Dawid Ostrowski's Avatar

Dawid Ostrowski

@avedave.com

Developer Relations, AI, Local LLMs, Technology, Startups, Dup15q, Rare Diseases, Genetics, Switzerland, Poland, Google

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20.01.2025
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Latest posts by Dawid Ostrowski @avedave.com

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It's been a real pleasure to share the most recent updates about Google's AI models and products during the Tarnow Tech Community meetup in my hometown :)

26.12.2025 20:22 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I created Intereval - a command-line tool designed to streamline the evaluation and comparison of Large Language Models (LLMs) available locally through Ollama.

- Interactively test prompt against multiple models.
- Test multiple prompts against the same model
github.com/avedave/inte...

11.09.2025 20:37 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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A few benchmarks of running various models on my 2 x NVIDIA RTX 5060ti 16GB setup.

Results (Model, Total Duration, Response Processing)
Gemma:
- 1B (0m:4s, 212 t/s)
- 4B (0m:8s, 108 t/s)
- 12B (0m:18s, 44 t/s)
- 27B (0m:42s, 22 t/s)
DeepSeek R1 70B (7m:31s, 3.04 t/s)

20.08.2025 22:55 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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7 years, -40kg (-88lbs)

Today marks a special milestone on my journey towards a healthier life!

If you are interested in learning how I did it, leave a comment. I might turn my notes into an actual PDF and share with you.

08.07.2025 20:27 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
KEYNOTE: The Bioweapons Are Coming
KEYNOTE: The Bioweapons Are Coming YouTube video by World Summit AI

Very insightful talk! How AI and synthetic biology can be used for a lot of good, but also cause harm - and what precautions we can take as a society.

07.07.2025 08:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Intensive but rewarding week in Berlin! 3 events, keynote highlight of the project I'm involved in, MC-ing AI stage, leading feedback roundtables but most importantly, reconnecting with the team and the community!

27.06.2025 05:52 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I love being a host, so it was a real pleasure to be the host and MC at the AI Stage of Google I/O Connect Berlin event!

25.06.2025 12:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Google I/O Connect Berlin begins!!!

25.06.2025 08:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

While you were all busy with making Gemini 2.5 Generally Available, I delivered a Build with AI workshop in Hamburg on ADK + Cloud Run. (Partially based on your article, so thank you!) :)

18.06.2025 06:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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As I delivered a workshop on ADK + Cloud Run in Hamburg yesterday, the rest of Google decided to make Gemini 2.5 Pro and Flash Generally Available! Yay! There's also a new Gemini Flash-Lite available in preview

18.06.2025 06:50 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I had a chance to host at Google an incredible event - 4th Polish Economic and Technology Forum in Switzerland! On top of leading a panel, I also had a chance to deliver a workshop showcasing Google's AI models and tools!

28.05.2025 20:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Stay tuned for Gemma updates!

18.05.2025 16:38 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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Solid crowd today at the GDG Cloud Zurich!

15.05.2025 16:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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Run Gemma 3 27B on your desktop GPU πŸ”₯

Our new QAT-optimized int4 models slash VRAM needs (54GB -> 14.1GB) while maintaining quality.

Now accessible on consumer cards like the NVIDIA RTX 3090 via ollama, hugging face, lmstudio, kaggle and llama.cpp

developers.googleblog.com/en/gemma-3-q...

18.04.2025 16:09 πŸ‘ 41 πŸ” 6 πŸ’¬ 6 πŸ“Œ 0
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We will see about that! πŸ˜†

19.04.2025 05:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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How to Run Gemma 3 Locally with Docker Model Runner | Docker Explore how to run Gemma 3 models locally using Docker Model Runner, alongside a Comment Processing System as a practical case study.

Simplify running Gemma 3 locally! 🐳+πŸ’Ž

Docker now supports Gemma 3 via the Docker Model Runner. Learn how to leverage these powerful models on your machine using familiar tools. Great for dev/testing!

www.docker.com/blog/run-gem...

16.04.2025 11:00 πŸ‘ 19 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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If you are an individual domiciled in, or a company with a principal place of business in the European Union, make sure to check with your lawyers the Llama 4 Use Policy: www.llama.com/llama4/use-p...

07.04.2025 07:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
AMP 69: GDE Deep Dive: Building a Program That Developers Love by Dawid Ostrowski
AMP 69: GDE Deep Dive: Building a Program That Developers Love by Dawid Ostrowski YouTube video by NG Poland Conf

I had the pleasure to be a guest of the Angular Master podcast led by the famous @ngkalbarczyk.bsky.social
We talked about the Google Developer Experts program and Developer Relations in general. Lots of fun!
www.youtube.com/watch?v=fHjZ...

31.03.2025 11:21 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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TxGemma is a collection of open models designed to improve the efficiency of therapeutic development by leveraging the power of LLMs! Trained to assist throughout the entire discovery process, from identifying promising targets to helping predict clinical trial outcomes.
Learn more: bit.ly/3E14JP1

28.03.2025 14:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Gemini 2.5 Pro is out there and you should really try it in Google's AI Studio.
What used to be a full-weekend project can now be generated within seconds!
My prompt: "p5js (no HTML) colorful implementation of the game of life"
Worked on the first attempt :)

26.03.2025 16:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I had a great time hosting "Shaping the future" event and learning from the top industry experts about Legal, Tax and Regulatory Insights in New Technologies

26.03.2025 14:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Polish Large Language Model (PLLuM) na Google Cloud
Polish Large Language Model (PLLuM) na Google Cloud YouTube video by Remigiusz Samborski

Śliwka w chmurze! ☁️ Zobacz, jak uruchomiΔ‡ Polish Large Language Model (PLLuM) na Google Cloud. MΓ³j nowy film - www.youtube.com/watch?v=fJcC...

#PLLuM #GoogleCloud #AI #ML #LLM

25.03.2025 08:03 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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πŸ“ Friendly reminder that Google Meet can automatically transcribe, summarize, and identify action items in your meetings (no plug-ins required):

24.03.2025 15:44 πŸ‘ 12 πŸ” 1 πŸ’¬ 2 πŸ“Œ 1
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Full house at the GDG Cloud Zurich event yesterday!

21.03.2025 08:12 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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It's nice to see out-of-the box Gemma 3 27B to be leading the pack for the Polish LLM mt-bench-pl benchmark :)

20.03.2025 16:25 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1
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I recorded a video on how to run Gemma 3 locally on a laptop, but the procedure is so simple, that an animated GIF is a better format :)

1. Download Llama: ollama.com
2. Install Llama
3. Pull Gemma 3 1B from the repository: ollama pull gemma3:1b
4. Run the model locally: ollama run gemma3:1b

20.03.2025 13:58 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Gemma 3 was announced on March 12th, at a very nice event in Paris :) I led a feedback session with the product team :)

Details:
- 1B, 4B, 12B, 27B sizes
- support for 140+ languages
- multimodal inputs
- 128k context window
- currently the best model that can run on a single GPU or TPU

16.03.2025 20:57 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1