MUXBITE is an independent AI lab dedicated to training capable, safe, and accessible language models — without depending on anyone else's infrastructure.
We believe the next generation of AI should not be built by a handful of incumbents alone. Language models that serve billions of people should reflect the full diversity of human language — not just English.
We are asking what it takes to train frontier models as an independent lab, starting from the ground up, with limited resources and unlimited intent.
See how we workThe first MUXBITE model enters active training. MB1 is fine-tuned using QLoRA over Mistral 7B on a curated blend of 16,500 instruction-following, code, and reading comprehension examples.
MUXBITE X is our autonomous agent platform: multi-step planning, tool use, and adaptive execution. Built on top of MB3, it goes beyond single-turn chat to handle complex, real-world tasks.
An overview of the three-tier model family: MB1 (free), MB2 (pro), and MB3 (flagship). We outline our training philosophy, dataset strategy, and long-term roadmap toward proprietary model weights.
Our autonomous agent platform. Multi-step task planning, tool use, and adaptive execution powered by MB3.
Try MUXBITE XChain-of-thought reasoning, RLHF alignment, 128K context. The hardest problems, handled.
WaitlistExtended context, stronger code generation, deeper reasoning. Built for developers at scale.
DetailsFast, multilingual, and free. Fine-tuned on Mistral 7B via QLoRA. Available to everyone.
Try MB1MUXBITE is an independent AI research company. We own the full stack — from model weights to the interface — and intend to remain independent for as long as it takes to do this right.
About MUXBITE