PrismML
Ultra-dense 1-bit LLMs for edge and mobile deployment
- Category
- AI & Machine Learning
- Launched
- March 31, 2026
- Stage
- Unknown
- Website
- prismml.com
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PrismML has developed 1 Bit Bonsai , the first commercially viable large language models (LLMs) with 1 bit weights. These models use binary weights (e.g., 1, 0, 1) to drastically reduce memory footprint, latency, and energy consumption while maintaining competitive benchmark performance. The company also offers Ternary Bonsai (using { 1, 0, 1} weights) and Bonsai Image 4B for image generation. All models are available in sizes 8B, 4B, and 1.7B, and can be downloaded from Hugging Face.
Discovered via
- Hacker News Show HN · · Show HN: 1-Bit Bonsai, the First Commercially Viable 1-Bit LLMs