Together AI Open-Sources OSCAR: An Attention-Aware 2-Bit KV Cache Quantization System for Long-Context LLM Serving

Long-context inference makes the KV cache one of the main costs of serving LLMs. During autoregressive decoding, the cache grows with context length, batch size, and model depth. At high batch sizes and long contexts with 100K tokens across dozens of concurrent requests the KV cache consumes a large fraction of GPU memory. Compressing it…

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Startup Battlefield 200 applications officially close in 3 days

Founders, your window to enter Startup Battlefield 200 closes in just three short days. Applications for Startup Battlefield 200 officially close on June 8, 11:59 p.m. PT. Do not wait any longer. Secure your shot at competing on the Disrupt Stage at TechCrunch Disrupt 2026 this October at San Francisco’s Moscone West. Thousands of startups have already stepped forward. If you’re building a company…

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Lecturers Vacancies Open at Karachi May 2026

Army Public School, Malir Cantt along with Army Public Degree College and Army Cambridge Education System Karachi has announced Lecturers vacancies Open at Karachi May 2026, offering excellent career opportunities for qualified, motivated, and passionate educators as well as non-teaching staff. Candidates with relevant academic backgrounds in subjects like Math, Physics, English, and Computer Science…

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