# epequeno/legal-entailment-deberta-v3-large

Model from Hugging Face for text classification: epequeno/legal-entailment-deberta-v3-large · unknown

## Facts

- Type: LLM
- Task: text-classification
- Framework: unknown
- 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/epequeno/legal-entailment-deberta-v3-large
- Hosting: hosted (4 files)
- Files: 4 hosted of 7 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: 4 files, 840.3 MB
- Full repo upstream: 840.3 MB
- Recommended file: 831.9 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-epequeno-legal-entailment-deberta-v3-large/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/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: 75
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for epequeno/legal-entailment-deberta-v3-large. Task: text classification. Library: unknown. Languages: en. Datasets referenced by card metadata: custom. Base model: cross-encoder/nli-deberta-v3-large. Includes 3 model-card evaluation signals.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: unknown
- Base model: cross-encoder/nli-deberta-v3-large
- Task categories: text-classification
- Languages: en
- Referenced datasets: custom
- Metrics: accuracy, f1
- Model-index entries: legal-entailment-deberta-v3-large
- Evaluation signals: 3 model-card eval results
- File hints: 7 upstream file samples

## Evaluation Signals

- Legal Entailment Expanded (243 cases, 14 categories incl. 6 OOD): Binary Accuracy (expanded, 243 cases) = 0.728 (Legal Entailment (Binary - Expanded Eval))
- Legal Entailment Test Set (453 examples): 4-class Accuracy (in-distribution test split) = 0.958 (Legal Entailment (4-class - Test Split))
- Legal Entailment Test Set (453 examples): Macro F1 (in-distribution test split) = 0.958 (Legal Entailment (4-class - Test Split))

## Referenced Data

- Dataset: custom

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.1 KB)
- config.json (1.1 KB)
- model.safetensors (793 MB) LFS
- tokenizer.json (8.0 MB)
- tokenizer_config.json (476 B)
- training_args.bin (5.1 KB) 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 2026-09-29T10:50:39.492Z.
- Open license detected as apache-2.0.
- Model-index metadata found for legal-entailment-deberta-v3-large.
- Model card references dataset context: custom.
- 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-epequeno-legal-entailment-deberta-v3-large
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-epequeno-legal-entailment-deberta-v3-large
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-epequeno-legal-entailment-deberta-v3-large&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-epequeno-legal-entailment-deberta-v3-large/decentralized-fallbacks