erukude/omni-json

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

{
  "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

[
  { "user": "...", "assistant": { "schema_version": "1.0", "...": "..." } }
]

Author

Author: Sai Teja Erukude
Role: Developer & Maintainer