Universal Data Tool VS Vast.ai

Compare Universal Data Tool VS Vast.ai and see what are their differences

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Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

Vast.ai

GPU Sharing Economy: One simple interface to find the best cloud GPU rentals.

Landing page //
2021-09-10

The Universal Data Tool (UDT) is an open-source web or downloadable tool for labeling data for usage in machine learning or data processing systems.

The Universal Data Tool supports Computer Vision, Natural Language Processing (including Named Entity Recognition and Audio Transcription) workflows.

The UDT uses an open-source data format (.udt.json / .udt.csv) that can be easily read by programs as a ground-truth dataset for machine learning algorithms.

Landing page //
2023-10-08

Getting Started with Open-Source Contribution to the Universal Data Tool

Vast.ai videos

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Using Vast.ai to set up a machine learning server

Category Popularity

0-100% (relative to Universal Data Tool and Vast.ai)

Vast.ai

Data Labeling

100 100%

Data Labeling

0% 0

Cloud Computing

0 0%

Cloud Computing

100% 100

Image Annotation

100 100%

Image Annotation

0% 0

VPS

0 0%

VPS

100% 100

User comments

Share your experience with using Universal Data Tool and Vast.ai. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, Vast.ai seems to be more popular. It has been mentiond 223 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Universal Data Tool mentions (0)

We have not tracked any mentions of Universal Data Tool yet. Tracking of Universal Data Tool recommendations started around Mar 2021.

Vast.ai mentions (223)

Nvidia pursues $30B custom chip opportunity with new unit
There are already ways to get around this. For example, renting compute from people who aren't in datacenters. Which is already a thing: https://vast.ai. - Source: Hacker News / 5 months ago
A SETI-like project to train LLM on libgen, scihub and the likes?
By "SETI" I assume you mean the SETI@Home distributed computing project. There's a two-way market where you can rent out your GPU here: https://vast.ai/. - Source: Hacker News / 6 months ago
Ask HN: What's the best hardware to run small/medium models locally?
- https://vast.ai/ (linked by gchadwick above). - Source: Hacker News / 7 months ago
Ask HN: What's the best hardware to run small/medium models locally?
Have you considered running on a cloud machine instead? You can rent machines on https://vast.ai/ for under $1 an hour that should work for small/medium models (I've mostly been playing with stable diffusion so I don't know what you'd need for an LLM off hand). Good GPUs and Apple hardware is pricey. Get a bit of automation setup with some cloud storage (e.g backblaze B2) and you can have a machine ready to run... - Source: Hacker News / 7 months ago
Budget-friendly Cloud server to host OpenAI Whisper?
I have heard vast.ai is cheap but I haven't tried it out. https://websiteinvesting.com/reviews/vast-ai-review/. Source: 7 months ago