# oraculumai/Manchego-MLX-8bit

Model from Hugging Face for text classification: oraculumai/Manchego-MLX-8bit · mlx

## Facts

- Type: LLM
- Task: text-classification
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/oraculumai/Manchego-MLX-8bit/blob/main/LICENSE)
- Source: https://huggingface.co/oraculumai/Manchego-MLX-8bit
- Hosting: unknown (no download location recorded)
- Files: 19 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 4.49 GB
- Recommended file: 4.47 GB · model.safetensors
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 50
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for oraculumai/Manchego-MLX-8bit. Task: text classification. Library: mlx. Languages: en. Datasets referenced by card metadata: alisawuffles/WANLI, nyu-mll/multi_nli, bitext/Bitext-customer-support-llm-chatbot-training-dataset, legacy-datasets/banking77. Base model: oraculumai/Manchego. Popularity signal at import: 50 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: mlx
- Base model: oraculumai/Manchego
- Task categories: text-classification
- Languages: en
- Referenced datasets: alisawuffles/WANLI, nyu-mll/multi_nli, bitext/Bitext-customer-support-llm-chatbot-training-dataset, legacy-datasets/banking77
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: alisawuffles/WANLI
- Dataset: nyu-mll/multi_nli
- Dataset: bitext/Bitext-customer-support-llm-chatbot-training-dataset
- Dataset: legacy-datasets/banking77

## File Hints

- .gitattributes (1.6 KB)
- LICENSE (9.9 KB)
- NOTICE (675 B)
- README.md (5.2 KB)
- chat_template.jinja (7.6 KB)
- config.json (2.8 KB)
- figures/field_4b_jevbench_public.svg (13 KB)
- figures/field_4b_public8.svg (13 KB)
- figures/field_4b_public8_untrained.svg (9.6 KB)
- figures/field_4b_transfer.svg (13 KB)
- figures/leaderboard.svg (12 KB)
- figures/training_gains.svg (5.3 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T23:03:15.307Z.
- Open license detected as apache-2.0.
- Model card references dataset context: alisawuffles/WANLI, nyu-mll/multi_nli, bitext/Bitext-customer-support-llm-chatbot-training-dataset, legacy-datasets/banking77.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-oraculumai-manchego-mlx-8bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-oraculumai-manchego-mlx-8bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-oraculumai-manchego-mlx-8bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-oraculumai-manchego-mlx-8bit/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-oraculumai-manchego-mlx-8bit/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-oraculumai-manchego-mlx-8bit/decentralized-fallbacks