Images generated from Ternary Bonsai Image 4BToday we’re releasing Bonsai Image 4B, a family of compact image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.Bonsai Image 4B comes in two…
I'm a firmware engineer (17 years in embedded systems). In 18 months (up to August 2025), during my lunch breaks and weekend nights, I built a complete transformer engine in C: inference, training with full backpropagation, tokenizer(+vocabulary…
The GRU Model That Stopped Learning at BLEU 18 Our German-to-English translation model plateaued at BLEU 18.3 after 50 epochs. The loss kept dropping, but translations were garbage—verb conjugations wrong, word order scrambled, and anything past 30 tokens…