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WindyTranslate/
translate-windy-hplt-tr-en

Name: translate-windy-hplt-tr-en
Availability: InStock

HPLT/translate-tr-en-v2.0-hplt_opus

finetune

cc-by-4.0

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translate-windy-hplt-tr-en — tr to en

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

Attribution

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

Provenance

base model.bin  sha256  c61ce5ece3ea11aa56883234994c87a0231ced3b032937ca6e5231cbca519533
this model.bin  sha256  9b217f90fac56b583f716718e119af11a90d54d0527f07cd6662706c9c7d6985

Verified after INT8 quantization, on the published artifact.

Evaluation

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

	spBLEU	chrF
this model	35.31	58.38

Notes

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

WindyTranslate/translate-windy-hplt-tr-en