MightHubHumAI
/

FinC2E_DualMetrics_Runtime

@@ -1,168 +1,64 @@
 ---
 license: apache-2.0
 library_name: docker
 tags:
-  - finc2e
-  - humai
-  - governance
-  - mlops
-  - decision-intelligence
-  - dual-metrics
-  - docker
-  - runtime
-  - might-hub
 ---
-# FinC2E Dual-Metrics Runtime (Preview) — v1.0.0
-A lightweight, **container-first runtime** for FinC2E that introduces **Dual Metrics** as a foundation for governance-grade AI systems.
-This image is part of the shared **Hugging Face → NVIDIA NGC** release flow and is designed to work alongside **FinC2E-Governance**.
----
-## What is Dual Metrics?
-**Dual Metrics** means measuring two dimensions simultaneously:
-### 1) Runtime / System Metrics
-- Service health
-- Startup telemetry
-- Adapter pull timing
-- Deployment readiness
-### 2) Decision-System Readiness
-- Foundations for audit-friendly execution
-- Governance-aligned decision trace hooks
-- Separation of runtime logic and private model weights
-This runtime does **not** expose private weights.
-It securely pulls them at startup using gated access.
----
-## Hugging Face Repositories
-- **Runtime (this repository):**
-  `MightHubHumAI/FinC2E_DualMetrics_Runtime`
-- **Adapter (private):**
-  `MightHubHumAI/FinC2E_Llama33_70B_Adapter`
-- **Model Preview:**
-  `MightHubHumAI/FinC2E`
-- **Governance Space:**
-  `FinC2E-Governance` / `HumAI FinC2E HQ`
----
-## Image Tags
-- **Stable (immutable):** `1.0.0`
-- **Moving:** `latest`
-For reproducible tests and mirrors (NGC / Brev), use **`1.0.0`**.
----
-## Pull & Run
-### Pull image
-```bash
 docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0
-Run container
-docker run --rm \
-  -e HF_TOKEN=YOUR_HF_TOKEN \
-  -e ADAPTER_REPO=MightHubHumAI/FinC2E_Llama33_70B_Adapter \
-  -p 8000:8000 \
-  registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0
-HF_TOKEN must have read access to the private adapter repository.
-Endpoints
-Health
-curl http://localhost:8000/health
-Example response:
-{"status":"ok","service":"FinC2E Runtime"}
-Dual Metrics
-curl http://localhost:8000/metrics
-Example response:
-{
-  "runtime": "FinC2E_DualMetrics_Runtime",
-  "adapter_repo": "MightHubHumAI/FinC2E_Llama33_70B_Adapter",
-  "download_seconds": 4.242,
-  "timestamp": "2025-09-16T14:30:00Z"
-}
-Environment Variables
 HF_TOKEN (required)
-Hugging Face token with permission to access the private adapter repository.
 ADAPTER_REPO (optional)
-Defaults to MightHubHumAI/FinC2E_Llama33_70B_Adapter.
 PORT (optional)
-Defaults to 8000.
-Security & IP Model
-Adapter weights are private and never embedded in the image.
-Runtime image is public, auditable, and mirrorable.
-This separation enables:
-controlled access
-governance and audit readiness
-Hugging Face → NVIDIA NGC parity
-Brev and enterprise deployment flows
-Release Notes — v1.0.0
-First public runtime release.
-Secure adapter pull via HF_TOKEN.
-/health and /metrics endpoints available.
-Immutable 1.0.0 tag + rolling latest.
-HF → NGC → Brev Shared Release Discipline
-Hugging Face tag 1.0.0 == NVIDIA NGC tag 1.0.0.
-No breaking changes under the same tag.
-All future changes increment semver (1.0.1, 1.1.0, 2.0.0).
-This ensures deterministic behavior across registries and deployment platforms.
-Roadmap
-Upcoming iterations include:
-Decision trace endpoints (JSONL, audit-ready).
-Model routing and orchestration hooks (Galaxy container foundations).
-NVIDIA NGC packaging and listing.
-Brev deployment profiles for GPU-backed environments.
-License
 Apache-2.0 applies to runtime code and container packaging.
-Model adapters and weights are governed separately under a private license.

+FinC2E Dual-Metrics Runtime (Preview) — v1.0.0
 ---
 license: apache-2.0
 library_name: docker
 tags:
+- finc2e
+- humai
+- governance
+- mlops
+- decision-intelligence
+- dual-metrics
+- docker
+- runtime
+- might-hub
 ---
+A lightweight, container-first runtime for FinC2E that introduces Dual Metrics as a foundation for governance-grade AI systems.
+This image is part of the shared Hugging Face → NVIDIA NGC release flow and is designed to work alongside FinC2E-Governance.
+WHAT IS DUAL METRICS
+Dual Metrics means measuring two dimensions simultaneously:
+1) Runtime / System Metrics
+2) Decision-System Readiness
+HF REPOSITORIES
+Runtime: MightHubHumAI/FinC2E_DualMetrics_Runtime
+Adapter (private): MightHubHumAI/FinC2E_Llama33_70B_Adapter
+Model preview: MightHubHumAI/FinC2E
+Governance Space: FinC2E-Governance / HumAI FinC2E HQ
+IMAGE TAGS
+Stable: 1.0.0
+Moving: latest
+PULL & RUN
 docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0
+docker run --rm -e HF_TOKEN=YOUR_HF_TOKEN -e ADAPTER_REPO=MightHubHumAI/FinC2E_Llama33_70B_Adapter -p 8000:8000 registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0
+ENDPOINTS
+/health
+/metrics
+ENVIRONMENT VARIABLES
 HF_TOKEN (required)
 ADAPTER_REPO (optional)
 PORT (optional)
+SECURITY
+Adapter weights remain private and are never embedded in the image.
+RELEASE NOTES
+v1.0.0 – First public runtime release.
+ROADMAP
+Decision trace endpoints
+Model routing
+NGC packaging
+Brev deployment
+LICENSE
 Apache-2.0 applies to runtime code and container packaging.