# liminerity/M7-7b

Model from Hugging Face for text generation: liminerity/M7-7b · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- 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/liminerity/M7-7b
- Hosting: hosted (13 files)
- Files: 13 hosted of 17 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: 13 files, 14.5 GB
- Full repo upstream: 14.5 GB
- Recommended file: 14.5 GB (8 files)
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-liminerity-m7-7b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/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: 8320
- Stars: 16
- Card completeness: 89%

## Description

External Hugging Face catalog record for liminerity/M7-7b. Task: text generation. Library: transformers. Popularity signal at import: 8,751 downloads and 16 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.4 KB)
- config.json (656 B)
- mergekit_config.yml (359 B)
- model-00001-of-00008.safetensors (1.8 GB) LFS
- model-00002-of-00008.safetensors (1.9 GB) LFS
- model-00003-of-00008.safetensors (1.8 GB) LFS
- model-00004-of-00008.safetensors (1.8 GB) LFS
- model-00005-of-00008.safetensors (1.8 GB) LFS
- model-00006-of-00008.safetensors (1.8 GB) LFS
- model-00007-of-00008.safetensors (1.8 GB) LFS
- model-00008-of-00008.safetensors (752 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 2026-09-21T20:51:14.460Z.
- Open license detected as apache-2.0.
- 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-liminerity-m7-7b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-liminerity-m7-7b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-liminerity-m7-7b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-liminerity-m7-7b/decentralized-fallbacks