| ---
|
| license: apache-2.0
|
| base_model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
|
| tags:
|
| - text-classification
|
| - peft
|
| - lora
|
| - delentia-os
|
| - JITNA
|
| - multi-adapter
|
| - sequence-classification
|
| ---
|
|
|
| # 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](https://huggingface.co/Delentia/delentia-slm-jitna-v0.4)
|
| * **Sibling Adapters:**
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| * ⚡ [The Executor v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-executor-v0.4)
|
| * 🛡️ [The Guardian v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-guardian-v0.4)
|
| * 📜 [The Scribe v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-scribe-v0.4)
|
| * **Training Dataset:** [Delentia/delentia-rct-intent-dataset](https://huggingface.co/datasets/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:**
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| - `0`: Router Base (Conversational / Standard Prompt)
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| - `1`: Executor (Tool / JSON Execution)
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| - `2`: Guardian (Safety Shield evaluation)
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| - `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.
|
|
|
