---
license: apache-2.0
---

# OmniJSON

A multi-purpose assistant fine-tuned to respond with one valid JSON object for any request (math, coding, extraction, planning, etc.). It's optimized for deterministic structured output so apps can parse responses reliably.

Base model: **Llama3.2**.

### Output contract
```json
{
  "schema_version": "1.0",
  "intent": "answer|summarize|translate|extract|classify|plan|code|refuse",
  "domain": "string",
  "result": { "kind": "string", "data": {} },
  "followups": ["string"],
  "assumptions": ["string"],
  "safety": { "flags": ["string"], "notes": ["string"] },
  "confidence": 0.0
}
```

### Training data format
```json
[
  { "user": "...", "assistant": { "schema_version": "1.0", "...": "..." } }
]
```

### Author

**Author:** Sai Teja Erukude  
**Role:** Developer & Maintainer