# Patient File: windy-pair-pl-ar
**Created:** 2026-03-26T16:17:35.307471+00:00
**Fleet:** Windy Pro Translation Models


## INT8 Quantization — 2026-03-26T16:17:35.307471+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 — 2026-03-26T16:21:15.480926+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:** 299.5 MB
**INT8 size:** 77.7 MB
**Compression:** 3.86x
**Load test:** passed
**Recommendation:** INT8 variant ready for production deployment