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[ARTICLE · art-69125] src=huggingface.co ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Bonsai 27B parameters. 1-bit weights. In your browser

A new AI model called Bonsai with 27 billion parameters and 1-bit weights can now run directly in a web browser, as demonstrated by the WebML Community on Hugging Face. The model's extreme quantization enables on-device inference without server-side computation.

read1 min views30 publishedJul 22, 2026
Bonsai 27B parameters. 1-bit weights. In your browser
Image: Hugging Face Blog

Article URL:

https://huggingface.co/spaces/webml-community/bonsai-webgpu-kernels Comments URL: https://news.ycombinator.com/item?id=49012329

Points: 1
source & further reading
huggingface.co — original article NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required How Specializing the Vocabulary of SLMs Can Cut Inference Cost by 77% in Real Applications Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.
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