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 ...

School of Information Science and Technology, Hangzhou Normal University, Hangzhou, China Automated programming has become a powerful tool for solving real-world problems. Code generation, in ...

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 ...

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 ...

Generative artificial intelligence has become a powerful tool for enhancing productivity and tackling everyday tasks. These tools can create new content, including text, images and even code, based on ...

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 ...