Model Details

• Parameters: 31B
• Base model: google/gemma-4-31B
• Focus: multi-turn roleplay, companion chat, regional language handling, code-switching
• License: Subject to upstream Gemma license terms

Training

Peek was fine-tuned for human-facing Ira companion conversations involving long-running chats, emotional ambiguity, casual friendship dynamics, and roleplay-style continuity. The training set was purpose-built for the Ira companion app.

The training focus includes:

• sustained multi-turn character consistency
• natural Hinglish and Indian English conversation
• regional language code-switching, including Telugu-English, Tamil-English, Malayalam-English, and mixed-register chat
• emotionally attentive replies without sounding formal or robotic
• companion-style dialogue that can hold context across extended conversations

Intended Use

Peek is designed for conversational deployments where users expect natural, emotionally aware, multi-turn interaction.

It is intended for:

• companion-style chat
• roleplay and character-driven conversation
• multilingual and code-switched casual conversation
• emotionally attentive non-critical support
• long-form conversational engagement

Scope and Ongoing Work

Peek is an Ira-focused release. As with any conversational model, it has scope boundaries we are actively refining:

• It is not intended as a source of medical, legal, financial, or safety-critical advice.
• It should not be deployed as a replacement for professional human support.
• Performance is strongest in conversational, roleplay, and companion-chat scenarios.
• Regional language quality and code-switching behavior are ongoing areas of improvement.

About

Peek is developed by Rumik for the Ira companion app. For collaboration, deployment questions, or failure-case reports, contact pranav@rumik.ai.