system_resources:
  ram: 48G
  vram: 30G
model_specs:
  - name: "tabby-code"
    port: 18080
    # internal_port: 28080 # Optional
    autostart: "true"
    vram_usage: "26.7G"   # Coder-32B + draft 0.5B
    ram_usage: "3G"       # Coder-32B + draft 0.5B
    # vram_usage: 8.25G # Coder-7B
    # ram_usage: 2.6G   # Coder-7B
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      # host: 0.0.0.0
      flash-attn: "true"
      ctx-size: "32768"
      model: /media/SanDisk/ai/models_live/Qwen2.5-Coder-32B-Instruct-IQ4_XS.gguf
      gpu-layers: "9999"
      model-draft: /media/SanDisk/ai/models_live/Qwen2.5-Coder-0.5B-Q8_0.gguf
      gpu-layers-draft: "9999"
      draft-max: "16"
      draft-min: "5"
  - name: "tabby-embeddings"
    port: 18081
    vram_usage: "0.4G"
    ram_usage: "2.5G"
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      model: "/media/SanDisk/ai/models_live/nomic-embed-text-v1-f32.gguf"
      gpu-layers: "-1"
      flash-attn: "true"
      # host: 0.0.0.0
      embeddings: "true"
  - name: "big-chat"
    port: 18082
    vram_usage: 26.5G
    ram_usage: 2.5G
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      ctx-size: "16384"
      flash-attn: "true"
      model: /media/SanDisk/ai/models_live/Qwen2.5-32B-Instruct-Q5_K_L.gguf
      gpu-layers: "9999"
      model-draft: /media/SanDisk/ai/models_live/Qwen2.5-0.5B-Instruct-Q8_0.gguf
      gpu-layers-draft: "9999"
      # draft-max: "16"
      # draft-min: "5"
  - name: "bigger-chat"
    port: 18085
    vram_usage: 29G
    ram_usage: 5G
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      ctx-size: "8192"
      flash-attn: "true"
      cache-type-k: q8_0
      cache-type-v: q8_0
      model: /media/SanDisk/ai/models_live/Llama-3.1-Nemotron-70B-Instruct-HF-IQ3_XXS.gguf
      gpu-layers: "9999"
      model-draft: /media/SanDisk/ai/models_live/Llama-3.2-1B-Instruct-Q8_0.gguf
      gpu-layers-draft: "0"
      # draft-max: "16"
      # draft-min: "5"
  - name: "bigger-chat-2"
    port: 18083
    vram_usage: 29G
    ram_usage: 5G
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      ctx-size: "8192"
      flash-attn: "true"
      cache-type-k: q8_0
      cache-type-v: q8_0
      model: /media/SanDisk/ai/models_live/Llama-3.3-70B-Instruct-IQ3_XXS.gguf
      gpu-layers: "9999"
      # model-draft: /media/SanDisk/ai/models_live/Llama-3.2-1B-Instruct-Q8_0.gguf
      # gpu-layers-draft: 0
      # draft-max: "16"
      # draft-min: "5"
  - name: "deep-think"
    port: 18084
    vram_usage: 29G
    ram_usage: 5G
    env:
      CUDA_VISIBLE_DEVICES: "0"
      HSA_OVERRIDE_GFX_VERSION: '11.0.0'
    args:
      ctx-size: "32768"
      flash-attn: "true"
      # cache-type-k: q8_0
      # cache-type-v: q8_0
      model: /media/SanDisk/ai/models_live/QwQ-32B-Preview-IQ4_XS.gguf
      gpu-layers: "9999"
      # model-draft: /media/SanDisk/ai/models_live/Llama-3.2-1B-Instruct-Q8_0.gguf
      # gpu-layers-draft: 0
      # draft-max: "16"
      # draft-min: "5"