Modelpublic

WindyWord/translate-windy-hplt-en-he

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face

0likes7downloads

Model Card

translate-windy-hplt-en-he — en to he

Bilingual machine translation in CTranslate2 INT8 for fast CPU inference. Fine-tuned by Windstorm Labs from `HPLT/translate-en-he-v2.0-hplt_opus`.

Attribution

Derived from `HPLT/translate-en-he-v2.0-hplt_opus`, from the HPLT project, licensed under CC-BY-4.0. Modified by Windstorm Labs. Attribution is retained as the licence requires.

What we did

Converted from the upstream Marian release, LoRA fine-tuned on parallel data for this language pair, merged into the base weights, then quantized to INT8.


Rank / alpha	8 / 16
Learning rate / steps	2.5e-06 / 50
Target modules	`q_proj`, `v_proj`
Seed	42
Training data	opus100_en-he (clinic cache), 2,000 sentence pairs
Tensors modified	36

Provenance

base model.bin  sha256  bfdf7df1327d96ec9a6727dfea2e66e7fc815608ac840ec73ea454512046a4e9
this model.bin  sha256  58dedcba53b2f6d8549c5daa5b698b6ef7e0865b80d804e1d47ba9856859b976

Verified after INT8 quantization, on the published artifact.

Evaluation

FLORES-200 devtest, 200 sentences, beam 4, CTranslate2 INT8 on CPU.

	spBLEU	chrF
this model	39.59	56.34

Notes

—Single language pair: en to he.
—FLORES-200 is news and encyclopedic prose.
—No human evaluation was performed.