# llm-semantic-router/mmbert32k-intent-classifier-merged

Model from Hugging Face for text classification: llm-semantic-router/mmbert32k-intent-classifier-merged · onnx

## Facts

- Type: LLM
- Task: text-classification
- Framework: onnx
- 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/llm-semantic-router/mmbert32k-intent-classifier-merged
- Hosting: hosted (5 files)
- Files: 5 hosted of 18 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: 5 files, 1.26 GB
- Full repo upstream: 4.38 GB
- Recommended file: 4.31 GB (4 files)
- Download: https://huggingbay.xyz/artifact/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/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: 2846
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for llm-semantic-router/mmbert32k-intent-classifier-merged. Task: text classification. Library: onnx. Languages: en, multilingual. Datasets referenced by card metadata: TIGER-Lab/MMLU-Pro, LLM-Semantic-Router/category-classifier-supplement. Base model: llm-semantic-router/mmbert-32k-yarn. Popularity signal at import: 13,489 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: onnx
- Base model: llm-semantic-router/mmbert-32k-yarn
- Task categories: text-classification
- Languages: en, multilingual
- Referenced datasets: TIGER-Lab/MMLU-Pro, LLM-Semantic-Router/category-classifier-supplement
- Metrics: accuracy, f1
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: TIGER-Lab/MMLU-Pro
- Dataset: LLM-Semantic-Router/category-classifier-supplement

## File Hints

- .gitattributes (1.6 KB)
- README.md (2.2 KB)
- category_mapping.json (624 B)
- config.json (1.8 KB)
- label_mapping.json (624 B)
- model.safetensors (1.1 GB) LFS
- onnx/category_mapping.json (624 B)
- onnx/config.json (1.8 KB)
- onnx/label_mapping.json (624 B)
- onnx/model.onnx (1.1 GB) LFS
- onnx/model_fa_fp16.onnx (1.1 GB) LFS
- onnx/model_sdpa_fp16.onnx (587 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 2026-08-28T15:41:08.795Z.
- Open license detected as apache-2.0.
- Model card references dataset context: TIGER-Lab/MMLU-Pro, LLM-Semantic-Router/category-classifier-supplement.
- 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-llm-semantic-router-mmbert32k-intent-classifier-merged
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-llm-semantic-router-mmbert32k-intent-classifier-merged/decentralized-fallbacks