AWS Machine Learning

MARCH 20, 2023

Overview of the technology EC2 C6i instances are powered by third-generation Intel Xeon Scalable processors (also called Ice Lake) with an all-core turbo frequency of 3.5 Quantizing the model in PyTorch is possible with a few APIs from Intel PyTorch extensions. times greater with INT8 quantization.

Calibration 77

Calibration Scripts Benchmark APIs 77

AWS Machine Learning

OCTOBER 5, 2022

We explored nearest neighbors, decision trees, neural networks, and also collaborative filtering in terms of algorithms, while trying different sampling strategies (filtering, random, stratified, and time-based sampling) and evaluated performance on Area Under the Curve (AUC) and calibration distribution along with Brier score loss.

Calibration 89

Calibration Engineering Automotive Analytics 89

AWS Machine Learning

APRIL 8, 2024

Be mindful that LLM token probabilities are generally overconfident without calibration. Before introducing this API, the KV cache was recomputed for any newly added requests. Be mindful that LLM token probabilities are generally overconfident without calibration.

Engineering 81

Engineering Calibration APIs Enterprise 81

AWS Machine Learning

NOVEMBER 14, 2023

In the era of big data and AI, companies are continually seeking ways to use these technologies to gain a competitive edge. Additionally, optimizing the training process and calibrating the parameters can be a complex and iterative process, requiring expertise and careful experimentation.

Management 86

Management APIs Best practices Calibration 86

AWS Machine Learning

JULY 3, 2023

AV/ADAS teams need to label several thousand frames from scratch, and rely on techniques like label consolidation, automatic calibration, frame selection, frame sequence interpolation, and active learning to get a single labeled dataset. His core interests include deep learning and serverless technologies.

APIs 79

APIs Calibration Scripts Automotive 79

AWS Machine Learning

OCTOBER 25, 2023

Given that the SearchRasterDataCollection API uses polygons or multi-polygons to define an area of interest (AOI), our approach involves expanding the point coordinates into a bounding box first and then using that polygon to query for Sentinel-2 imagery using SearchRasterDateCollection.

Calibration 83

Calibration Engineering APIs Government 83

JustCall

APRIL 5, 2023

Some of these include: AdaAgent Assist, Airkit Assist, Hub Auto, Reach, Balto, Calabrio, PCI Pan Digital Agent Assist, Pypestream, Verint, Zingtree, Talkdesk also offers API access for all plans. When trained and calibrated correctly, the virtual agent can seamlessly guide callers to the correct resolution through self-servicing.

Interactive Voice Response 52

Interactive Voice Response Virtual Agent Multichannel voip 52