# SupraLabs/supra-title-50M-pre-gguf

Model from Hugging Face for text generation: SupraLabs/supra-title-50M-pre-gguf · unknown

## Facts

- Type: LLM
- Task: text-generation
- Framework: unknown
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/SupraLabs/supra-title-50M-pre-gguf
- Hosting: hosted (1 file)
- Files: 1 hosted of 35 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 1 file, 37.4 MB
- Full repo upstream: 1.39 GB
- Recommended file: 37.4 MB (Q4_K_M) · SupraTitle-50M-Q4_K_M.gguf
- Parameters: 50M
- Download: https://huggingbay.xyz/artifact/hf-model-supralabs-supra-title-50m-pre-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 2200
- Stars: 22
- Card completeness: 96%

## Description

External Hugging Face catalog record for SupraLabs/supra-title-50M-pre-gguf. Task: text generation. Library: unknown. Languages: en. Datasets referenced by card metadata: SupraLabs/chat-titles-filtered-115K, SupraLabs/supra-wild-titles-130k. Popularity signal at import: 295 downloads and 22 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: unknown
- Task categories: text-generation
- Languages: en
- Referenced datasets: SupraLabs/chat-titles-filtered-115K, SupraLabs/supra-wild-titles-130k
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: SupraLabs/chat-titles-filtered-115K
- Dataset: SupraLabs/supra-wild-titles-130k

## File Hints

- .gitattributes (3.5 KB)
- README.md (7.1 KB)
- SupraTitle-50M-BF16.gguf (100 MB) LFS
- SupraTitle-50M-F16.gguf (100 MB) LFS
- SupraTitle-50M-F32.gguf (199 MB) LFS
- SupraTitle-50M-IQ1_M.gguf (22 MB) LFS
- SupraTitle-50M-IQ1_S.gguf (22 MB) LFS
- SupraTitle-50M-IQ2_M.gguf (25 MB) LFS
- SupraTitle-50M-IQ2_S.gguf (25 MB) LFS
- SupraTitle-50M-IQ2_XS.gguf (24 MB) LFS
- SupraTitle-50M-IQ2_XXS.gguf (23 MB) LFS
- SupraTitle-50M-IQ3_M.gguf (30 MB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T05:50:29.629Z.
- Open license detected as apache-2.0.
- Model card references dataset context: SupraLabs/chat-titles-filtered-115K, SupraLabs/supra-wild-titles-130k.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-supralabs-supra-title-50m-pre-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-supralabs-supra-title-50m-pre-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-supralabs-supra-title-50m-pre-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-supralabs-supra-title-50m-pre-gguf/decentralized-fallbacks