kredor_punctuate-all
kredor · View on Hugging Face ↗
Model card
The complete upstream card, rendered from this payload's README.md — the same hash-verified bytes the torrent distributes. Images and off-site links are removed; the original card on Hugging Face carries them.
license: mit datasets:
- wmt/europarl metrics:
- f1
- recall
- precision
This is based on Oliver Guhr's work. The difference is that it is a finetuned xlm-roberta-base instead of an xlm-roberta-large and on twelve languages instead of four. The languages are: English, German, French, Spanish, Bulgarian, Italian, Polish, Dutch, Czech, Portugese, Slovak, Slovenian.
----- report -----
precision recall f1-score support
0 0.99 0.99 0.99 73317475
. 0.94 0.95 0.95 4484845
, 0.86 0.86 0.86 6100650
? 0.88 0.85 0.86 136479
- 0.60 0.29 0.39 233630
: 0.71 0.49 0.58 152424
accuracy 0.98 84425503
macro avg 0.83 0.74 0.77 84425503 weighted avg 0.98 0.98 0.98 84425503
----- confusion matrix -----
t/p 0 . , ? - :
0 1.0 0.0 0.0 0.0 0.0 0.0
. 0.0 1.0 0.0 0.0 0.0 0.0
, 0.1 0.0 0.9 0.0 0.0 0.0
? 0.0 0.1 0.0 0.8 0.0 0.0
- 0.1 0.1 0.5 0.0 0.3 0.0
: 0.0 0.3 0.1 0.0 0.0 0.5
Magnet link
Opens the swarm directly in your torrent client — no file download needed. Copy-paste works too:
magnet:?xt=urn:btih:9791d63e1b7a770f1133987bbdb167dc526aae95&dn=kredor_punctuate-allOpen magnet in torrent client · infohash 9791d63e1b7a770f1133987bbdb167dc526aae95
Files & hashes
| Path | Size | sha1 | sha256 |
|---|---|---|---|
| README.md | 1.3 KB (1,370 B) | 5f7743c57954255e101432837f661f57ac4c32b3 | 911258e46b4b6d748dae5fad4915b2b5c164f8a2d4adc931f1e53d61d77a6132 |
| config.json | 914 B (914 B) | 74669952438a6b3699609a73d7b77bc8c0b62b3d | c6f52a2027bbe0e5ac17a27f48c5ede918dabd3dd71faacc7098e08e59059a6f |
| pytorch_model.bin | 1.03 GB (1,109,901,745 B) | 6e304eeb65b3afac491e1cf8dc3c2d2be9f2d348 | 9aec7aa51b4f8622be527ec668505d748932cdfb177a774f3f7fd204e01dcbae |
| special_tokens_map.json | 239 B (239 B) | 2ea7ad0e45a9d1d1591782ba7e29a703d0758831 | 378eb3bf733eb16e65792d7e3fda5b8a4631387ca04d2015199c4d4f22ae554d |
| tokenizer.json | 16.3 MB (17,082,758 B) | 541af2808a6af02889e8dc89e7942527ee0ad006 | f2c509a525eb51aebb33fb59c24ee923c1d4c1db23c3ae81fe05ccf354084f7b |
| tokenizer_config.json | 447 B (447 B) | f607eff0248138376751a6ff496ea5c306d9e025 | 845a55fc9351c80d5adbc98a39208fc0dce07c9ef316426ac2ee553b5d48608c |
| training_args.bin | 3.1 KB (3,183 B) | c3900108089348ad7c6dfd172627876d548103ad | 294e3f7a9228c98125c1ebe8283588c44248dba671521a95006840f6676f28c3 |
Cite this release
- Canonical URL
- https://aiseedbank.org/models/kredor_punctuate-all/
- Slug
- kredor_punctuate-all
- Infohash
- 9791d63e1b7a770f1133987bbdb167dc526aae95
- License
- mit
- Signing key fingerprint
- 85a3b32c3712427b
Every file carries a locally computed sha256 — verify a download against the signed sums: kredor_punctuate-all.SHA256SUMS (+ minisign signature).
Provenance
| Upstream repository | kredor/punctuate-all |
|---|---|
| Revision (pinned) | 0fe37019de3f5e4fbd83289fd94e07fa588e47df |
| Fetched at | 2026-09-04T01:13:49Z |
| License at fetch | mit |
| Snapshot tool | huggingface · seedbank 0.1.0 |
Trackers
- udp://announce.aitorrent.org:6969/announce
- http://announce.aitorrent.org:7070/announce
- udp://announce2.aitorrent.org:6970/announce
- http://announce2.aitorrent.org:7071/announce
- udp://tracker.opentrackr.org:1337/announce
- udp://open.demonii.com:1337/announce
- udp://open.stealth.si:80/announce
- udp://exodus.desync.com:6969/announce
- udp://tracker.torrent.eu.org:451/announce
✓ verified · rehash-vs-hf-metadata at 2026-09-04T01:14:00Z
mit1.05 GB (1,126,990,656 bytes)transformerspytorchxlm-robertatoken-classificationendpoints_compatible