Tagged articles

OSCAR

3 articles · Page 1 of 1

Machine Learning Algorithms & Natural Language Processing

Jun 2, 2026 · Artificial Intelligence

OSCAR Beats TurboQuant: 2‑Bit KV‑Cache for Fast, Stable Long‑Context Inference

OSCAR presents an attention‑aware rotation scheme that compresses KV caches to true 2‑bit, cutting memory usage by up to 8× and boosting decode throughput by up to 7×, while preserving inference quality within a few points of BF16 across multiple models and long‑context benchmarks, outperforming TurboQuant.

2-bit quantizationKV cacheOSCAR

0 likes · 13 min read

OSCAR Beats TurboQuant: 2‑Bit KV‑Cache for Fast, Stable Long‑Context Inference

Machine Heart

May 29, 2026 · Artificial Intelligence

Beyond TurboQuant: Introducing a True 2‑bit KV Quantization for Long‑Context LLM Inference

OSCAR, a new attention‑aware 2‑bit KV cache quantization method, cuts KV memory by up to 8×, delivers up to 3× decode speedup and 7× throughput gain, and matches BF16 accuracy across 4B‑32B models on diverse long‑context reasoning tasks, surpassing TurboQuant.

2-bit compressionKV cacheLLM Quantization

0 likes · 12 min read

Beyond TurboQuant: Introducing a True 2‑bit KV Quantization for Long‑Context LLM Inference

BirdNest Tech Talk

Aug 2, 2024 · Industry Insights

What’s Next for Go? Inside the Oscar Contributor Agent Project

The article traces the lineage of Go’s technical leadership, explains Russ Cox’s shift to AI, and details the Oscar open‑source contributor‑agent architecture that uses large language models to automate maintenance tasks while preserving deterministic code execution.

AIContributor AgentOSCAR

0 likes · 10 min read

What’s Next for Go? Inside the Oscar Contributor Agent Project