CTRL + FUTURE๐Ÿ”ฅ
362 subscribers
374 photos
13 videos
2 files
126 links
Documenting my journey to becoming a Software Engineer
Python | Web Dev | Problem Solving
From beginner to developer ๐Ÿš€
Download Telegram
Forwarded from The Opcode
Kura benchmark repository is now public.

We are building Kura around a CPU-first approach to AI inference, using CPU, RAM, and NVMe as a coordinated execution system.

The goal is to investigate how large AI models can be executed under limited memory without depending entirely on GPU VRAM or requiring the complete model to reside in RAM.

The repository includes reproducible benchmarks, constrained-memory experiments, MoE workloads, and performance data from our ongoing development.

We are making the benchmark work public so the results and engineering decisions can be examined as Kura develops.

Repository:-
https://github.com/fraol163/kura-benchmarks
๐Ÿ”ฅ1
Forwarded from Birhan Nega
แˆฐแ‹Žแ‰ฝแ‹จ แ‹ญแ‰ฝแŠ• แ‰ฅแ‰ป แˆแŠ•แŒˆแˆซแ‰ฝแˆแˆ›แฃ แˆฐแ‹Žแ‰ฝ แˆŒแ‰ตแˆ แ‰€แŠ•แˆ แ‰ฅแˆˆแ‹ แˆˆแแ‰ฐแ‹ แ‹ˆแ‹ฐ แˆ…แˆแˆ›แ‰ธแ‹ แˆฒแ‰ƒแˆจแ‰ก แˆแ‰ฐแŠ“แ‹ แŠจแ แ‹ญแˆ‹แˆ แŠ แ‹ญแ‹ฐแˆแข แˆฉแŒซ แˆ‹แ‹ญ แŠซแ‹ซแ‰ฝแˆ แ‰ แŒฃแˆ แŠจแ‰ฃแ‹ฑ แˆแ‰ฐแŠ“ แ‹จแˆ˜แŒจแˆจแˆปแ‹ 100 แˆœแ‰ตแˆญ แˆ‹แ‹ญ แАแ‹แข แ‰ตแŠ•แ‹แˆฝ แŠฅแ‹ซแˆˆแ‰€แฃ แŒ‰แˆแ‰ แ‰ต แˆ˜แ‹›แˆ แŒ€แˆแˆฎ แแŒฅแАแ‰ต แŒแŠ• แŒแ‹ฐแ‰ณ แˆฒแˆ†แŠ• แŠ แˆตแ‰กแ‰ตแข

แ‰ แŠ แŠ•แ‹ต แ‹ˆแ‰…แ‰ต แŠขแŠ•แ‰ฐแˆญแŠ”แ‰ต แแˆˆแŒ‹ แ‰ขแˆฎ แˆณแ‹ตแˆญ แŠฅแŠ•แ‹ฐแАแ‰ แˆญ แАแŒแˆฌแ‹ซแ‰ฝแˆ แАแ‰ แˆญแฃ แŠ แˆแˆƒแˆแ‹ฑแˆŠแˆ‹แˆ… แ‹ซแŠ• แ‹ตแŠซแˆœแŠ• แŠ แˆ‹แˆ… แ‰†แŒฅแˆฎแˆแŠ แŠฅแАแ‹› แ‰€แŠ“แ‰ต แ‰ณแˆชแŠญ แˆ†แАแ‹‹แˆแข แŠ แˆแŠ• แ‹จแˆ›แ‹จแ‹ แŠฅแŠ” แ‹ซแŠ” แ‹ซแˆณแˆˆแแŠฉแ‰ตแŠ• แ‰ตแŒแˆ แ‹จแˆšแ‰ณแŒˆแˆ‰แ‰ตแŠ• แАแ‹แข แ‹ซแˆˆแˆแ‰ แ‰ต แ‹ซแ‹แ‰€แ‹‹แˆแข

แ‹ญแˆ„แŠ• แ‹ซแАแˆณแˆแ‰ตแฃ แ‹›แˆฌ แŒ แ‹‹แ‰ต แˆ›แ‹ญแŠญ แ‹จแŒปแˆแ‹แŠ• แ‰ฅแˆŽแŒ แˆณแАแ‰ฅ แ‰ตแ‹ แ‰ฅแˆŽแŠแข แˆ›แ‹ญแŠญ แ‹จ19 แŠ แˆ˜แ‰ต แˆแŒ… แАแ‹แข แ‹จแˆซแˆฑแŠ• แˆตแ‰ณแˆญแ‰ณแ• แŠจแŠฎแ‹แ‹แŠ•แ‹ฐแˆฉ แŒ‹แˆญ แ‰ แ‰ฅแ‹™ แŠฅแˆแˆ… แŠ แˆตแŒจแˆซแˆฝ แ‰ตแŒแˆ แ‹ณแˆญ แ‹ฐแˆญแˆถแˆ‹แ‰ธแ‹ แ‰ แŠ แŠ•แ‰ตแˆˆแˆญ 1.5 แˆšแˆŠแ‹ฎแŠ• แ‹ถแˆ‹แˆญ Valuation แˆ›แŒแŠ˜แ‰ต แ‰ฝแˆแˆแข แŠ แˆแŠ• แ‰ฝแŒแˆฉ แŠฅแ‹› แˆ„แ‹ถ แˆˆแˆ˜แŠ–แˆญ แ‹จแˆšแˆแˆแŒˆแ‹ แАแŒˆแˆญ แ‰€แˆ‹แˆ แŠ แˆแˆ†แАแˆˆแ‰ตแˆแข แŠฅแˆฑ แˆ›แŠ•แŠ•แˆ แ‹จแˆ˜แŒ แ‹จแ‰… แˆ€แˆณแ‰ฅ แŠ แˆแАแ‰ แˆจแ‹แˆแข แˆ‹แ‹ญแ แŠ แŠ•แ‹ณแŠ•แ‹ฐ แŠฅแŠ•แ‹ตแˆ… แАแ‹ แข แАแŒˆ แ‰ แˆšแˆŠแ‹ฎแŠ–แ‰ฝ แˆแ‰ณแŒˆแŠ™ แАแŒˆแˆญ แ‹›แˆฌ 50 แ‰ฅแˆญ แˆแ‰ตแ‰ธแŒˆแˆฉ แ‰ตแ‰ฝแˆ‹แˆ‹แ‰ฝแˆแข

