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Nvidia updates ChatRTX with new large language models and more

Back in February, we got our first look at Nvidia's ChatRTX, an offline AI chatbot that can help users sift through files and data on their PCs using Retrieval Augmented Generation, in conjunction with the TensorRT Large Language Model, which users can customise themselves by granting the app access to specific folders and directories on โ€ฆ
Nvidia Chat Retrieval Augmented Generation Language Model Contrastive Language Image Pre Training Large Language Models Amedia Search

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From a Lossless (~1.5:1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs

This paper attempts to address and reconcile two different issues: the existence of multiple numerical data formats (such as int8, bfloat16, fp8, etc., often non optimal for the application and not directly compatible with one another) and the necessity to reduce their bandwidth requirements, especially in the case of power hungry and slow DRAM.
Tim Dettmers Ruslan Svirschevski Tim Dettimers Jarek Duka Furu Wei Alexander Borzunov

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