Validation Suite: 10 Industrial Tasks
Select an automation task to compare stock base model drift vs. fine-tuned adapter outputs:
❌ Stock Ornith-1.5-9B (Base)
SYNTAX DRIFT
// Loading base failure trace...
✅ adarrshDev/ornith-1.5-9b-sft-r16
COMPILABLE IEC 61131-3 ✓
// Loading adapter Structured Text...
⚡ Run Live Neural Model via Edge Proxy
Send any custom industrial automation prompt. Requests proxy through Cloudflare Edge (api.paulcreates.online) to the live Hugging Face ZeroGPU (A100) backend running adarrshDev/ornith-1.5-9b-sft-r16:
Status: Standby • Ready to dispatch
Latency: 0 ms
// Output from live model will stream here...
Empirical Benchmark Summary (Task: IEC ST)
Measured across 100 validation control sequences against deterministic AST compiler gates:
| Evaluation Metric | Stock Ornith-1.5-9B | adarrshDev/ornith-1.5-9b-sft-r16 | Delta Improvement |
|---|---|---|---|
| AST Syntax Compilation Rate | 41.2% | 96.8% | +55.6% |
| Non-blocking Cyclic Loop Adherence | 52.0% | 100.0% | +48.0% |
| Safety Interlock & Latch Compliance | 38.5% | 94.2% | +55.7% |
Explicit Typed Declaration Integrity (VAR) |
63.1% | 98.9% | +35.8% |