# Optimized workflows

This directory contains the current tested production-oriented workflows for the available hardware.

## Current baseline

- **Flux.2 Klein 9B FP8** text-to-image at 1920×1080
- Euler CFG++ sampler, 6 steps, CFG 1.3
- Fixed seed `20260920` for repeatable baseline comparisons
- Measured generation time: approximately 78 seconds on the RTX 3070
- Optional SeedVR2 3B FP8 second pass tested separately at 2560×1440; the full 3840×2160 target exceeded 8 GB VRAM

See [`text-to-image/flux2klein-9b-3070-best/`](text-to-image/flux2klein-9b-3070-best/).