# nickmuchi/deberta-v3-base-finetuned-finance-text-classification

Model from Hugging Face for text classification: nickmuchi/deberta-v3-base-finetuned-finance-text-classification · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/nickmuchi/deberta-v3-base-finetuned-finance-text-classification
- 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, 746.4 MB
- Full repo upstream: 1.49 GB
- Recommended file: 1.48 GB (3 files)
- Download: https://huggingbay.xyz/artifact/hf-model-nickmuchi-deberta-v3-base-finetuned-finance-text-classification/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nickmuchi-deberta-v3-base-finetuned-finance-text-classification/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nickmuchi-deberta-v3-base-finetuned-finance-text-classification/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: 1209
- Stars: 24
- Card completeness: 93%

## Description

External Hugging Face catalog record for nickmuchi/deberta-v3-base-finetuned-finance-text-classification. Task: text classification. Library: transformers. Datasets referenced by card metadata: financial_phrasebank, Kaggle_Self_label, nickmuchi/financial-classification. Popularity signal at import: 1,053 downloads and 24 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Referenced datasets: financial_phrasebank, Kaggle_Self_label, nickmuchi/financial-classification
- Metrics: accuracy, f1, precision, recall
- Model-index entries: deberta-v3-base-finetuned-finance-text-classification
- File hints: 14 upstream file samples

## Referenced Data

- Dataset: financial_phrasebank
- Dataset: Kaggle_Self_label
- Dataset: nickmuchi/financial-classification

## File Hints

- .gitattributes (1.2 KB)
- .gitignore (13 B)
- README.md (3.8 KB)
- added_tokens.json (18 B)
- config.json (1.0 KB)
- model.safetensors (704 MB) LFS
- pytorch_model.bin (704 MB) LFS
- runs/May29_16-29-41_02256262195f/1653841792.7752237/events.out.tfevents.1653841792.02256262195f.108.3 (5.2 KB) LFS
- runs/May29_16-29-41_02256262195f/events.out.tfevents.1653841792.02256262195f.108.2 (12 KB) LFS
- special_tokens_map.json (156 B)
- spm.model (2.4 MB) LFS
- tokenizer.json (8.3 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 2026-09-22T18:20:34.180Z.
- Open license detected as mit.
- Model-index metadata found for deberta-v3-base-finetuned-finance-text-classification.
- Model card references dataset context: financial_phrasebank, Kaggle_Self_label, nickmuchi/financial-classification.
- 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-nickmuchi-deberta-v3-base-finetuned-finance-text-classification
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nickmuchi-deberta-v3-base-finetuned-finance-text-classification/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nickmuchi-deberta-v3-base-finetuned-finance-text-classification/download-plan
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