introduced the qwen_35b swarm

docker-compose.yml

@@ -31,6 +31,7 @@ services:
       --trust-remote-code
       --enable-piecewise-cuda-graph
       --schedule-policy lpm
+      --tool-call-parser gemma4
     deploy:
       resources:
         reservations:
@@ -39,7 +40,7 @@ services:
               device_ids: ['0', '7']
               capabilities: [gpu]
 
-# --- TTS ---
+  # --- TTS ---
   # Physical: 7 | Container: 0
   tts:
     build: ./swarm-control/indra-tts-server
@@ -64,7 +65,7 @@ services:
               capabilities: [gpu]
 
 
-# --- STT ---
+  # --- STT ---
   stt:
     image: ghcr.io/speaches-ai/speaches:latest-cuda
     depends_on:
@@ -87,6 +88,194 @@ services:
               device_ids: ['0']
               capabilities: [gpu]
 
+
+
+# ==========================================
+  # TIER 1: COMMAND LOBE (GPUs 1 & 2)
+  # ==========================================
+  coder_next:
+    image: lmsysorg/sglang:latest
+    ipc: host
+    environment:
+      - CUDA_VISIBLE_DEVICES=0,1 # Mapped from physical 1, 2
+      - HUGGING_FACE_HUB_TOKEN=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
+    volumes:
+      - /mnt/nvme3n1/swarm/huggingface_cache:/root/.cache/huggingface
+      - /mnt/nvme3n1/swarm/sglang_cache:/root/.cache/sglang
+    ports:
+      - "3001:3001"
+    command: >
+      sglang serve
+      --model-path Qwen/Qwen3-Coder-Next-FP8
+      --tp 2
+      --port 3001
+      --host 0.0.0.0
+      --hf-chat-template-name tool_use
+      --mem-fraction-static 0.95
+      --context-length 32768
+      --trust-remote-code
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              device_ids: ['1', '2']
+              capabilities: [gpu]
+
+  # ==========================================
+  # TIER 2: SWARM LOBE (GPUs 3, 4, 5)
+  # ==========================================
+  swarm_router:
+    image: lmsysorg/sgl-model-gateway:latest
+    ports:
+      - "4000:4000"
+    command: >
+      --port 4000
+      --worker-urls http://worker_1:3002 http://worker_2:3003 http://worker_3:3004
+      --policy cache_aware
+    depends_on:
+      - worker_1
+      - worker_2
+      - worker_3
+    networks:
+      - default
+
+  worker_1:
+    image: lmsysorg/sglang:latest
+    ipc: host
+    environment:
+      - CUDA_VISIBLE_DEVICES=0 # Mapped from physical 3
+      - HUGGING_FACE_HUB_TOKEN=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
+    volumes:
+      - /mnt/nvme3n1/swarm/huggingface_cache:/root/.cache/huggingface
+      - /mnt/nvme3n1/swarm/sglang_cache:/root/.cache/sglang
+    ports:
+      - "3002:3002"
+    command: >
+      sglang serve
+      --model-path Qwen/Qwen3.6-35B-A3B-FP8
+      --tp 1
+      --port 3002
+      --host 0.0.0.0
+      --mem-fraction-static 0.9
+      --context-length 131072
+      --kv-cache-dtype fp8_e4m3
+      --allow-auto-truncate
+      --max-running-requests 256
+      --chunked-prefill-size 2048
+      --schedule-policy lpm
+      --tool-call-parser qwen3_coder
+      --reasoning-parser qwen3
+      --hf-chat-template-name tool_use
+      --trust-remote-code
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              device_ids: ['3']
+              capabilities: [gpu]
+
+  worker_2:
+    image: lmsysorg/sglang:latest
+    ipc: host
+    environment:
+      - CUDA_VISIBLE_DEVICES=0 # Mapped from physical 4
+      - HUGGING_FACE_HUB_TOKEN=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
+    volumes:
+      - /mnt/nvme3n1/swarm/huggingface_cache:/root/.cache/huggingface
+      - /mnt/nvme3n1/swarm/sglang_cache:/root/.cache/sglang
+    ports:
+      - "3003:3003"
+    command: >
+      sglang serve
+      --model-path Qwen/Qwen3.6-35B-A3B-FP8
+      --tp 1
+      --port 3003
+      --host 0.0.0.0
+      --mem-fraction-static 0.90
+      --context-length 131072
+      --kv-cache-dtype fp8_e4m3
+      --allow-auto-truncate
+      --max-running-requests 256
+      --chunked-prefill-size 2048
+      --schedule-policy lpm
+      --tool-call-parser qwen3_coder
+      --reasoning-parser qwen3
+      --hf-chat-template-name tool_use
+      --trust-remote-code
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              device_ids: ['4']
+              capabilities: [gpu]
+
+  worker_3:
+    image: lmsysorg/sglang:latest
+    ipc: host
+    environment:
+      - CUDA_VISIBLE_DEVICES=0 # Mapped from physical 5
+      - HUGGING_FACE_HUB_TOKEN=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
+    volumes:
+      - /mnt/nvme3n1/swarm/huggingface_cache:/root/.cache/huggingface
+      - /mnt/nvme3n1/swarm/sglang_cache:/root/.cache/sglang
+    ports:
+      - "3004:3004"
+    command: >
+      sglang serve
+      --model-path Qwen/Qwen3.6-35B-A3B-FP8
+      --tp 1
+      --port 3004
+      --host 0.0.0.0
+      --mem-fraction-static 0.90
+      --context-length 131072
+      --kv-cache-dtype fp8_e4m3
+      --allow-auto-truncate
+      --max-running-requests 256
+      --chunked-prefill-size 2048
+      --schedule-policy lpm
+      --tool-call-parser qwen3_coder
+      --reasoning-parser qwen3
+      --hf-chat-template-name tool_use
+      --trust-remote-code
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              device_ids: ['5']
+              capabilities: [gpu]
+
+  # ==========================================
+  # TIER 3: MEMORY LOBE (GPU 6)
+  # ==========================================
+  embeddings:
+    image: ghcr.io/huggingface/text-embeddings-inference:latest
+    environment:
+      - CUDA_VISIBLE_DEVICES=0 # Mapped from physical 6
+      - HUGGING_FACE_HUB_TOKEN=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
+    volumes:
+      # TEI uses /data as its internal cache directory
+      - /mnt/nvme3n1/swarm/huggingface_cache:/data
+    ports:
+      - "8000:8000"
+    command: >
+      --model-id jinaai/jina-embeddings-v2-base-code
+      --max-client-batch-size 1024
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              device_ids: ['6']
+              capabilities: [gpu]
+
+
+
+# --- Networks ---
+
 networks:
   default:
     name: swarm-network