diff --git a/crates/hermesllm/src/bin/provider_models.json b/crates/hermesllm/src/bin/provider_models.json
index 6ab1365a..f0f03ca4 100644
--- a/crates/hermesllm/src/bin/provider_models.json
+++ b/crates/hermesllm/src/bin/provider_models.json
@@ -2,25 +2,40 @@
   "version": "1.0",
   "source": "canonical-apis",
   "providers": {
-    "anthropic": [
-      "anthropic/claude-opus-4-5-20251101",
-      "anthropic/claude-opus-4-5",
-      "anthropic/claude-haiku-4-5-20251001",
-      "anthropic/claude-haiku-4-5",
-      "anthropic/claude-sonnet-4-5-20250929",
-      "anthropic/claude-sonnet-4-5",
-      "anthropic/claude-opus-4-1-20250805",
-      "anthropic/claude-opus-4-1",
-      "anthropic/claude-opus-4-20250514",
-      "anthropic/claude-opus-4",
-      "anthropic/claude-sonnet-4-20250514",
-      "anthropic/claude-sonnet-4",
-      "anthropic/claude-3-7-sonnet-20250219",
-      "anthropic/claude-3-7-sonnet",
-      "anthropic/claude-3-5-haiku-20241022",
-      "anthropic/claude-3-5-haiku",
-      "anthropic/claude-3-haiku-20240307",
-      "anthropic/claude-3-haiku"
+    "google": [
+      "google/gemini-2.5-flash",
+      "google/gemini-2.5-pro",
+      "google/gemini-2.0-flash-exp",
+      "google/gemini-2.0-flash",
+      "google/gemini-2.0-flash-001",
+      "google/gemini-2.0-flash-exp-image-generation",
+      "google/gemini-2.0-flash-lite-001",
+      "google/gemini-2.0-flash-lite",
+      "google/gemini-2.0-flash-lite-preview-02-05",
+      "google/gemini-2.0-flash-lite-preview",
+      "google/gemini-exp-1206",
+      "google/gemini-2.5-flash-preview-tts",
+      "google/gemini-2.5-pro-preview-tts",
+      "google/gemma-3-1b-it",
+      "google/gemma-3-4b-it",
+      "google/gemma-3-12b-it",
+      "google/gemma-3-27b-it",
+      "google/gemma-3n-e4b-it",
+      "google/gemma-3n-e2b-it",
+      "google/gemini-flash-latest",
+      "google/gemini-flash-lite-latest",
+      "google/gemini-pro-latest",
+      "google/gemini-2.5-flash-lite",
+      "google/gemini-2.5-flash-image",
+      "google/gemini-2.5-flash-preview-09-2025",
+      "google/gemini-2.5-flash-lite-preview-09-2025",
+      "google/gemini-3-pro-preview",
+      "google/gemini-3-flash-preview",
+      "google/gemini-3-pro-image-preview",
+      "google/nano-banana-pro-preview",
+      "google/gemini-robotics-er-1.5-preview",
+      "google/gemini-2.5-computer-use-preview-10-2025",
+      "google/deep-research-pro-preview-12-2025"
     ],
     "qwen": [
       "qwen/qwen-plus-character",
@@ -103,77 +118,6 @@
       "qwen/qwen-plus",
       "qwen/qwen-turbo"
     ],
-    "moonshotai": [
-      "moonshotai/kimi-latest",
-      "moonshotai/moonshot-v1-auto",
-      "moonshotai/kimi-k2-turbo-preview",
-      "moonshotai/moonshot-v1-32k-vision-preview",
-      "moonshotai/moonshot-v1-8k",
-      "moonshotai/kimi-k2-thinking",
-      "moonshotai/moonshot-v1-32k",
-      "moonshotai/moonshot-v1-128k",
-      "moonshotai/kimi-k2-thinking-turbo",
-      "moonshotai/moonshot-v1-128k-vision-preview",
-      "moonshotai/moonshot-v1-8k-vision-preview",
-      "moonshotai/kimi-k2-0711-preview",
-      "moonshotai/kimi-k2-0905-preview"
-    ],
-    "deepseek": [
-      "deepseek/deepseek-chat",
-      "deepseek/deepseek-reasoner"
-    ],
-    "x-ai": [
-      "x-ai/grok-2-vision-1212",
-      "x-ai/grok-3",
-      "x-ai/grok-3-mini",
-      "x-ai/grok-4-0709",
-      "x-ai/grok-4-1-fast-non-reasoning",
-      "x-ai/grok-4-1-fast-reasoning",
-      "x-ai/grok-4-fast-non-reasoning",
-      "x-ai/grok-4-fast-reasoning",
-      "x-ai/grok-code-fast-1"
-    ],
-    "z-ai": [
-      "z-ai/glm-4.5",
-      "z-ai/glm-4.5-air",
-      "z-ai/glm-4.6",
-      "z-ai/glm-4.7"
-    ],
-    "google": [
-      "google/gemini-2.5-flash",
-      "google/gemini-2.5-pro",
-      "google/gemini-2.0-flash-exp",
-      "google/gemini-2.0-flash",
-      "google/gemini-2.0-flash-001",
-      "google/gemini-2.0-flash-exp-image-generation",
-      "google/gemini-2.0-flash-lite-001",
-      "google/gemini-2.0-flash-lite",
-      "google/gemini-2.0-flash-lite-preview-02-05",
