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Stellar slashes memory overhead and query latency by orders of magnitude, transforming multimodal document retrieval efficiency.
Ling-2.6 and Ring-2.6 achieve unprecedented efficiency in agentic intelligence, enabling instant responses and deep reasoning at trillion-parameter scale.
Ditch the stochasticity: Deterministic pruning slashes LLM size with minimal performance loss, outperforming stochastic methods and accelerating inference.
