# Patient File: windy-pair-eo-ru **Created:** 2026-03-26T16:17:34.116693+00:00 **Fleet:** Windy Pro Translation Models ## INT8 Quantization — 2026-03-26T16:17:34.116693+00:00 **Doctor:** Dr. B (Herm Zero) **Procedure:** CTranslate2 INT8 quantization of GOATIA/Herm0 improved model **Source:** herm0/ (improved model) **Output:** herm0-ct2/ (INT8 quantized) **Status:** FAILED **Error:** MarianMTModel.__init__() got an unexpected keyword argument 'dtype' **Recommendation:** Investigate error, may need manual re-export ## INT8 Quantization — 2026-03-26T16:20:14.809929+00:00 **Doctor:** Dr. B (Herm Zero) **Procedure:** CTranslate2 INT8 quantization of GOATIA/Herm0 improved model **Source:** herm0/ (improved model) **Output:** herm0-ct2/ (INT8 quantized) **Status:** SUCCESS **Original size:** 184.4 MB **INT8 size:** 47.7 MB **Compression:** 3.87x **Load test:** passed **Recommendation:** INT8 variant ready for production deployment