Update README.md

README.md

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