# dleemiller/crossingguard-nli-l

Model from Hugging Face for text classification: dleemiller/crossingguard-nli-l · sentence transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: sentence-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/dleemiller/crossingguard-nli-l
- Hosting: hosted (5 files)
- Files: 5 hosted of 8 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: 5 files, 1.59 GB
- Full repo upstream: 1.59 GB
- Recommended file: 1.58 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-dleemiller-crossingguard-nli-l/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/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: 183
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for dleemiller/crossingguard-nli-l. Task: text classification. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: dleemiller/CrossingGuard-NLI, dleemiller/FineCat-NLI. Base model: dleemiller/finecat-nli-l. Includes 3 model-card evaluation signals. Popularity signal at import: 298 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: sentence-transformers
- Base model: dleemiller/finecat-nli-l
- Task categories: text-classification
- Languages: en
- Referenced datasets: dleemiller/CrossingGuard-NLI, dleemiller/FineCat-NLI
- Metrics: f1_macro, f1_micro, f1_weighted
- Model-index entries: CrossEncoder based on dleemiller/finecat-nli-l
- Evaluation signals: 3 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- dleemiller CrossingGuard NLI dev: F1 Macro = 0.9126642520908327 (Cross Encoder Classification)
- dleemiller CrossingGuard NLI dev: F1 Micro = 0.9138270909602929 (Cross Encoder Classification)
- dleemiller CrossingGuard NLI dev: F1 Weighted = 0.9138979080446566 (Cross Encoder Classification)

## Referenced Data

- Dataset: dleemiller/CrossingGuard-NLI
- Dataset: dleemiller/FineCat-NLI

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.3 KB)
- config.json (5.5 KB)
- model.safetensors (1.5 GB) LFS
- special_tokens_map.json (694 B)
- tokenizer.json (3.4 MB)
- tokenizer_config.json (21 KB)
- training_config.json (844 B)

## 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 2026-09-23T05:45:03.363Z.
- Open license detected as apache-2.0.
- Model-index metadata found for CrossEncoder based on dleemiller/finecat-nli-l.
- Model card references dataset context: dleemiller/CrossingGuard-NLI, dleemiller/FineCat-NLI.
- 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-dleemiller-crossingguard-nli-l
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-dleemiller-crossingguard-nli-l
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dleemiller-crossingguard-nli-l&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-dleemiller-crossingguard-nli-l/decentralized-fallbacks