB
Markdown
---
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name: huggingface-hub
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description: "HuggingFace hf CLI: search/download/upload models, datasets."
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version: 1.0.1
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author: Hugging Face
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license: MIT
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tags: [huggingface, hf, models, datasets, hub, mlops]
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platforms: [linux, macos, windows]
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---
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# Hugging Face CLI (`hf`) Reference Guide
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The `hf` command is the modern command-line interface for interacting with the Hugging Face Hub, providing tools to manage repositories, models, datasets, and Spaces.
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> **IMPORTANT:** The `hf` command replaces the now deprecated `huggingface-cli` command.
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## Quick Start
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* **Installation:** `curl -LsSf https://hf.co/cli/install.sh | bash -s`
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* **Help:** Use `hf --help` to view all available functions and real-world examples.
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* **Authentication:** Recommended via `HF_TOKEN` environment variable or the `--token` flag.
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---
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## Core Commands
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### General Operations
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* `hf download REPO_ID`: Download files from the Hub.
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* `hf upload REPO_ID`: Upload files/folders (recommended for single-commit; also handles resumable uploads of large directories).
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* `hf upload-large-folder REPO_ID LOCAL_PATH`: **[Deprecated]** — use `hf upload` instead.
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* `hf sync`: Sync files between a local directory and a bucket.
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* `hf env` / `hf version`: View environment and version details.
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### Authentication (`hf auth`)
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* `login` / `logout`: Manage sessions using tokens from [huggingface.co/settings/tokens](https://huggingface.co/settings/tokens).
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* `list` / `switch`: Manage and toggle between multiple stored access tokens.
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* `whoami`: Identify the currently logged-in account.
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### Repository Management (`hf repos`)
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* `create` / `delete`: Create or permanently remove repositories.
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* `duplicate`: Clone a model, dataset, or Space to a new ID.
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* `move`: Transfer a repository between namespaces.
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* `branch` / `tag`: Manage Git-like references.
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* `delete-files`: Remove specific files using patterns.
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---
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## Specialized Hub Interactions
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### Datasets & Models
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* **Datasets:** `hf datasets list`, `info`, and `parquet` (list parquet URLs).
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* **SQL Queries:** `hf datasets sql SQL` — Execute raw SQL via DuckDB against dataset parquet URLs.
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* **Models:** `hf models list` and `info`.
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* **Papers:** `hf papers ls` — View daily papers.
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### Discussions & Pull Requests (`hf discussions`)
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* Manage the lifecycle of Hub contributions: `list`, `create`, `info`, `comment`, `close`, `reopen`, and `rename`.
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* `diff`: View changes in a PR.
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* `merge`: Finalize pull requests.
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### Infrastructure & Compute
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* **Endpoints:** Deploy and manage Inference Endpoints (`deploy`, `pause`, `resume`, `scale-to-zero`, `catalog`).
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* **Jobs:** Run compute tasks on HF infrastructure. Includes `hf jobs uv` for running Python scripts with inline dependencies and `stats` for resource monitoring.
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* **Spaces:** Manage interactive apps. Includes `dev-mode` and `hot-reload` for Python files without full restarts.
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### Storage & Automation
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* **Buckets:** Full S3-like bucket management (`create`, `cp`, `mv`, `rm`, `sync`).
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* **Cache:** Manage local storage with `list`, `prune` (remove detached revisions), and `verify` (checksum checks).
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* **Webhooks:** Automate workflows by managing Hub webhooks (`create`, `watch`, `enable`/`disable`).
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* **Collections:** Organize Hub items into collections (`add-item`, `update`, `list`).
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---
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## Advanced Usage & Tips
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### Global Flags
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* `--format json`: Produces machine-readable output for automation.
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* `-q` / `--quiet`: Limits output to IDs only.
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### Extensions & Skills
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* **Extensions:** Extend CLI functionality via GitHub repositories using `hf extensions install REPO_ID`.
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* **Skills:** Manage AI assistant skills with `hf skills add`.
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