# Hidden-States/roberta-base-goemotions

Model from Hugging Face for text classification: Hidden-States/roberta-base-goemotions · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/Hidden-States/roberta-base-goemotions/blob/main/LICENSE)
- Source: https://huggingface.co/Hidden-States/roberta-base-goemotions
- Hosting: hosted (6 files)
- Files: 6 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: 6 files, 501.5 MB
- Full repo upstream: 502.7 MB
- Recommended file: 497.9 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-hidden-states-roberta-base-goemotions/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/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: 90
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for Hidden-States/roberta-base-goemotions. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: google-research-datasets/go_emotions. Includes 3 model-card evaluation signals. Popularity signal at import: 90 downloads and 2 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Languages: en
- Referenced datasets: google-research-datasets/go_emotions
- Metrics: f1, precision, recall
- Model-index entries: roberta-base-goemotions
- Evaluation signals: 3 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- GoEmotions: Accuracy(Hamming) = 0.97 (Multi-label Fine-Grained Emotion Classification)
- GoEmotions: Recall-macro = 0.57 (Multi-label Fine-Grained Emotion Classification)
- GoEmotions: F1-macro = 0.56 (Multi-label Fine-Grained Emotion Classification)

## Referenced Data

- Dataset: google-research-datasets/go_emotions

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- NOTICE.md (1.1 KB)
- README.md (9.0 KB)
- SECURITY.md (1.7 KB)
- config.json (783 B)
- configuration_emoaxis.py (367 B)
- merges.txt (446 KB)
- model.safetensors (475 MB) LFS
- modeling_emoaxis.py (1.1 KB)
- special_tokens_map.json (280 B)
- tokenizer.json (3.4 MB)

## 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 2026-09-24T08:29:43.632Z.
- Open license detected as apache-2.0.
- Model-index metadata found for roberta-base-goemotions.
- Model card references dataset context: google-research-datasets/go_emotions.
- 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-hidden-states-roberta-base-goemotions
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-hidden-states-roberta-base-goemotions
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-hidden-states-roberta-base-goemotions&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-hidden-states-roberta-base-goemotions/decentralized-fallbacks