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GitHub
GitHub - bogwi/sarpro: Blazing-fast Sentinel‑1 Synthetic Aperture Radar (SAR) GRD to GeoTIFF/JPEG processor with CLI, GUI, and…
Blazing-fast Sentinel‑1 Synthetic Aperture Radar (SAR) GRD to GeoTIFF/JPEG processor with CLI, GUI, and Rust API — autoscaling, synthetic RGB, and batch workflows. - bogwi/sarpro
Forwarded from HN Best Comments
Re: Gemma 3 270M: Compact model for hyper-efficient AI
Hi all, I built these models with a great team. They're available for download across the open model ecosystem so give them a try! I built these models with a great team and am thrilled to get them out to you.
From our side we designed these models to be strong for their size out of the box, and with the goal you'll all finetune it for your use case. With the small size it'll fit on a wide range of hardware and cost much less to finetune. You can try finetuning them yourself in a free colab in under 5 minutes
For picking a Gemma size this is a video I recorded for the 1b to 27b sizes earlier this year, 270m being the newest addition
https://www.youtube.com/watch?v=qcjrduz_YS8
Hacker News Disclaimer
I really like working at Google so with that; All my opinions here are my own, I'm a researcher so I'll largely focus on technical questions, and I'll share what I can.
canyon289, 8 hours ago
Hi all, I built these models with a great team. They're available for download across the open model ecosystem so give them a try! I built these models with a great team and am thrilled to get them out to you.
From our side we designed these models to be strong for their size out of the box, and with the goal you'll all finetune it for your use case. With the small size it'll fit on a wide range of hardware and cost much less to finetune. You can try finetuning them yourself in a free colab in under 5 minutes
For picking a Gemma size this is a video I recorded for the 1b to 27b sizes earlier this year, 270m being the newest addition
https://www.youtube.com/watch?v=qcjrduz_YS8
Hacker News Disclaimer
I really like working at Google so with that; All my opinions here are my own, I'm a researcher so I'll largely focus on technical questions, and I'll share what I can.
canyon289, 8 hours ago
YouTube
Which Gemma version is the right one for you?
Unlock the power of Google's Gemma 3 by selecting the right model for your project. Learn about the capabilities of each Gemma 3 size (27b, 12b, 4b, and 1b) and how to choose between pre-trained and instruction-tuned versions.
Chapters:
0:00 Introduction…
Chapters:
0:00 Introduction…
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Screenshot 2025-08-16 at 11.06.00.png
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Here are the great tools to visualize transformer based architectures
https://bbycroft.net/llm
https://poloclub.github.io/transformer-explainer/
https://bbycroft.net/llm
https://poloclub.github.io/transformer-explainer/
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doing something
https://youtu.be/L1E8yBqDGFk?feature=shared #nixos
Simpler way to run a NixOS server:
https://madison-technologies.com/install-nixos-on-digitalocean/
#nixos
https://madison-technologies.com/install-nixos-on-digitalocean/
#nixos
Madison Technologies
Install NixOS on DigitalOcean - Madison Technologies
A detailed sharing on how to install NixOS on DigitalOcean. This is a first in a series of posts that cover how to get up and running with NixOS.
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Amazon
Best performance and fastest memory with the new Amazon EC2 R8i and R8i-flex instances | Amazon Web Services
R8i and R8i-flex instances powered by Intel Xeon processors offer up to 15% better price performance, 20% higher performance, and 2.5 times more memory throughput compared to previous generations.