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# FinC2E Dual-Metrics Runtime (Preview)
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This container is a lightweight runtime that demonstrates **dual-metrics**:
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- **Model/runtime metrics** (startup + download timing, service health)
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- **Decision-system readiness** (structured trace hooks; adapter-controlled behavior)
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It securely pulls the **private FinC2E adapter** at startup.
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## Quickstart
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```bash
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docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:latest
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docker run --rm --gpus all \
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-e HF_TOKEN=YOUR_HF_TOKEN \
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-e ADAPTER_REPO=MightHubHumAI/FinC2E_Llama33_70B_Adapter \
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-p 8000:8000 \
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registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:latest
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