# mjbommar/mimelens-001-tiny-bpe-16k-s1

Model from Hugging Face for text classification: mjbommar/mimelens-001-tiny-bpe-16k-s1 · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/mjbommar/mimelens-001-tiny-bpe-16k-s1
- Hosting: hosted (6 files)
- Files: 6 hosted of 9 listed
- Needs its own code to run: Uses custom model code (configuration_mimelens.py). Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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: 6 files, 31.2 MB
- Full repo upstream: 31.2 MB
- Recommended file: 29.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/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: 26
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for mjbommar/mimelens-001-tiny-bpe-16k-s1. Task: text classification. Library: transformers. Languages: en. Base model: mjbommar/binary-tokenizer-001-16k. Includes 3 model-card evaluation signals. Popularity signal at import: 9 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Base model: mjbommar/binary-tokenizer-001-16k
- Task categories: text-classification
- Languages: en
- Model-index entries: mimelens-001-tiny-bpe-16k-s1
- Evaluation signals: 3 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- magic-frags (4 KB head of 64 KB random chunks, n=4,096): top-1 accuracy = 0.7568 (MIME-125 classification (libmagic 125-class taxonomy))
- magic-frags (4 KB head of 64 KB random chunks, n=4,096): macro-F1 = 0.6375 (MIME-125 classification (libmagic 125-class taxonomy))
- magic-frags (4 KB head of 64 KB random chunks, n=4,096): kNN R@1 = 0.6965 (MIME-125 classification (libmagic 125-class taxonomy))

## File Hints

- .gitattributes (1.5 KB)
- README.md (11 KB)
- config.json (8.9 KB)
- configuration_mimelens.py (5.7 KB)
- manifest.json (418 B)
- model.safetensors (28 MB) LFS
- modeling_mimelens.py (16 KB)
- tokenizer.json (1.3 MB)
- tokenizer_config.json (1.1 KB)

## 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 2026-09-04T19:16:35.476Z.
- Open license detected as mit.
- Model-index metadata found for mimelens-001-tiny-bpe-16k-s1.
- 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-mjbommar-mimelens-001-tiny-bpe-16k-s1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-tiny-bpe-16k-s1/decentralized-fallbacks