# bardsai/twitter-sentiment-pl-base

Model from Hugging Face for text classification: bardsai/twitter-sentiment-pl-base · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/bardsai/twitter-sentiment-pl-base
- Hosting: hosted (8 files)
- Files: 8 hosted of 10 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: 8 files, 501.6 MB
- Full repo upstream: 999.4 MB
- Recommended file: 995.7 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-bardsai-twitter-sentiment-pl-base/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/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: 2033
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for bardsai/twitter-sentiment-pl-base. Task: text classification. Library: transformers. Languages: pl. Datasets referenced by card metadata: tweet_eval. Base model: allegro/herbert-base-cased. Includes 4 model-card evaluation signals. Popularity signal at import: 110 downloads and 4 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: text-classification
- Library: transformers
- Base model: allegro/herbert-base-cased
- Task categories: text-classification
- Languages: pl
- Referenced datasets: tweet_eval
- Metrics: f1, accuracy, precision, recall
- Model-index entries: twitter-sentiment-pl-base
- Evaluation signals: 4 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- TweetEval (translated to Polish): F1 (macro) = 0.658 (Sentiment Analysis)
- TweetEval (translated to Polish): Precision (macro) = 0.655 (Sentiment Analysis)
- TweetEval (translated to Polish): Recall (macro) = 0.662 (Sentiment Analysis)
- TweetEval (translated to Polish): Accuracy = 0.662 (Sentiment Analysis)

## Referenced Data

- Dataset: tweet_eval

## File Hints

- .gitattributes (1.4 KB)
- README.md (6.3 KB)
- config.json (904 B)
- merges.txt (543 KB)
- model.safetensors (475 MB) LFS
- pytorch_model.bin (475 MB) LFS
- special_tokens_map.json (144 B)
- tokenizer.json (2.2 MB)
- tokenizer_config.json (368 B)
- vocab.json (886 KB)

## 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 2026-08-29T04:12:36.116Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for twitter-sentiment-pl-base.
- Model card references dataset context: tweet_eval.
- 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-bardsai-twitter-sentiment-pl-base
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bardsai-twitter-sentiment-pl-base
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bardsai-twitter-sentiment-pl-base&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/decentralized-fallbacks