NVIDIA diffusion language model Nemotron TwoTower achieves 2.42x LLM inference throughput without a full retraining run, ...

RRB Technician 2026 notification released on 30th 2026 for 6,557 vacancies. The Computer-Based Test (CBT) has 100 questions, 90 mins, and 1/3 negative marking. Syllabus and exam patterns differ for ...

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.

DeepSeek speculative decoding framework DSpark went live June 27 on V4-Flash and V4-Pro, reporting up to 85 percent faster ...

RRB Group D Syllabus 2026 and recruitment notification CEN 09/2025 released. A total of 22,000 Level-1 vacancies announced for the RRB Group D 2026 exam. The 2026 exam features 100 questions in 90 ...

Efficiency: DPad-enhanced dLLMs achieve up to a 61.39× speedup over vanilla dLLM baselines. Accuracy: DPad-enhanced dLLMs achieve up to a +26.46% improvement over vanilla dLLM baselines. (Evaluation ...

Difficulty modeling should align with trajectories rather than solely the initial question. Existing methods typically rely on static difficulty estimations, handcrafted confidence heuristics, or ...