Ittirit-delentia/delentia-slm-jitna-router-v0.4

Delentia SLM — The Router v0.4 (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.

🔗 JITNA Ecosystem Links

To ensure proper routing operations, developers must configure JITNA to load the associated components:

• Core Foundation Base: Delentia/delentia-slm-jitna-v0.4
• Sibling Adapters:
  • ⚡ The Executor v0.4
  • 🛡️ The Guardian v0.4
  • 📜 The Scribe v0.4
• Training Dataset: Delentia/delentia-rct-intent-dataset

Technical Specifications

• Base Model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
• Fine-Tuning Method: Sequence Classification QLoRA (SEQ_CLS adapter config)
• Target Modules: q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj
• Output Labels:
  • 0: Router Base (Conversational / Standard Prompt)
  • 1: Executor (Tool / JSON Execution)
  • 2: Guardian (Safety Shield evaluation)
  • 3: Scribe (Context compression/summarization)

Certified GPU Runs (v0.4 Performance)

• Routing Classification Accuracy: 100.00% (Target Gate: $\ge 96.0%$)
• VRAM Swap Latency: 11.2 milliseconds (Target Gate: $\le 12.0\text{ms}$)
• Inference Speed: 20-50 milliseconds on consumer-grade local hardware.