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News

Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference

Speculative decoding is a technique for speeding up large language model inference. A small, fast...

Meet dots.ocr: A New 1.7B Vision-Language Model that Achieves SOTA Performance on Multilingual Document Parsing

dots.ocr is an open-source vision-language transformer model developed for multilingual document layout parsing and optical...

Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon

Apple research team recently released the container project. It is an open-source command-line tool written...

Meet Cathy Tie, Bride of “China’s Frankenstein”

Since the Chinese biophysicist He Jiankui was released from prison in 2022, he has sought...

Meet Blume: An Open-Source, Zero-Config Documentation Framework That Ships AI-Ready Docs From a Markdown Folder

Hayden Bleasel, an expert developer from OpenAI, released Blume, an open-source documentation framework. Blume shipped...

Meet ‘Kani-TTS-2’: A 400M Param Open Source Text-to-Speech Model that Runs in 3GB VRAM with Voice Cloning Support

The landscape of generative audio is shifting toward efficiency. A new open-source contender, Kani-TTS-2, has...

Meet ‘AutoAgent’: The Open-Source Library That Lets an AI Engineer and Optimize Its Own Agent Harness Overnight

There’s a particular kind of tedium that every AI engineer knows intimately: the prompt-tuning loop...

MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering

arXiv:2505.24040v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable performance on various...

MedKGI: Iterative Differential Diagnosis with Medical Knowledge Graphs and Information-Guided Inquiring

arXiv:2512.24181v1 Announce Type: new Abstract: Recent advancements in Large Language Models (LLMs) have demonstrated significant...

Measuring Reasoning Utility in LLMs via Conditional Entropy Reduction

arXiv:2508.20395v1 Announce Type: new Abstract: Recent advancements in large language models (LLMs) often rely on...

Measuring Performance of Transformer Inference

This chapter is divided into eight parts; they are: • Metrics for LLM Inference •...

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