# socialmediaie/bertweet-base_wnut17_ner

Model from Hugging Face for token classification: socialmediaie/bertweet-base_wnut17_ner · transformers

## Facts

- Type: LLM
- Task: token-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/socialmediaie/bertweet-base_wnut17_ner
- Hosting: hosted (6 files)
- Files: 6 hosted of 16 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, 538.1 MB
- Full repo upstream: 1.08 GB
- Recommended file: 537.3 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-socialmediaie-bertweet-base-wnut17-ner/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/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: 46
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for socialmediaie/bertweet-base_wnut17_ner. Task: token classification. Library: transformers. Datasets referenced by card metadata: wnut_17. Base model: vinai/bertweet-base. Includes 4 model-card evaluation signals. Popularity signal at import: 46 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: transformers
- Base model: vinai/bertweet-base
- Task categories: token-classification
- Referenced datasets: wnut_17
- Metrics: precision, recall, f1, accuracy
- Model-index entries: fine_tune_bertweet-base-lp-ft
- Evaluation signals: 4 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- wnut_17: Precision = 0.6154830454254638 (Token Classification)
- wnut_17: Recall = 0.49844559585492226 (Token Classification)
- wnut_17: F1 = 0.5508159175493844 (Token Classification)
- wnut_17: Accuracy = 0.9499198834668608 (Token Classification)

## Referenced Data

- Dataset: wnut_17

## File Hints

- .gitattributes (1.2 KB)
- README.md (6.2 KB)
- added_tokens.json (17 B)
- all_results.json (1.9 KB)
- bpe.codes (1.0 MB)
- config.json (1.4 KB)
- model.safetensors (512 MB) LFS
- pytorch_model.bin (512 MB) LFS
- special_tokens_map.json (150 B)
- test_results.json (620 B)
- tokenizer_config.json (296 B)
- train_results.json (635 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 2026-09-25T00:40:22.704Z.
- Open license detected as apache-2.0.
- Model-index metadata found for fine_tune_bertweet-base-lp-ft.
- Model card references dataset context: wnut_17.
- 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-socialmediaie-bertweet-base-wnut17-ner
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-socialmediaie-bertweet-base-wnut17-ner
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-socialmediaie-bertweet-base-wnut17-ner&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-socialmediaie-bertweet-base-wnut17-ner/decentralized-fallbacks