# takehika/xlm-roberta-en-massive-intent

Model from Hugging Face for text classification: takehika/xlm-roberta-en-massive-intent · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/takehika/xlm-roberta-en-massive-intent
- Hosting: hosted (6 files)
- Files: 6 hosted of 7 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, 1.13 GB
- Full repo upstream: 1.13 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-takehika-xlm-roberta-en-massive-intent/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/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: 23
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for takehika/xlm-roberta-en-massive-intent. Task: text classification. Library: transformers. Languages: en, multilingual. Datasets referenced by card metadata: AmazonScience/massive. Base model: xlm-roberta-base. Includes 2 model-card evaluation signals. Popularity signal at import: 14 downloads and 1 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: text-classification
- Library: transformers
- Base model: xlm-roberta-base
- Task categories: text-classification
- Languages: en, multilingual
- Referenced datasets: AmazonScience/massive
- Metrics: accuracy, f1
- Paper ids: 1911.02116, 2204.08582
- Model-index entries: xlm-roberta-en-massive-intent
- Evaluation signals: 2 model-card eval results
- File hints: 7 upstream file samples

## Evaluation Signals

- MASSIVE (en-US): accuracy = 0.8387 (Intent Classification)
- MASSIVE (en-US): f1 = 0.8263 (Intent Classification)

## Referenced Data

- Dataset: AmazonScience/massive
- Paper: 1911.02116
- Paper: 2204.08582

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.0 KB)
- config.json (3.9 KB)
- model.safetensors (1.0 GB) LFS
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.3 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-04T03:20:02.627Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for xlm-roberta-en-massive-intent.
- Model card references dataset context: AmazonScience/massive.
- 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-takehika-xlm-roberta-en-massive-intent
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-takehika-xlm-roberta-en-massive-intent
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-takehika-xlm-roberta-en-massive-intent&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-takehika-xlm-roberta-en-massive-intent/decentralized-fallbacks