Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Practical articles, technical explainers and digests on AI and data. Explore engineering decisions, real use cases and lessons from building solutions.

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Digest
Data Phoenix Digest - ISSUE 60
Webinar "Vertex AI Pipelines infrastructure with Terraform", bringing GitOps to ML with dstack, “You Can’t Predict the Errors of Your Model”… Or Can…
Dmytro Spodarets · Dec 9, 2022
Article
Bringing GitOps to ML with dstack
GitOps is a DevOps paradigm that helps teams ship software more quickly by applying things like version control, collaboration, compliance, and…
Andrey Cheptsov · Nov 25, 2022
Article
“You Can’t Predict the Errors of Your Model”… Or Can You?
NannyML has released DLE, an algorithm able to predict the MAE and the MSE of your regression model, in the absence of the ground truth In a…
Samuele Mazzanti · Nov 22, 2022
Papers
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
Recent advances in neural models have shown excellent results for virtual fitting tasks (VTO), where a 3D representation of a garment is deformed to…
Dmytro Spodarets · Nov 19, 2022
Digest
Data Phoenix Digest - ISSUE 59
Efficiently scaling transformer inference, MLOps pipeline with GitLab in minutes, monitoring ML models with Vertex AI, scaling instruction-finetuned…
Dmytro Spodarets · Nov 18, 2022
Papers
Scaling Instruction-Finetuned Language Models
An important goal of artificial intelligence is to develop language models capable of generalizing data in the form of instructions to solve complex…
Dmytro Spodarets · Nov 17, 2022
Digest
Data Phoenix Digest - ISSUE 58
Webinar "dstack – a command-line utility to provision infrastructure for ML workflows", a unified benchmark for mathematical reasoning, fine-tuning…
Dmytro Spodarets · Nov 11, 2022
Papers
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
Diffusion models have recently gained enormous popularity, due to the ability to generate high-quality and controlled images based on textual cues…
Dmytro Spodarets · Nov 10, 2022
Papers
eDiffi: Text-to-Image Diffusion Models with Ensemble of Expert Denoisers
eDiff-I is the next generation of generative AI content creation tool that offers unprecedented text-to-image fusion, instant style transfer, and…
Dmytro Spodarets · Nov 8, 2022
Digest
Data Phoenix Community Survey
At DataPhoenix, we work hard to offer you the best experience with our digest and events. Our goal is to make it easier for you to access the right…
Dmytro Spodarets · Nov 7, 2022
Papers
Musika! Fast Infinite Waveform Music Generation
Fast, user-controlled music generation opens up new possibilities for composing and performing music. But today's music generation systems require…
Dmytro Spodarets · Nov 7, 2022
Digest
Data Phoenix Digest - ISSUE 57
Webinar "NLP and ML in Healthcare", Gen AI market map by Sequoia Capital, AutoAvatar, high fidelity neural audio compression, DreamBooth, MetaFormer…
Dmytro Spodarets · Nov 4, 2022