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@@ -39,3 +39,5 @@ lora/source.spm filter=lfs diff=lfs merge=lfs -text
 lora/target.spm filter=lfs diff=lfs merge=lfs -text
 herm0/source.spm filter=lfs diff=lfs merge=lfs -text
 herm0/target.spm filter=lfs diff=lfs merge=lfs -text
+ct2/source.spm filter=lfs diff=lfs merge=lfs -text
+ct2/target.spm filter=lfs diff=lfs merge=lfs -text

PATIENT_FILE.md

@@ -0,0 +1,26 @@
+# Patient File: windy-pair-eo-fi
+**Created:** 2026-03-26T16:17:34.064624+00:00
+**Fleet:** Windy Pro Translation Models
+
+
+## INT8 Quantization — 2026-03-26T16:17:34.064624+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 — 2026-03-26T16:20:13.125623+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:** 183.7 MB
+**INT8 size:** 47.5 MB
+**Compression:** 3.87x
+**Load test:** passed
+**Recommendation:** INT8 variant ready for production deployment

ct2/config.json

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+{
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+  "activation_function": "swish",
+  "add_bias_logits": false,
+  "add_final_layer_norm": false,
+  "architectures": [
+    "MarianMTModel"
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+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
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+  "decoder_vocab_size": 7439,
+  "dropout": 0.1,
+  "dtype": "float32",
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+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
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+  "id2label": {
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+    "1": "LABEL_1",
+    "2": "LABEL_2"
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+    "LABEL_2": 2
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+  "model_type": "marian",
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+  "num_hidden_layers": 6,
+  "pad_token_id": 7438,
+  "scale_embedding": true,
+  "share_encoder_decoder_embeddings": true,
+  "static_position_embeddings": true,
+  "transformers_version": "4.57.3",
+  "use_cache": true,
+  "vocab_size": 7439
+}

ct2/generation_config.json

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+{
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+    [
+      7438
+    ]
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+  "pad_token_id": 7438,
+  "renormalize_logits": true,
+  "transformers_version": "4.57.3"
+}

ct2/model.safetensors

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ct2/source.spm

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ct2/special_tokens_map.json

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+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

ct2/target.spm

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ct2/tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+  "pad_token": "<pad>",
+  "separate_vocabs": false,
+  "source_lang": "epo",
+  "sp_model_kwargs": {},
+  "target_lang": "fin",
+  "tokenizer_class": "MarianTokenizer",
+  "unk_token": "<unk>"
+}

herm0-ct2/config.json

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+{
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+  "decoder_start_token": "</s>",
+  "eos_token": "</s>",
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+  "multi_query_attention": false,
+  "unk_token": "<unk>"
+}

herm0-ct2/model.bin

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