# bhadresh-savani/bert-base-uncased-emotion

Model from Hugging Face for text classification: bhadresh-savani/bert-base-uncased-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/bert-base-uncased-emotion
- Hosting: hosted (7 files)
- Files: 7 hosted of 14 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: 7 files, 438.7 MB
- Full repo upstream: 1.75 GB
- Recommended file: 876 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-bhadresh-savani-bert-base-uncased-emotion/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-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: 7919
- Stars: 59
- Card completeness: 96%

## Description

External Hugging Face catalog record for bhadresh-savani/bert-base-uncased-emotion. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: emotion. Includes 8 model-card evaluation signals. Popularity signal at import: 7,336 downloads and 59 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: 1810.04805
- Model-index entries: bhadresh-savani/bert-base-uncased-emotion
- Evaluation signals: 8 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- emotion: Accuracy = 0.9265 (Text Classification)
- emotion: Precision Macro = 0.8859601677706858 (Text Classification)
- emotion: Precision Micro = 0.9265 (Text Classification)
- emotion: Precision Weighted = 0.9265082039990273 (Text Classification)
- emotion: Recall Macro = 0.879224648382427 (Text Classification)
- emotion: Recall Micro = 0.9265 (Text Classification)
- emotion: Recall Weighted = 0.9265 (Text Classification)
- emotion: F1 Macro = 0.8821398657055098 (Text Classification)

## Referenced Data

- Dataset: emotion
- Paper: 1810.04805

## File Hints

- .gitattributes (744 B)
- README.md (6.7 KB)
- config.json (935 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 (418 MB) LFS
- model.safetensors (418 MB) LFS
- pytorch_model.bin (418 MB) LFS
- special_tokens_map.json (112 B)
- tf_model.h5 (418 MB) LFS
- tokenizer.json (455 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 2026-08-28T16:23:52.423Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bhadresh-savani/bert-base-uncased-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-bert-base-uncased-emotion
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bhadresh-savani-bert-base-uncased-emotion
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bhadresh-savani-bert-base-uncased-emotion&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bhadresh-savani-bert-base-uncased-emotion/decentralized-fallbacks