Tag: Samsung
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LittleBit-2: Samsung’s Sub-1-Bit LLMs via Latent Geometry Alignment
Lead — On July 23, 2026, Samsung Research published LittleBit-2, the successor to a compression method that pushes large language models below one bit per weight. Presented at ICML 2026, LittleBit-2 keeps the original LittleBit architecture from NeurIPS 2025 but changes one thing: how the compressed weights are initialized. That single change takes the method […]