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kenlm-models
JonaWhisper/kenlm-models
kenlm-models is a machine learning model from JonaWhisper. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as lgpl-2.1.
Pruned trigram language models trained on Wikipedia, used for context-aware spell correction in JonaWhisper.
Access
Public
Updated Mar 8, 2026
Repo size
13.3 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.binary13.3 GB · 100%
At a glance
- License
- lgpl-2.1
- Access
- Public
- Created
- Mar 8, 2026
- Updated
- Mar 8, 2026
- SHA
- 4f0417b4
Model card
From the Hugging Face model README
KenLM Language Models for JonaWhisper
Pruned trigram language models trained on Wikipedia, used for context-aware spell correction in JonaWhisper.
Models
| File | Language | Order | Pruning | Quantization |
|---|---|---|---|---|
fr.binary | French | 3-gram | --prune 0 0 1 | 8-bit |
en.binary | English | 3-gram | --prune 0 0 1 | 8-bit |
de.binary | German | 3-gram | --prune 0 0 1 | 8-bit |
es.binary | Spanish | 3-gram | --prune 0 0 1 | 8-bit |
pt.binary | Portuguese | 3-gram | --prune 0 0 1 | 8-bit |
it.binary | Italian | 3-gram | --prune 0 0 1 | 8-bit |
nl.binary | Dutch | 3-gram | --prune 0 0 1 | 8-bit |
pl.binary | Polish | 3-gram | --prune 0 0 1 | 8-bit |
ru.binary | Russian | 3-gram | --prune 0 0 1 | 8-bit |
Usage
These models are downloaded automatically by JonaWhisper when spell-check with KenLM reranking is enabled. They provide context-aware correction: SymSpell generates candidates for unknown words, and KenLM scores each candidate in trigram context to pick the most natural option.
Training
Trained from full Wikipedia dumps using KenLM's lmplz + build_binary trie.
See jonawhisper-model-tools/kenlm.
License
KenLM is LGPL-2.1. Wikipedia text is CC BY-SA 3.0.
- License
- lgpl-2.1
- Languages
- fr, en, de, es, pt, it
- Created
- Mar 8, 2026
- Updated
- Mar 8, 2026