-      "google/gemini-2.0-flash-lite-preview",
-      "google/gemini-exp-1206",
-      "google/gemini-2.5-flash-preview-tts",
-      "google/gemini-2.5-pro-preview-tts",
-      "google/gemma-3-1b-it",
-      "google/gemma-3-4b-it",
-      "google/gemma-3-12b-it",
-      "google/gemma-3-27b-it",
-      "google/gemma-3n-e4b-it",
-      "google/gemma-3n-e2b-it",
-      "google/gemini-flash-latest",
-      "google/gemini-flash-lite-latest",
-      "google/gemini-pro-latest",
-      "google/gemini-2.5-flash-lite",
-      "google/gemini-2.5-flash-image",
-      "google/gemini-2.5-flash-preview-09-2025",
-      "google/gemini-2.5-flash-lite-preview-09-2025",
-      "google/gemini-3-pro-preview",
-      "google/gemini-3-flash-preview",
-      "google/gemini-3-pro-image-preview",
-      "google/nano-banana-pro-preview",
-      "google/gemini-robotics-er-1.5-preview",
-      "google/gemini-2.5-computer-use-preview-10-2025",
-      "google/deep-research-pro-preview-12-2025"
-    ],
     "mistralai": [
       "mistralai/mistral-medium-2505",
       "mistralai/mistral-medium-2508",
@@ -242,6 +186,10 @@
       "amazon/amazon.nova-lite-v1:0",
       "amazon/amazon.nova-micro-v1:0"
     ],
+    "deepseek": [
+      "deepseek/deepseek-chat",
+      "deepseek/deepseek-reasoner"
+    ],
     "openai": [
       "openai/gpt-4-0613",
       "openai/gpt-4",
@@ -317,11 +265,63 @@
       "openai/gpt-5.2-chat-latest",
       "openai/gpt-3.5-turbo-16k",
       "openai/ft:gpt-3.5-turbo-0613:katanemo::8CMZbm0P"
+    ],
+    "x-ai": [
+      "x-ai/grok-2-vision-1212",
+      "x-ai/grok-3",
+      "x-ai/grok-3-mini",
+      "x-ai/grok-4-0709",
+      "x-ai/grok-4-1-fast-non-reasoning",
+      "x-ai/grok-4-1-fast-reasoning",
+      "x-ai/grok-4-fast-non-reasoning",
+      "x-ai/grok-4-fast-reasoning",
+      "x-ai/grok-code-fast-1"
+    ],
+    "z-ai": [
+      "z-ai/glm-4.5",
+      "z-ai/glm-4.5-air",
+      "z-ai/glm-4.6",
+      "z-ai/glm-4.7"
+    ],
+    "anthropic": [
+      "anthropic/claude-opus-4-5-20251101",
+      "anthropic/claude-opus-4-5",
+      "anthropic/claude-haiku-4-5-20251001",
+      "anthropic/claude-haiku-4-5",
+      "anthropic/claude-sonnet-4-5-20250929",
+      "anthropic/claude-sonnet-4-5",
+      "anthropic/claude-opus-4-1-20250805",
+      "anthropic/claude-opus-4-1",
+      "anthropic/claude-opus-4-20250514",
+      "anthropic/claude-opus-4",
+      "anthropic/claude-sonnet-4-20250514",
+      "anthropic/claude-sonnet-4",
+      "anthropic/claude-3-7-sonnet-20250219",
+      "anthropic/claude-3-7-sonnet",
+      "anthropic/claude-3-5-haiku-20241022",
+      "anthropic/claude-3-5-haiku",
+      "anthropic/claude-3-haiku-20240307",
+      "anthropic/claude-3-haiku"
+    ],
+    "moonshotai": [
+      "moonshotai/moonshot-v1-32k-vision-preview",
+      "moonshotai/moonshot-v1-32k",
+      "moonshotai/moonshot-v1-8k-vision-preview",
+      "moonshotai/moonshot-v1-128k",
+      "moonshotai/kimi-k2-turbo-preview",
+      "moonshotai/kimi-latest",
+      "moonshotai/kimi-k2-thinking-turbo",
+      "moonshotai/moonshot-v1-auto",
+      "moonshotai/moonshot-v1-128k-vision-preview",
+      "moonshotai/kimi-k2-0905-preview",
+      "moonshotai/kimi-k2-0711-preview",
+      "moonshotai/kimi-k2-thinking",
+      "moonshotai/moonshot-v1-8k"
     ]
   },
   "metadata": {
     "total_providers": 10,
     "total_models": 296,
-    "last_updated": "2026-01-22T01:36:41.296455+00:00"
+    "last_updated": "2026-01-24T21:56:34.611335+00:00"
   }
 }
diff --git a/crates/hermesllm/src/bin/run.sh b/crates/hermesllm/src/bin/run.sh
new file mode 100644
index 00000000..26fdcf06
--- /dev/null
+++ b/crates/hermesllm/src/bin/run.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+set -e
+
+# Get the directory where this script is located
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+# Navigate to crates directory (bin -> src -> hermesllm -> crates)
+cd "$SCRIPT_DIR/../../.."
+
+# Load environment variables silently and run fetch_models
+set -a
+source hermesllm/src/bin/.env
+set +a
+
+cargo run --bin fetch_models --features model-fetch