Fivo Fuse
The auto-tuner that makes impossible models possible.
Tune local and self-hosted model runs for better speed, lower memory usage, and fewer manual setup steps. All automatically in 10 seconds.
Without Fuse vs With Fuse
Stop guessing. Start running optimized models in 30 seconds.
The Old Way
With Fuse
What You Actually Get
Real, user-visible benefits. No setup pain. No tweaking. Just results.
Run Bigger Models
Run larger and more capable models on the same GPU you already own.
No new hardware needed
Less Memory Used
Fit your workloads comfortably without out-of-memory errors slowing you down.
Up to 70% memory saved
Faster Responses
Your model replies up to 2-3x faster without changing the model or the prompt.
Up to 2-3x faster
Reusable Setups
Save your setup once. Share it with your team. Get the same result every time.
One-time setup
Vision Support
Run image-understanding models smoothly without manual tweaking.
Smoother vision runs
Image Generation
Make image creation workflows feel faster and more responsive.
Snappier generation
Reliable Outputs
Consistent results you can build apps and workflows on top of.
Predictable behavior
Pick Your Goal
Choose speed, memory savings, or balance - Fuse handles the rest.
Goal-based presets
Real Benefits
What you actually get when you run your models through Fuse.
Run Bigger Models
Fit larger models on the GPU you already own without buying new hardware.
Faster Replies
Get responses up to 2-3x faster without changing the model or the prompt.
Vision Support
Run image-understanding workloads smoothly on the same machine.
Image Workflows
Repeated image generation runs feel snappier and use less memory.
Works With Your Tools
Fuse does not replace your existing setup. It generates better configs for the tools you already use.
Simple Workflow
One command to tune. One command to run. No documentation deep-dive required.
Honest Limitations
Fuse automates best practices. It does not invent new physics.
What Fuse Can't Do
Make a fundamentally slow model 10x faster, fit a model if the GPU is truly too small, or replace engine expertise for debugging.
What Fuse Can Do
Apply automatic optimizations, fit almost-too-big models, get real speedup, save memory, and generate reproducible configs.
When Fuse Makes the Most Difference
Common scenarios where Fuse delivers the biggest time and cost savings.
Large Model Deployment
Running 70B+ models on consumer hardware. Fuse makes it possible and smooth.
Production Inference
Running inference servers 24/7. Every millisecond and megabyte of memory saved adds up.
Vision & Multimodal
Running VLMs and image understanding. Memory pressure is real; Fuse handles it.
Batch Processing
Processing thousands of requests. Optimizations compound across large workloads.
Multi-GPU Setups
Distributed inference. Fuse helps coordinate and optimize across GPUs.
Complex Workflows
Chaining multiple models or passes. Each step is smoother and faster.
Frequently Asked Questions
Common questions about Fivo Fuse.
Does Fuse replace my existing tools?
No. Fuse configures them with better settings. You still run the original tools you already use.
Are the speedups real?
Yes. You get noticeably faster responses and lower memory usage on the same hardware, with no manual work.
Do I need a GPU?
You need inference hardware to actually run a model. Fuse helps you get more out of whatever GPU you already have.
Does Fuse work with smaller models too?
Yes. It helps small, medium, and large models. The bigger the model, the bigger the benefit you usually feel.
Is this only for beginners?
No. Beginners skip hours of docs. Experts save time and get reproducible team configs.
Make impossible models possible.
Fuse applies automatic optimizations for speed, memory, and setup simplicity. Clone, install, tune - in seconds.