TinyLLM releases EmberNano: sub-200M parameters for instant UI prototyping

AI · 3 min read

EmberNano is TinyLLM's new offering aimed at UI prototyping and embedded assistants. At 180 million parameters, EmberNano trims unnecessary capacity by specializing on layout reasoning, component naming, and short-form copy generation used in design editors and plugin assistants.

Benchmarks show EmberNano can run at interactive frame rates on mid-range mobile SoCs when combined with TinyLLM's runtime optimizations and 4-bit quantization. The model exposes control knobs for verbosity, CTA style, and brand tone so design teams can tune outputs to their system's voice without retraining.

Developers can access EmberNano via an on-prem SDK or a hosted inference endpoint with token-based usage limits. TinyLLM says EmberNano will power several upcoming prototyping tools and open-source plugins for popular design platforms.