Standardize model asset paths and update models manifest

embedding/minilm-l12-v2/README.md

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+size 1151

embedding/minilm-l12-v2/config.json

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+size 673

embedding/minilm-l12-v2/model_int8.onnx

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+size 118054609

embedding/minilm-l12-v2/special_tokens_map.json

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+size 280

embedding/minilm-l12-v2/tokenizer.json

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+size 17082913

embedding/minilm-l12-v2/tokenizer_config.json

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+size 496

embedding/minilm-l12-v2/unigram.json

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+version https://git-lfs.github.com/spec/v1
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+size 14763234

models_manifest.json

@@ -1,9 +1,10 @@
 {
-  "models_version": "1.1.0",
+  "models_version": "1.2.0",
   "release_notes": [
-    "Portable, single-instance TTS engine with 31 languages and flow-matching architecture.",
-    "Supertonic 3 replaces Kokoro (EN) + Piper (HI) as the sole TTS engine.",
-    "Chatterbox TTS integrated"
+    "Standardized canonical model directory structure and file names across all engines.",
+    "MiniLM-L12-v2 integrated as primary multilingual embedding engine.",
+    "BGE-M3 configured as fallback embedding engine.",
+    "Nemotron 3.5, Qwen3 ASR, DeBERTa-v3 NLI, Supertonic 3, and Chatterbox TTS paths standardized."
   ],
   "total_size_bytes": 10081171563,
   "model_groups": [
@@ -66,28 +67,28 @@
       "files": [
         {
           "id": "stt_nemotron_config",
-          "path": "stt/nvidia-nemotron-3.5/config.json",
+          "path": "stt/nemotron-3.5/config.json",
           "size": 602,
           "sha256": "0592a224f30670e00f5e0f1f106f0171428b0abde0fd4cbc64237b02c2241502",
           "required": true
         },
         {
           "id": "stt_nemotron_decoder_joint",
-          "path": "stt/nvidia-nemotron-3.5/decoder_joint.onnx",
+          "path": "stt/nemotron-3.5/decoder_joint.onnx",
           "size": 97590054,
           "sha256": "634dfadf24cb4f73c2fae170b36611d68db48186426882cbc8f7e02ed9f2bb29",
           "required": true
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         {
           "id": "stt_nemotron_encoder",
-          "path": "stt/nvidia-nemotron-3.5/encoder.onnx",
+          "path": "stt/nemotron-3.5/encoder.onnx",
           "size": 657572215,
           "sha256": "e653d494a4855ee87f6251e8a9677416a73edf6f36578841316fa2b77a53cda7",
           "required": true
         },
         {
           "id": "stt_nemotron_tokenizer",
-          "path": "stt/nvidia-nemotron-3.5/tokenizer.model",
+          "path": "stt/nemotron-3.5/tokenizer.model",
           "size": 406554,
           "sha256": "ce3895e40806f02a26c3a225161b96ef682d6c0054bae32a245dec4258d7d291",
           "required": true
@@ -152,7 +153,7 @@
       "files": [
         {
           "id": "llm_gemma_4_q4_k_m",
-          "path": "llm/gemma4/google_gemma-4-E2B-it-Q4_K_M.gguf",
+          "path": "llm/gemma4/gemma-4-e2b-q4_k_m.gguf",
           "size": 3462678272,
           "sha256": "b5310340b3a23d31655d7119d100d5df1b2d8ee17b3ca8b0a23ad7e9eb5fa705",
           "required": false
@@ -167,7 +168,7 @@
       "files": [
         {
           "id": "llm_llama_3_2_1b_instruct_q4_k_m",
-          "path": "llm/llama/Llama-3.2-1B-Instruct-Q4_K_M.gguf",
+          "path": "llm/llama/llama-3.2-1b-q4_k_m.gguf",
           "size": 807694464,
           "sha256": "6f85a640a97cf2bf5b8e764087b1e83da0fdb51d7c9fab7d0fece9385611df83",
           "required": false
@@ -182,28 +183,13 @@
       "files": [
         {
           "id": "llm_llama_3_2_1b_instruct_q6_k",
-          "path": "llm/llama/Llama-3.2-1B-Instruct-Q6_K.gguf",
+          "path": "llm/llama/llama-3.2-1b-q6_k.gguf",
           "size": 1021800576,
           "sha256": "0f4c510daf16e0d1b3bc94931fd9296c28936bebdda2593687d4eb70c5b70628",
           "required": false
         }
       ]
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-    {
-      "id": "gemma_4_uncensored",
-      "name": "Gemma-4 Uncensored LLM",
-      "category": "llm",
-      "version": "1.0.0",
-      "files": [
-        {
-          "id": "llm_gemma_4_e2b_uncensored_aggressive_q2_k_p",
-          "path": "llm/gemma4/Gemma-4-E2B-Uncensored-HauhauCS-Aggressive-Q2_K_P.gguf",
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-          "sha256": "c9213a33b16d513482790bb7092243f783a450e35f7deca584a41e0470afdb97",
-          "required": false
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     {
       "id": "supertonic_tts",
       "name": "Supertonic 3 TTS Engine",
@@ -269,14 +255,14 @@
       "files": [
         {
           "id": "tts_chatterbox_t3",
-          "path": "tts/chatterbox/chatterbox-t3-mtl-q4_0.gguf",
+          "path": "tts/chatterbox/t3-q4_0.gguf",
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           "sha256": "a7c8cbb267a836697a39757ada25a8ab095712b74961af2b86012dbd296a3a7b",
           "required": false
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         {
           "id": "tts_chatterbox_s3gen",
-          "path": "tts/chatterbox/chatterbox-s3gen-mtl-f16.gguf",
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           "size": 1056431360,
           "sha256": "b25fe64c5b5287952c82684f6cadb12698257dfe8ed3d9e578801ca970b59664",
           "required": false
@@ -293,7 +279,7 @@
     },
     {
       "id": "bge_m3",
-      "name": "BGE-M3 Multilingual Embedding Engine",
+      "name": "BGE-M3 Multilingual Embedding Engine (Fallback)",
       "category": "embedding",
       "version": "1.0.0",
       "files": [
@@ -302,13 +288,35 @@
           "path": "embedding/bge-m3/model_quantized.onnx",
           "size": 569694530,
           "sha256": "0826f8c1ab9edf1801db86c61919d4d108e8bfc0b809ec823ad366882ff0b77d",
-          "required": true
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         {
           "id": "embedding_bge_m3_tokenizer",
           "path": "embedding/bge-m3/tokenizer.json",
           "size": 17082821,
           "sha256": "6710678b12670bc442b99edc952c4d996ae309a7020c1fa0096dd245c2faf790",
+          "required": false
+        }
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+    },
+    {
+      "id": "minilm_l12_v2",
+      "name": "MiniLM-L12 Multilingual Embedding Engine (Primary)",
+      "category": "embedding",
+      "version": "1.0.0",
+      "files": [
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+          "id": "embedding_minilm_l12_onnx",
+          "path": "embedding/minilm-l12-v2/model_int8.onnx",
+          "size": 118054609,
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+          "required": true
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           "required": true
         }
       ]
@@ -321,14 +329,14 @@
       "files": [
         {
           "id": "nli_deberta_onnx",
-          "path": "nli/deberta-v3-xsmall-nli/model_quantized.onnx",
+          "path": "nli/deberta-v3-xsmall/model_quantized.onnx",
           "size": 87246587,
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           "required": true
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           "id": "nli_deberta_tokenizer",
-          "path": "nli/deberta-v3-xsmall-nli/tokenizer.json",
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