Axel ๐Ÿ‘จโ€๐Ÿ’ป Developer's Avatar

Axel ๐Ÿ‘จโ€๐Ÿ’ป Developer

@axelgarciak.bsky.social

๐Ÿ‘จโ€๐Ÿ’ป Software Engineer ๐Ÿ’พ Software minimalist/retro ๐Ÿค– AI tinkerer ๐Ÿ—๏ธ Building tech communities ๐Ÿ‡ช๐Ÿ‡บ UK ๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ‡ฉ๐Ÿ‡ช๐Ÿ‡ป๐Ÿ‡ช | Check bio: axelgarciak.com/bio

6,190 Followers  |  2,639 Following  |  681 Posts  |  Joined: 25.04.2023  |  1.7543

Latest posts by axelgarciak.bsky.social on Bluesky

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Qwen3-coder seems to be great ๐Ÿ‘€

22.07.2025 22:40 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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So many great announcements at Google I/O that is hard to put on a list.

I like Gemma 3n. They are decent lightweight models to run offline on smartphones.

They have 5B and 8B raw parameters but are comparable with the memory footprint of 2B to 4B models!

20.05.2025 20:38 โ€” ๐Ÿ‘ 6    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Many good releases from open and closed-source providers. I'm eagerly waiting for what DeepSeek is going to release.

01.05.2025 16:45 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Companies should release their AI models/LLM as soon as possible.

That way they don't have to compare themselves to Qwen3 or DeepSeek r2 and distill versions.

The more they wait, the more embarrassing it will be when they don't compare their model to those two. ๐Ÿ˜…

01.05.2025 16:18 โ€” ๐Ÿ‘ 7    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

They are good! Obviously not what you get from models like O4-mini, Claude 3.7 or Gemini 2.5 Pro.

But they are great for local use cases.

It's nice that they are hybrid, i.e: thinking can be deactivated.

Qwen2.5 was already the best in its class for a while! Hopefully we'll get a Coder fine-tune!

30.04.2025 23:22 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Qwen3 is the ultimate GPU-Poor LLM!

Qwen3 4B and 8B are good for many use cases. Even Qwen3 0.6B seems coherent.

Qwen3-30B-A3 can be run with 4GB VRAM with enough system RAM.

I ran it on 4GB VRAM and got 12tok/s!

30.04.2025 23:02 โ€” ๐Ÿ‘ 7    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Yeah benchmarks don't translate fully to real use cases. Claude is still king for coding.

12.03.2025 20:21 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Of course benchmarks will differ from real life use cases.

However, previous Gemma models were quite good relative to their size, so I'm sure Gemma 3 is really good!

12.03.2025 19:49 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Good to see smaller LLMs pushing the pareto frontier of size vs performance.

Gemma 3 27B by Google DeepMind was released with performance between DeepSeek V3 and R1.

OlympicCoder 7B by Hugging Face with better performance than Claude 3.7 in Olympiad-Level Programming Problems.

12.03.2025 19:49 โ€” ๐Ÿ‘ 9    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

It has been happening for a while before ChatGPT came out, but you're right in that it will accelerate.

19.01.2025 20:59 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

It is useful indeed, I use it every day, but it's far from being AGI or ASI.

19.01.2025 20:58 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The debate around AI is polarized: either it's taking our jobs tomorrow or it's just hype.

Anyone who's actually used AI for longer than a few minutes knows the truth is far less sensational.

19.01.2025 20:42 โ€” ๐Ÿ‘ 30    ๐Ÿ” 2    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 0

Debian or Fedora if you want mainstream distros.

14.01.2025 04:48 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I like that AMD has technologies that are more widely applicable, such as FSR, but as usual NVIDIA's is on the lead with the DLSS 4 technology.

13.01.2025 21:45 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Yeah frame interpolation is also cool. The key difference is that interpolation is reactive (analyzing past frames), DLSS is predictive (anticipating future frames).

13.01.2025 21:41 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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One of the coolest AI use cases I've read about recently is DLSS 4 for NVIDIA GPUs.

DLSS stands for Deep Learning Super Sampling.

Games use DLSS AI to predict multiple frames and improve image quality/upscaling.

That allows lower-spec GPUs to play at higher resolutions/FPS!

13.01.2025 21:07 โ€” ๐Ÿ‘ 14    ๐Ÿ” 1    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0

ncdu ftw!

13.01.2025 02:58 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Gotta account for those days when the OpenAI API is down ๐Ÿ˜

12.01.2025 15:18 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Dave is a 10xer.

12.01.2025 09:46 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Made-up tech news headline #1:

Tech CEO Replaces Dev Team with AI, Only to Be Ousted by Ex-Employee's AI-Powered SAAS One Month Later.

12.01.2025 07:04 โ€” ๐Ÿ‘ 19    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Interesting text-to-video model preserving transparency: TransPixar.

10.01.2025 10:05 โ€” ๐Ÿ‘ 23    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Agreed. To their credit, these newer GPUs have fp4 support whereas before you had to run at fp8 even when running fp4 calculations.

If you were to use fp4 exclusively, there is an advantage in speed from these newer GPUs.

If you use fp8 there is still an improvement but far less than advertised.

07.01.2025 14:05 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yeah, misleading marketing unfortunately.

07.01.2025 13:43 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Nvidia announced Project Digits, a personal AI supercomputer launching in May for $3K:

- Powered by GB10 Grace Blackwell Superchip.
- 128GB of unified memory.
- Can be linked to run bigger models.

It's kind of the Linux version of Mac Mini with 2x memory but 1.5x price.

07.01.2025 12:21 โ€” ๐Ÿ‘ 27    ๐Ÿ” 2    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

Hired!

04.01.2025 17:58 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Made-up tech role #27:
Senior Overengineer.

Why use one line of code when you can use 100?

- Turns simple tasks into complex microservices.
- Believes every app needs AI, blockchain, and a custom-built framework.
- Thinks โ€œscalabilityโ€ is more important than functionality.

04.01.2025 17:36 โ€” ๐Ÿ‘ 30    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Made-up tech role #26:
Agile Stand-Up Philosopher.

Turns 15-minute meetings into existential debates.

03.01.2025 06:38 โ€” ๐Ÿ‘ 43    ๐Ÿ” 6    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 2

Same. It's good to have the choice.

Interesting background by the way. I'm also a Chemical Engineer that transitioned to tech.

02.01.2025 12:18 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

It seems that BlueSky is becoming my main social media platform.

I seem to find more interesting content here and it is not a coincidence as the feeds are easy to customize.

02.01.2025 11:54 โ€” ๐Ÿ‘ 54    ๐Ÿ” 1    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0

I sometimes miss the simplicity of early web development.

No build tools, node.js, npm... just write code and see it work in the browser.

You could inspect the source and understand everything.

vue.js at least still makes it possible to write an app without a build system.

01.01.2025 22:27 โ€” ๐Ÿ‘ 56    ๐Ÿ” 0    ๐Ÿ’ฌ 12    ๐Ÿ“Œ 0

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