Abstract: Quantization is a common method to improve communication efficiency in federated learning (FL) by compressing the gradients that clients upload. Currently, most application scenarios involve ...

It is worth noting that this repository is learning-oriented, and is not intended for production use. Pytorch Model fp32 48.1 Onnx fp32 48.1 trt engine fp32 48.1 trt engine fp16 48.0 Onnx Default mtq ...

Abstract: In edge-cloud speculative decoding (SD), edge devices equipped with small language models (SLMs) generate draft tokens that are verified by large language models (LLMs) in the cloud. A key ...

Adobe is rolling out updates to a few AI-powered Photoshop features today, including referencing objects in Generative Fill.

Evolving challenges and strategies in AI/ML model deployment and hardware optimization have a big impact on NPU architectures ...

There's more perks than just saving money ...