# HYPHN8

Source: https://hyphn8.ai/

Customized digital twin model training

# Your perspective. In every next move.

Less to explain. More to build on.

Explore your twin ↓

PURPOSE, BY DESIGN. ROOM TO BECOME.

Carry it forward

## More of what makes it yours.

The way you think comes through in the details. Those details are where we begin.

01 / PROFESSIONALS

### A voice that carries.

Let your expertise reach further, in a voice that remains your own.

02 / ORGANIZATIONS

### A shared point of view.

Keep a shared sense of direction as the organization grows.

03 / FLAGSHIP PROJECTS

### A vision that holds.

Let the project evolve. Keep its original ambition in sight.

On the horizon

## First, a voice. Then, a presence.

A voice is only part of a presence. We’re exploring the expressions and gestures that could make a twin feel familiar on screen.

How it takes shape

## From instinct to expression.

A digital twin is an AI model shaped around your voice, priorities, and perspective.

Inside the workflow

TRAINING WORKSPACE Workflow preview

01 Prepare

02 Train

03 Evaluate

04 Export

01 / SOURCE MATERIAL

### Start with what’s yours.

Choose conversations and work that capture your voice, priorities, and judgment.

Example project / Dataset Illustrative

↳

Dialogue examples Reviewed source conversations

Training

↳

Voice notes Tone, phrasing, and boundaries

Reference

↳

Test conversations Reserved for model comparison

Evaluation

Use source material you have permission to train on.

02 / MODEL ADAPTATION

### Give it shape.

Adapt the model to the tone and patterns in your source material.

Example project / Training recipe Illustrative

Source Reviewed dialogue dataset

Base model Compatible language model

Method LoRA / QLoRA fine-tuning

Output Model adapter + settings

A record of every version.

03 / HUMAN REVIEW

### Find the fit.

Compare responses for tone, accuracy, and relevance. Refine what needs work.

Example project / Response comparison Illustrative

“How would you describe your point of view?”

Before training

After training

Review for accuracy as well as tone.

04 / APPLICATION HANDOFF

### Take it further.

Export the reviewed adapter and settings for a compatible application.

Example project / Export package Illustrative

↗

#### A model with context.

Model adapter · Settings · Review record

Human approval before export

Keep current knowledge up to date separately.

Illustrative workflow · Training is not active.

## Your purpose. Your decisions.

### Permission first.

Training begins with material you have the right to use.

### Keep a record.

Know what shaped each version.

### Human review.

You review the results and decide what’s ready.

For development, communication, and decision-making.

Let’s talk.↗

In development. Public access is not yet available.

hello@hyphn8.ai

Contact: [hello@hyphn8.ai](mailto:hello@hyphn8.ai)