Improving LLM inference speeds on CPUs with model quantization | by Eduardo Álvarez | February 2024
Image property of the author — Create with NightcafeLearn how to significantly improve inference latency on CPUs using quantization techniques ...
Tag: Improving
Improving Underwater Image Segmentation with Deep Learning: A Novel Approach to Dataset Expansion and Preprocessing Techniques
Underwater image processing combined with machine learning offers significant potential to improve the capabilities of underwater robots in various marine ...
Online teaching is improving in-person instruction on campus
Since the early days when universities experimented with teaching over the Internet, the goal has been to replicate the physical ...
Improving vision-language models with chain of manipulations: a leap towards faithful visual reasoning and error traceability
High-vision language models (VLMs) trained to understand vision have demonstrated viability in broad scenarios such as visual question answering, visual ...
Improving mathematics education through problem-based learning
Imagine that you are a mountaineer. Nothing excites you more than testing your skill, strength and endurance against some of ...
This AI paper proposes Infini-Gram: an innovative approach to scaling and improving N-Gram models beyond traditional limits
Pretrained on trillion-token corpuses, large neural language models (LLMs) have made notable gains in performance (Touvron et al., 2023a; Geng ...
US IPO activity expected to continue improving in 2024, Goldman says
THIS IS YOSSINGKUM Initial public offering activity in the US is likely to continue improving throughout this year, according to ...
Citrea Launches First ZK Rollup on Bitcoin, Improving Blockspace Capabilities
<img src="http://bitcoinmagazine.com/.image/c_limit%2Ccs_srgb%2Cfl_progressive%2Ch_1200%2Cq_auto:good%2Cw_1200/MTc5Mjk3ODQ5OTYzNjUyNzU5/bitcoin-core-developer-eric-lombrozo-on-misunderstandings-in-block-size-debate.jpg" />Today, Citrea team reveals Citrea, the inaugural ZK Rollup designed to elevate the capabilities of the bitcoin blockchain ...
Improving Vision-Inspired Keyword Detection Using a Streaming Conformal Encoder with Input-Dependent Dynamic Depth
Using a vision-inspired keyword detection framework, we propose an architecture with input-dependent dynamic depth capable of processing audio streaming. Specifically, ...
FastSR-NeRF: Improving NeRF efficiency in consumer devices with a single super-resolution channel
Recently, super-resolution (SR) techniques have been proposed to improve neural radiation fields (NeRF) outputs and generate high-quality images with improved ...
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