# bhadresh-savani/roberta-base-emotion

Model from Hugging Face for text classification: bhadresh-savani/roberta-base-emotion · transformers

## Facts

- Type: LLM
- Task: text-classification
- 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/bhadresh-savani/roberta-base-emotion
- Hosting: hosted (8 files)
- Files: 8 hosted of 15 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: 8 files, 501.2 MB
- Full repo upstream: 2 GB
- Recommended file: 997.3 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-bhadresh-savani-roberta-base-emotion/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/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: 1559
- Stars: 7
- Card completeness: 96%

## Description

External Hugging Face catalog record for bhadresh-savani/roberta-base-emotion. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: emotion. Includes 8 model-card evaluation signals. Popularity signal at import: 18,250 downloads and 7 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Languages: en
- Referenced datasets: emotion
- Metrics: Accuracy, F1 Score
- Paper ids: 1907.11692
- Model-index entries: bhadresh-savani/roberta-base-emotion
- Evaluation signals: 8 model-card eval results
- File hints: 15 upstream file samples

## Evaluation Signals

- emotion: Accuracy = 0.931 (Text Classification)
- emotion: Precision Macro = 0.9168321948556312 (Text Classification)
- emotion: Precision Micro = 0.931 (Text Classification)
- emotion: Precision Weighted = 0.9357445689014415 (Text Classification)
- emotion: Recall Macro = 0.8743657671177089 (Text Classification)
- emotion: Recall Micro = 0.931 (Text Classification)
- emotion: Recall Weighted = 0.931 (Text Classification)
- emotion: F1 Macro = 0.8821236522209227 (Text Classification)

## Referenced Data

- Dataset: emotion
- Paper: 1907.11692

## File Hints

- .gitattributes (744 B)
- README.md (6.6 KB)
- config.json (983 B)
- convert_flax_to_pytorch.py (168 B)
- convert_pytorch_to_flax.py (174 B)
- convert_pytorch_to_tensorflow.py (170 B)
- flax_model.msgpack (476 MB) LFS
- merges.txt (446 KB)
- model.safetensors (476 MB) LFS
- pytorch_model.bin (476 MB) LFS
- special_tokens_map.json (239 B)
- tf_model.h5 (476 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 2026-08-28T14:41:11.335Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bhadresh-savani/roberta-base-emotion.
- Model card references dataset context: emotion.
- 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-bhadresh-savani-roberta-base-emotion
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bhadresh-savani-roberta-base-emotion
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-roberta-base-emotion/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bhadresh-savani-roberta-base-emotion&limit=100
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