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#context-scaling

[Splash Engine] Qwen3.8-27B in native 8-bit at 37–55 tok/s on Apple Silicon: Extending Splash to Q8, 256k context scaling, and the "Reasoning Cliff"

Reddit r/LocalLLaMA ↗ · 4d ago

Extended Splash Engine to support native 8-bit Qwen3.8-27B on Apple Silicon, achieving 37-55 tok/s without quantization degradation and scaling up to 256k context.

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#context-scaling

RoboTTT: Context Scaling for Robot Policies

Hugging Face Daily Papers ↗ · 2026-07-16 Cached

RoboTTT scales visuomotor context to 8K timesteps for robot policies, enabling one-shot imitation from human video demonstrations, on-the-fly policy improvement, and robustness to perturbations. It achieves an 87% improvement over baselines and completes a five-minute, ten-stage assembly task that no baseline could.

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