Modelpublic

WindyWord/translate-windy-hplt-en-cy

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

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Model Card

translate-windy-hplt-en-cy — en to cy

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

Attribution

Derived from `HPLT/translate-en-cy-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-cy (clinic cache), 2,000 sentence pairs
Tensors modified	36

Provenance

base model.bin  sha256  36fadc16924fa21b53a87ab61d99716b9a4fdaf5286ae73e21558d20453388cb
this model.bin  sha256  cf6e5d02e7a165cfe7222eed7f3fa92ce563c52dc78978474a1ca9b0c3bd1428

Verified after INT8 quantization, on the published artifact.

Evaluation

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

	spBLEU	chrF
this model	51.29	67.74

Notes

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