mradermacher/turbo-ai-7b-i1-GGUF
mradermacher/turbo-ai-7b-i1-GGUF is an open-weights language model for summarization under the apache-2.0 license (89.0 GB), released Jul 11, 2026. Hosted open-weights model — 1 file carries published SHA-256 checksums you can re-hash. 1 Hugging Bay hosted fil
- Task
- summarization
- Size
- 89.0 GB
- Recommended file
- 4.7 GB (Q4_K_M) — turbo-ai-7b.i1-Q4_K_M.gguf
- Parameters
- 7B
- Files
- 1 hosted of 1 listed
- Released
- Updated on Hugging Bay
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Ready to download — 4.7 GB.
turbo-ai-7b.i1-Q4_K_M.gguf
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File fingerprint (for experts)
5893c0ceaa1f9b837bf7253162088c6b23dca46777ef133d221487b850cb3ada
FAQ
What is mradermacher/turbo-ai-7b-i1-GGUF?
mradermacher/turbo-ai-7b-i1-GGUF is an open-weights language model for summarization published by mradermacher, released Jul 11, 2026. Model from Hugging Face for summarization: mradermacher/turbo-ai-7b-i1-GGUF · transformers
What license does mradermacher/turbo-ai-7b-i1-GGUF use, and can I use it commercially?
It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.
How big is mradermacher/turbo-ai-7b-i1-GGUF?
mradermacher/turbo-ai-7b-i1-GGUF has 7B parameters. The full upstream repository is 89.0 GB; the recommended download, turbo-ai-7b.i1-Q4_K_M.gguf (Q4_K_M), is 4.7 GB.
Where can I download mradermacher/turbo-ai-7b-i1-GGUF?
Hugging Bay hosts 1 of 1 file for this model, each with a published SHA-256 checksum. Total size: 89.0 GB. The original release is at https://huggingface.co/mradermacher/turbo-ai-7b-i1-GGUF.
Has mradermacher/turbo-ai-7b-i1-GGUF been scanned for unsafe files?
Source scan status: passed. A scan checks the files for known-bad signatures — it does not mean the model is safe. 1 hosted file carries a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-mradermacher-turbo-ai-7b-i1-gguf/safety on Hugging Bay.
Will mradermacher/turbo-ai-7b-i1-GGUF run on my computer?
We can’t check the fit — we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer 3 questions (20 seconds) and we’ll check for real. Or skip it — the download still works if you know your own machine. Start the check at /find on Hugging Bay — we won't guess from a generic GPU.
About this artifact
External Hugging Face catalog record for mradermacher/turbo-ai-7b-i1-GGUF. Task: summarization. Library: transformers. Languages: en. Base model: TurboAiLabs/turbo-ai-7b. Popularity signal at import: 1,635 downloads and 2 likes. Files are listed for discovery and verification context; Hugging Bay serves local downloads only after explicit mirror review, scanning, hashing, and signing.
Hosted file inventory
Exact selected bytes complete. The immutable selected representation is byte-complete; runtime compatibility is not established.
- Hosted files
- 1 of 1
- Reviewed peer-assisted fallbacks
- 0
- Trust bundle
- Trust-bundle JSON
- Review summary
- Review-summary JSON
- Distribution
- Reviewed peer-fallback JSON
Run status
Not hosted here yet — Not hosted here yet — the mirror is in progress. Check back or request it.
Detailed evidence for the selected file set
This detail applies to the selected file set, not every file in the repository.
- Executable state
- complete-bytes
- Evidence timestamp
- 2026-09-22T14:55:17.490Z
- Selected representation
- rep-214b41d82e4384505e99732cf3c21065a9b39ee77e4266bbd5734f70a914d94b
- Complete bytes
- yes
- Complete kit
- no
- Byte-integrity check
- not established — the hosted bytes are not yet matched to a signed upstream manifest
- Run ready
- not established
- Files
- View file metadata
Bay Run
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Download exact selected bytes
- License: pass - apache-2.0
- Provenance: pass - mradermacher/turbo-ai-7b-i1-GGUF
- Scan: pass - passed
- Hosted files: warn - 1/1 repository files hosted; selected representation evaluated separately
- Byte manifest integrity: pass - selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)
Machine-readable card
Open interactive artifact page
Evidence details
- Demand
- 1.6K upstream downloads
- Trust
- Metadata checked 0/100
- Download completeness
- Exact selected bytes complete
- Run fit
- Exact selected bytes complete; runtime not established
- Scan status
- passed
- Executable state
- complete-bytes
- Evidence timestamp
- 2026-09-22T14:55:17.490Z
- Declared license
- apache-2.0
- Pipeline
- summarization
- Library
- transformers
- Base model
- TurboAiLabs/turbo-ai-7b
- Task categories
- summarization
- Languages
- en
- File hints
- 16 upstream file samples