I'm trying to quantize Qwen3-14B using GPTQ with W4A16 settings. My calibration dataset contains 1,024 samples, each with a sequence length of 4,096 tokens. My hardware setup: 1× NVIDIA A100 80GB GPU ...

Part of setting up a microcontroller when writing a piece of firmware usually involves configuring its connections to the outside world. You define a mapping of physical pins to intenral peripherals ...

Techne, Tomas, and Anya learn how computers “talk” with us through input and output. Techne, Tomas, and Anya learn how computers “talk” with us through input and output. Related resources for teachers ...

Abstract: Document databases are increasingly popular in various applications, but their queries are challenging to write due to the flexible and complex data model underlying document databases. This ...

We experiment with three diverse structured commonsense generation tasks: (i) script generation (PROSCRIPT, Section 3.2), (ii) entity state tracking (PROPARA, Section 3.3), and (iii) explanation graph ...

1 Center for Transformative Science, ShanghaiTech University, Shanghai, China 2 School of Physical Science and Technology, ShanghaiTech University, Shanghai, China The advent of X-ray Free Electron ...

Making proteins for research or therapies often starts with cell-line development. In many applications, genetic engineering is used to optimize a cell line for producing high levels of the intended ...

Artificial intelligence (AI) has been successful in numerous areas including speech recognition, automatic classification, language translation, Chess, Go, facial recognition, disease diagnosis, drug ...

Tools designed for rewriting, refactoring, and optimizing code should prioritize both speed and accuracy. Large language models (LLMs), however, often lack these critical attributes. Despite these ...

Abstract: Among several stability notions for dynamical systems, input–output stability is significant in applications where one is interested in the input–output relation rather than in the internal ...