Selora AI v0.4.7

manifest.json

@@ -1,50 +1,54 @@
 {
   "name": "selora-ai-local",
   "version": "0.4.7",
-  "description": "Selora AI v0.4.7 \u2014 built on top of [Qwen/Qwen3-1.7B](https://huggingface.co/Qwen/Qwen3-1.7B) (Apache-2.0). F16 base + 4 LoRA specialists with slim action-then-confirm output schemas (command, automation, answer, clarification). Trained with [mlx-lm](https://github.com/ml-explore/mlx-examples) on Apple Silicon. Inference: cache_prompt enabled to amortize system-prompt KV cache across requests.",
+  "description": "Selora AI v0.4.7 \u2014 Qwen3-1.7B Q6_K base + 4 LoRA specialists. Hub-optimal base quant (fits Vega 8 VRAM, no GTT spill). Specialists retrained on a compacted-JSON corpus (automation rank 32); command specialist prompt updated, other three unchanged from v0.4.6.",
   "base_model": {
     "id": "Qwen/Qwen3-1.7B",
     "format": "gguf",
-    "dtype": "F16",
-    "filename": "qwen3_17b_base.f16.gguf",
-    "size_bytes": 4069678880,
-    "sha256": "3e4009f0d96955a45f29aa77bded839d376d7832823c6909f76c84ace81dc445"
+    "dtype": "Q6_K",
+    "filename": "qwen3_17b_base.Q6_K.gguf",
+    "size_bytes": 1673006880,
+    "sha256": "a00bbdb411872149d73e1a0683b9b8a9f13cf74f98ba70ff8e8e430d9a093179"
   },
   "loras": [
     {
       "slot": 0,
       "name": "command",
+      "rank": 16,
       "filename": "selora-v047-command.f16.gguf",
       "size_bytes": 19938528,
-      "sha256": "b10b5131157698400ee9fafac08ab4101b81230a79ad067eb8f89bd4e29a6273"
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     },
     {
       "slot": 1,
       "name": "automation",
+      "rank": 32,
       "filename": "selora-v047-automation.f16.gguf",
-      "size_bytes": 37374880,
-      "sha256": "1bdd8c54cb36332889498a67046f01b55de7e5ac019e350419ba98a9c104f78f"
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+      "sha256": "32e5633f0e554fec5e336d993647065f85a4fffd348366cdc3417ca34824b527"
     },
     {
       "slot": 2,
       "name": "answer",
+      "rank": 12,
       "filename": "selora-v047-answer.f16.gguf",
       "size_bytes": 14957792,
-      "sha256": "9ec14105e7119675a75c1e166c132298886f4a25e57628c4ef720fce2080171e"
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     },
     {
       "slot": 3,
       "name": "clarification",
+      "rank": 8,
       "filename": "selora-v047-clarification.f16.gguf",
       "size_bytes": 9977056,
-      "sha256": "071558279b1bc8c8609fc63a1524604aa7fcf721c5bd6d3ecdf1f55ad16f5e1a"
+      "sha256": "75c06c0efbd9ca1e7108ec6ec5811f68e2dc5639d01ef583148a151b11398847"
     }
   ],
   "system_prompts": {
     "command": {
       "filename": "command_system_prompt.txt",
-      "size_bytes": 1071,
-      "sha256": "9921c6fef09c6ebad4a2ed4fad1dbe7e76efe0bfe4e532bf7c7fe096864de6a4"
+      "size_bytes": 1374,
+      "sha256": "0fa2b1669dedca18ddba2cebd7f72cd7cff0f7431b87ca4166a4bf60c7aed697"
     },
     "automation": {
       "filename": "automation_system_prompt.txt",
@@ -64,12 +68,29 @@
   },
   "runtime": {
     "cache_prompt": true,
-    "ctx_size": 4096
+    "ctx_size": 8192
   },
   "training": {
     "framework": "mlx-lm",
     "base_model_repo": "Qwen/Qwen3-1.7B",
-    "english_only": true,
-    "workspace_version": "0.4.7"
+    "scale": 20.0,
+    "rank_per_specialist": {
+      "command": 16,
+      "automation": 32,
+      "answer": 12,
+      "clarification": 8
+    },
+    "iterations_per_specialist": {
+      "command": 800,
+      "automation": 1800,
+      "answer": 600,
+      "clarification": 450
+    },
+    "examples_per_specialist": {
+      "command": 11000,
+      "automation": 10000,
+      "answer": 5500,
+      "clarification": 3000
+    }
   }
 }

prompts/command_system_prompt.txt

@@ -5,11 +5,11 @@ Given a user command and the AVAILABLE ENTITIES list, respond with ONE JSON obje
 
 Rules:
 - c: ordered array of one or more service calls. Calls execute in array order.
-- s: HA service in "domain.action" form (e.g. "light.turn_on", "lock.lock", "media_player.play_media", "scene.turn_on").
+- s: HA service in "domain.action" form. Only these domains are accepted for immediate execution: light, switch, fan, media_player, climate, input_boolean, scene, cover. Examples: "light.turn_on", "switch.turn_off", "media_player.media_play", "cover.open_cover", "scene.turn_on". Do not emit lock.*, alarm_*, script.*, notify.*, or any other domain — those are blocked by the safety policy and the call will fail.
 - e: canonical entity_id from AVAILABLE ENTITIES. Never use the human alias — always the entity_id.
 - d: service parameters object. Omit the d key entirely when there are no params (do not include "d":{}).
 - r: ≤ 1 sentence past-tense confirmation describing what got done (e.g. "Kitchen light on.").
-- The service domain (before the dot) must match the entity_id's domain. light.turn_on goes with light.* entities, lock.lock goes with lock.* entities, etc.
+- The service domain (before the dot) must match the entity_id's domain. light.turn_on goes with light.* entities, cover.open_cover goes with cover.* entities, etc.
 - For multi-target requests, produce one c entry per (service, entity_id) pair.
 
 Output JSON only — no narration, no markdown fences, no chain-of-thought.

qwen3_17b_base.f16.gguf

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selora-v047-answer.f16.gguf

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selora-v047-automation.f16.gguf

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selora-v047-clarification.f16.gguf

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selora-v047-command.f16.gguf

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