Modelpublic

Ittirit-delentia/delentia-lora-router-v0.4

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face

0likes

Model Card

Delentia SLM — The Router (slm-jitna-router-v0.4)

The Router is a specialized Sequence Classification LoRA adapter within the Delentia OS 1+4 Pillar Architecture. Its primary role is to intercept incoming user intents and classify them into one of the specialized execution pathways at ultra-low latency.

📊 Verification Metrics (Certified Run Results)

This model card is dynamically updated with actual evaluation figures verified against the JITNA Router dataset:

Metric	Acceptance Gate	Achieved Value	Status
Routing Classification Accuracy	>= 96.00%	100.00%	Passed ✅
Macro F1-Score	>= 94.00%	100.00%	Passed ✅
Routing Latency	< 50 ms	12-32 ms	Passed ✅

Classification Report per Intent Category

Intent Category	Precision	Recall	F1-Score
ROUTER_EXECUTOR	1.0000	1.0000	1.0000
ROUTER_SCRIBE	1.0000	1.0000	1.0000
ROUTER_GUARDIAN	1.0000	1.0000	1.0000
ROUTER_BASE	1.0000	1.0000	1.0000

Confusion Matrix (Actual vs Predicted)

Actual \ Predicted	EXECUTOR	SCRIBE	GUARDIAN	BASE
EXECUTOR	12	0	0	0
SCRIBE	0	19	0	0
GUARDIAN	0	0	41	0
BASE	0	0	0	28

Technical Specifications

—Base Model: Delentia/delentia-slm-jitna-v0.4 (Cognitive OS Kernel)
—Fine-Tuning Method: Sequence Classification QLoRA (SEQ_CLS adapter)
—Target Modules: q_proj, k_proj, v_proj, o_proj
—Output Labels:
—0: Executor (Tool / JSON Execution)
—1: Router Base (Conversational / Standard Prompt)
—2: Guardian (Safety Shield evaluation)
—3: Scribe (Context compression/summarization)

Verified against JITNA dynamic test suite. Built with ❤️ by Delentia Labs.