Abby Morgan – Medium

Abby Morgan

Perplexity for LLM Evaluation

How to use perplexity to evaluation LLMs’ confidence in next-token prediction.

Jun 13

Perplexity for LLM Evaluation

Jun 13

Published in

Generative AI

Image Inpainting for SDXL 1.0 Base Model + Refiner

And how to log our results in an experiment tracking tool

Aug 21, 2023

Realistic picture of an American astronaut in outerspace with planets and stars and meteorites and meteors in the background and a light halo around the astronaut. In the astronaut’s helmet is the reflection of a fiery orange comet. “SDXL” is outlined in white in the background.

Aug 21, 2023

Published in

Generative AI

Explainable AI: Visualizing Attention in Transformers

And logging the results in an experiment tracking tool

Jul 17, 2023

Neon orange, pink, and purple transformer model toy jumping mid-air and shooting at the camera in an action shot. Stylized image, comic-book like. Cover image for Comet ML’s article “Explainable AI: Visualizing Attention in Transformers”

Jul 17, 2023

Published in

Artificial Intelligence in Plain English

SAM + Stable Diffusion for Text-to-Image Inpainting

Create a pipeline with GroundingDINO, Segment Anything, and Stable Diffusion and track the results in Comet

Jun 27, 2023

SAM + Stable Diffusion for Text-to-Image Inpainting

Jun 27, 2023

Published in

DataDrivenInvestor

Debugging Image Classifiers With Confusion Matrices

How to intuitively explore model predictions on specific images over time

May 17, 2023

A grid of images from the penguins+turtles dataset hosted on Kaggle. 5x3 grid of images of penguins and turtles swimming under water, jumping in the air, standing on land in the snow and on the beach.

May 17, 2023

Published in

Towards AI

Compare and Evaluate Object Detection Models From TorchVision

Visualizing the performance of Fast RCNN, Faster RCNN, Mask RCNN, RetinaNet, and FCOS

May 8, 2023

Comparing FastRCNN, FasterRCNN, MaskRCNN, FCOS, RetinaNet object detection models from PyTorch using Comet’s Image Panel

May 8, 2023

Published in

DataDrivenInvestor

Powering Anomaly Detection for Industry 4.0

Build, track, and organize production-grade anomaly detection models

Feb 21, 2023

Anomaly detection graphics from a Comet + Anomalib experiment where the artificial intelligence has detected and outlined the anomalous areas of bottles.

Feb 21, 2023

Published in

Better Programming

Credit Card Fraud Detection With Autoencoders

And how to intuitively debug your results with Comet

Feb 16, 2023

Credit Card Fraud Detection With Autoencoders

Feb 16, 2023

Published in

Towards AI

N-dimensional DICOM Volumes With ImageIO

Visualizing, augmenting, and interacting with high-dimensional DICOM volumes in Python

Feb 2, 2023

A high-contrast image of the axial plane of a cranial CT scan in shades of yellow, green, blue, and purple.

Feb 2, 2023

Abby Morgan

Abby Morgan

AI Growth Engineer, currently focused on observability and evaluation in LLMs and LLM-based agentic systems

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