Niko1221/Strata

Run powerful AI on your own computer.

Chat, code and work with images, locally.

Models · Install · Hardware · Tools · Help · Support

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Free, open source, and yours to run. Use Strata on your desktop or with your favorite coding tools. No account needed.

Models

We recommend ISTA-DASLab first, then Unsloth and other providers, where a compatible model fits.

 Qwen3.8-Flash-Next

Provider	Choices
ISTA-DASLab · recommended	Q2_0, IQ2_XS, IQ3_XXS, IQ3_S. Coder: IQ1_M for coding.
Unsloth	UD-IQ4_XS, UD-Q4_K_XL, UD-Q5_K_XL, UD-Q6_K_XL, Q8_0
Gyro · agentionai	Gyro-S, Gyro-M. Lower memory use but slower.
Other options	Swift 1.5, NVFP4, OrcaRouter

Compare sizes, memory needs and compatibility.

 Qwen3.6-35B-A3B

Unsloth: UD-Q4_K_XL, UD-Q6_K_XL, Q8_0. These are the currently documented packs for this model.

Model guide and compatibility.

 DeepSeekV4.1-Flash-1017

In the desktop app and the Terminal. What does not fit in memory is read from your SSD, so it needs a lot of free disk space.

Set (ISTA-DAS)	Download	Free disk needed
1.75 bpw	239 GB	about 245 GB
2.00 bpw	257 GB	about 265 GB
2.25 bpw	274 GB	about 280 GB
ISTA-DAS Coder (half of the experts removed)	191 GB	about 197 GB

Runs on NVIDIA RTX 30, 40 and 50 series (Windows and Linux), AMD Radeon AI PRO R9700 (Linux), AMD Ryzen AI Max — Strix Halo (Windows), and Apple Silicon Macs with 64 GB or more, text only (Mac). Setup downloads the files and the DeepSeek engine, then starts the model.

strata launch --family deepseek41 --model ist-das-2.00bpw --plan

Measured with the 2.00 bpw set on Strata 0.2.5 (Strix Halo: 0.2.7). Output is the speed of the answer, prompt is how fast Strata reads your input.

Hardware	Output	Prompt
RTX 5070 12 GB, 64 GB RAM	4 to 6 tokens/s	about 110 tokens/s (4K)
RTX 3060 12 GB, 46 GB RAM	9 to 11 tokens/s	about 155 tokens/s (4K)
1x Radeon AI PRO R9700, 251 GB RAM	21 to 25 tokens/s	320 to 360 tokens/s (8K)
4x Radeon AI PRO R9700	74 to 77 tokens/s	400 to 450 tokens/s (8K)
Ryzen AI Max+ 395 (Strix Halo), 128 GB unified	19 to 21 tokens/s (code), 11 (chat)	87 tokens/s (4K), 125 tokens/s (8K)

Memory, disk and details · Release notes

Not sure what fits? Choose a model for your computer.

Install

Desktop app

Download Strata for Windows, Linux or Mac →

Install the app, choose a model, and start chatting. There is one installer for each system. On first start the app downloads the engine for your graphics card. Help with the installer.

_{Files: Strata-0.2.9-windows-x64-setup.exe · Strata-0.2.9-linux-x86_64.AppImage · Strata-0.2.9-macos-arm64.dmg}

_{Chat, files and a live preview in one window.}

Terminal app

Prefer the terminal? Install Strata, then run strata launch.

curl -fsSL https://github.com/Niko1221/Strata/releases/latest/download/install.sh -o install.sh && sh install.sh

irm https://github.com/Niko1221/Strata/releases/latest/download/install.ps1 | iex

strata launch

_{Watch your model and hardware while it runs.}

Build from source · Docker · Full install guide

Hardware

Tools

Claude Code · Codex CLI · OpenCode · oh-my-pi · pi.dev · Hermes Agent · OpenClaw, and more through the OpenAI- and Anthropic-compatible APIs.

Run strata connect to see setup instructions for your tool. Connection guide.

Help

All guides · Troubleshooting · Report a bug · Benchmarks · How it works · Contribute

Support Strata

Help keep local AI open to everyone. A coffee helps fund development and testing on more hardware.

MIT license · Credits and model licenses · Privacy

_{For AI tools and automated readers: technical reference · setup instructions.}

Sponsorships, hardware partnerships or collaborations: [email protected].