
PrismML
@PrismML • 16,255 subscribers
Centering AI research on efficiency. https://t.co/88MQHGCeFD
Videos

Here is Ternary Bonsai 27B running an end-to-end agentic workflow locally with Hermes on an NVIDIA GeForce RTX 5090 GPU. The model reasons, calls tools, reads outputs, modifies files, and surfaces insights - all on consumer hardware, while all private files, intermediate states, and iterations remain local.
PrismML153,244 Aufrufe • vor 28 Tagen

The phone threshold is even harder than the storage number suggests. A phone exposes only part of its memory to an application, and the model must share that budget with its KV cache, activations, runtime, and the rest of the product. At 3.9 GB, 1-bit Bonsai 27B clears that threshold with room to work, making 27B-class local AI possible on a phone for the first time. (Demo Mode: cached & prefilled image context)
PrismML32,858 Aufrufe • vor 28 Tagen

Try Ternary Bonsai 27B directly on Hugging Face , powered by Together AI
PrismML11,669 Aufrufe • vor 21 Tagen
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