# AdamCodd/tinybert-emotion-balanced

Model from Hugging Face for text classification: AdamCodd/tinybert-emotion-balanced · 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/AdamCodd/tinybert-emotion-balanced
- Hosting: hosted (16 files)
- Files: 16 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: at least 16 listed files; full count and size unknown
- Full repo upstream: 116.8 MB
- Recommended file: 17.6 MB · pytorch_model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-adamcodd-tinybert-emotion-balanced/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/download-plan)
- Per-file SHA-256: available for 6 of 16 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/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: 15235
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for AdamCodd/tinybert-emotion-balanced. Task: text classification. Library: transformers. Datasets referenced by card metadata: AdamCodd/emotion-balanced. Base model: prajjwal1/bert-tiny. Includes 3 model-card evaluation signals. Popularity signal at import: 147,748 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: prajjwal1/bert-tiny
- Task categories: text-classification
- Referenced datasets: AdamCodd/emotion-balanced
- Metrics: accuracy, f1, recall, precision
- Model-index entries: AdamCodd/tinybert-emotion-balanced
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- emotion: Accuracy = 0.9354 (Text Classification)
- emotion: Loss = 0.1809 (Text Classification)
- emotion: F1 = 0.9354946613311768 (Text Classification)

## Referenced Data

- Dataset: AdamCodd/emotion-balanced

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.5 KB)
- config.json (888 B)
- onnx/model.onnx (17 MB) LFS
- onnx/model_bnb4.onnx (16 MB) LFS
- onnx/model_fp16.onnx (8.4 MB) LFS
- onnx/model_int8.onnx (4.3 MB) LFS
- onnx/model_q4.onnx (16 MB) LFS
- onnx/model_q4f16.onnx (7.9 MB) LFS
- onnx/model_quantized.onnx (4.3 MB) LFS
- onnx/model_uint8.onnx (4.3 MB) LFS
- pytorch_model.bin (17 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 2026-08-28T06:54:47.714Z.
- Open license detected as apache-2.0.
- Model-index metadata found for AdamCodd/tinybert-emotion-balanced.
- Model card references dataset context: AdamCodd/emotion-balanced.
- 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-adamcodd-tinybert-emotion-balanced
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-adamcodd-tinybert-emotion-balanced
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-adamcodd-tinybert-emotion-balanced&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-adamcodd-tinybert-emotion-balanced/decentralized-fallbacks