ray/examples/config/ray.sub1b.classifier.json at main · razroo/ray · GitHub

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{
  "profile": "sub1b",
  "model": {
    "maxOutputTokens": 96,
    "operational": {
      "recommendedPromptFormat": "native-template",
      "supportsJsonMode": true,
      "tokensPerSecondTarget": 22,
      "memoryClassMiB": 4096,
      "preferredCtxSize": 2048,
      "chatTemplateKnown": true
    },
    "adapter": {
      "kind": "llama.cpp",
      "timeoutMs": 12000,
      "slotSnapshotTimeoutMs": 200,
      "promptScaffoldCacheEntries": 256,
      "warmupRequests": [
        {
          "templateId": "email.reply_classification.v1",
          "templateVariables": {
            "replyText": "Send pricing and implementation details."
          },
          "maxTokens": 64,
          "seed": 11
        }
      ],
      "launchProfile": {
        "preset": "single-vps-sub1b-cx23",
        "binaryPath": "/usr/local/bin/llama-server",
        "modelPath": "/var/lib/ray/models/qwen2.5-0.5b-instruct-q4_k_m.gguf",
        "host": "127.0.0.1",
        "port": 8081,
        "alias": "qwen2.5-0.5b-instruct-q4_k_m",
        "ctxSize": 2048,
        "parallel": 2,
        "threads": 2,
        "threadsHttp": 2,
        "batchSize": 256,
        "ubatchSize": 128,
        "cachePrompt": true,
        "cacheReuse": 192,
        "cacheRamMiB": 384,
        "continuousBatching": true,
        "enableMetrics": true,
        "exposeSlots": true,
        "warmup": true,
        "enableUnifiedKv": true,
        "cacheIdleSlots": true,
        "contextShift": true
      }
    }
  },
  "scheduler": {
    "concurrency": 2,
    "maxQueue": 96,
    "maxQueuedTokens": 16000,
    "maxInflightTokens": 2048,
    "requestTimeoutMs": 14000,
    "dedupeInflight": true,
    "batchWindowMs": 5,
    "affinityLookahead": 24,
    "shortJobMaxTokens": 64
  },
  "gracefulDegradation": {
    "queueDepthThreshold": 18,
    "maxPromptChars": 3500,
    "degradeToMaxTokens": 64
  },
  "tags": {
    "target": "sub1b",
    "modelRole": "classifier",
    "modelSize": "0.5b-class",
    "hardware": "hetzner-cx23-class"
  }
}