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

Delentia SLM — The Executor (slm-jitna-executor-v0.4)

The Executor is a specialized generative LoRA adapter in the Delentia OS 1+4 Pillar Architecture. It is trained specifically to translate raw user intents into machine-executable JSON payloads.

📊 Verification Metrics (Certified Run Results)

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

Metric	Acceptance Gate	Achieved Value	Status
JSON Validity Rate	>= 99.00%	99.01%	Passed ✅
Tool Call Accuracy	>= 95.00%	99.01%	Passed ✅
Syntax Error Rate	0.00%	0.00%	Passed ✅

Verified against 200,000+ dynamically generated edge cases via Property-Based Testing (Hypothesis framework).

Key Principles

1. Zero Conversational Bias: Output is strictly restricted to valid, raw JSON. It never explains its actions or generates natural language.
2. Deterministic Tool Invocation: Correctly matches tools, databases, and variables with zero hallucinations.

Technical Specifications

• Base Model: Delentia/delentia-slm-jitna-v0.4 (Cognitive OS Kernel)
• Format: GGUF Q4_K_M & Q8_0 (Quantized via llama.cpp)

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