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Which open-model guide matches my task and computer?
It depends on your task, computer memory, model format and license needs. Choose the question closest to yours below, then check the exact model file record. These guides select catalog matches; they are not quality rankings. A hosted file is available from Hugging Bay, while a listed file may exist only in upstream metadata.
A catalog record describes one model and its source metadata. An answer guide filters those records for one reader question; it is not a benchmark, safety review or guarantee that a model will run.
Answer-record snapshot as of .
Machine-readable answer records link each guide to citations and source data. For a model-level example, inspect Qwen3-8B file evidence and recorded hashes and its run-readiness record. The guide itself reports no test result.
Page sources and update history
Updated · Page-copy source revision 8871bab84e1cf80aea1686a944ec335078a6c036 · Source files: apps/web/server.mjs, apps/web/lib/answers-copy.mjs, apps/web/lib/answers-landing-html.mjs, apps/web/lib/answer-pack-html.mjs, apps/web/src/App.tsx, apps/web/lib/aeo-page.mjs · Full revision record
Key facts
- Guides
- Question-specific filters over public catalog records.
- Not benchmarks
- A listed model is not endorsed for quality or safety.
- File evidence
- Inspect hashes and availability on each model’s Files page before downloading.
Evidence you can inspect (plain text)
- GET /api/answers indexes public answer packs.
- GET /api/answers/download-verified-llm-weights exposes machine-readable rows when the slug exists.
- Open /artifact/hf-model-qwen-qwen3-8b/files for model exact filenames, availability and any recorded SHA-256.
- Open /evidence/artifacts/hf-model-qwen-qwen3-8b for run-readiness evidence tied to that record; absent receipts stay unmeasured.
- Open /api/artifacts/hf-model-qwen-qwen3-8b/card.md for machine-readable source facts (not a runtime test).
- Guides do not assert model tests unless linked run evidence includes a receipt.
Unmeasured states are stated explicitly; this page does not invent run scores or compatibility guarantees.
Which date applies to which fact
- Answer index snapshot:
- Committed page-copy sources:
- Upstream model metadata: Dates on artifact records when shown; not implied by page-copy revision
- Run receipts: Only on /evidence pages when recorded; otherwise unmeasured
Page-copy revision (Updated line above) identifies committed text sources, not upstream model edits or test outcomes.
All answers
- Which open German NLP models are in the catalog?
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- How do I verify a model download with SHA-256?
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- Which open coding models can I use commercially?
- Where can I inspect hosted coding model files with recorded hashes?
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- Which open chat & assistant models can I use commercially?
- Where can I inspect hosted chat & assistant model files with recorded hashes?
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- Which open reasoning & math models can I use commercially?
- Where can I inspect hosted reasoning & math model files with recorded hashes?
- What are the best open multilingual & translation models?
- Which open multilingual & translation models can I use commercially?
- Where can I inspect hosted multilingual & translation model files with recorded hashes?
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- Which open agent tool-use models can I use commercially?
- Where can I inspect hosted agent tool-use model files with recorded hashes?
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- Where can I inspect hosted embedding model files with recorded hashes?
- What are the best open vision models?
- Where can I inspect hosted vision model files with recorded hashes?
- What are the best open speech & audio models?
- Which open speech & audio models can I use commercially?
- Where can I inspect hosted speech & audio model files with recorded hashes?
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