แŠฅแŠ•แ‹ฐ แŠ แŠ•แ‹ต แ‹จแ‰ณแŠ“แŠ“แˆพแ‰น แŒ‰แ‹ณแ‹ญ แ‹จแˆšแ‹ซแˆณแˆตแ‰ แ‹ แ‰ฃแˆˆแˆ™แ‹ซ แ‹ซแ‹ˆแˆซแŠแŠ• แˆ‹แŒ‹แˆซแ‰ฝแˆแŠ“ แˆ˜แ‹ฐแŒˆแ แ‹จแˆšแ‰ฝแˆ แ‰ แˆ€แˆณแ‰ฅแˆ แ‰ แŒˆแŠ•แ‹˜แ‰ฅแˆ แˆแŠ•แ‹ฐแŒแˆแ‹ แ‹จแˆšแŒˆแ‰ฃ แˆแŒ… แАแ‹ แ‰ฅแ‹จ แŠ แˆตแ‰ฃแˆˆแˆแข แ‹จแ‰ แŠฉแˆŒแŠ• แ‰ แˆแˆˆแ‰ฑแˆ แˆˆแˆ›แŒˆแ‹ แˆžแŠญแˆฌแ‹ซแˆˆแˆแข

แ‰€แˆชแ‹แŠ• แŒแŠ• Over to you แ‰คแ‰ฐแˆฐแ‰ฅ
1๐Ÿ”ฅ2โค1
Forwarded from KeyCodes (Mฤฉftรฃh)
๐—ณ๐—ฒ๐—ฒ๐—น ๐—น๐—ถ๐—ธ๐—ฒ ๐—ถ๐˜? ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ.
๐—ฑ๐—ผ๐—ป'๐˜ ๐—ณ๐—ฒ๐—ฒ๐—น ๐—น๐—ถ๐—ธ๐—ฒ ๐—ถ๐˜? ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ.
๐˜๐—ถ๐—ฟ๐—ฒ๐—ฑ? ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ.
๐—น๐—ผ๐˜€๐˜? ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ.
๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜๐—ต๐—ถ๐—ป๐—ธ๐—ถ๐—ป๐—ด? ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ.
๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ฒ๐—ฐ๐˜ ๐—ฑ๐—ฎ๐˜† ๐—ผ๐—ฟ ๐—ฎ๐—ฏ๐˜€๐—ผ๐—น๐˜‚๐˜๐—ฒ ๐—ฐ๐—ต๐—ฎ๐—ผ๐˜€...
๐—ท๐˜‚๐˜€๐˜ ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ...

๐—œ๐—ณ ๐˜†๐—ผ๐˜‚ ๐˜„๐—ฎ๐—ป๐˜ ๐—ถ๐˜, ๐˜€๐˜๐—ผ๐—ฝ ๐—ณ๐˜‚**๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜€๐—ต๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐˜€๐˜๐—ฎ๐—ฟ๐˜ ๐—ฑ๐—ผ๐—ถ๐—ป๐—ด ๐—ถ๐˜!!!

๐——๐—ข ๐—ง๐—›๐—˜ ๐—ช๐—ข๐—ฅ๐—ž!!!

@KeyCoodes
โค4๐Ÿ”ฅ2
Morning lesson

At home, I rarely woke up early. I was too comfortable. ๐Ÿ˜ญ

Now at university, I wake up early, get ready, go eat breakfast, and start my day.

Maybe comfort doesnโ€™t always help us grow. Sometimes, leaving your comfort zone is exactly what you need to discover what youโ€™re capable of.

Take the risk - Get uncomfortable - Grow

#Lesson #uv

@CodebyLidia
โค17
Good Morning ๐Ÿ˜Š

Your Youth is a valuable season of life. Use your time, energy, and potenial wisely.

Don't get so distracted by today that you forget to build the future you want.

Your future self will thank youโค๏ธ

#Lesson

@CodebyLidia
โค10๐Ÿ”ฅ1
Officially registered for 3rd year, 1st semester ๐Ÿค

Now all I can say is ...wish me luck๐Ÿซถ

#university

@CodebyLidia
๐Ÿ”ฅ8โค1
Forwarded from Dawit [Grindy]
https://luma.com/ur7c2a9c
โ€‹WE MADE IT 90 DAYS.
โ€‹แ‹จ 90 แ‰€แŠ• Challenge แ‰  90 แ‹ฐแ‰‚แ‰ƒ

โ€‹โฐแŠฅแˆแ‹ต แˆ˜แˆตแŠจแˆจแˆ 24 , แŠจแˆแˆฝแ‰ฑ 2:30 - 4:00
Weโ€™re hosting our final meetup to celebrate the end this challenge the right way.

แˆแˆ‹แ‰ฝแˆแˆ แ‰ฐแŒ แˆญแ‰ณแ‰ฝแŠ‹แˆ แŠฅแŠ•แ‹ณแ‰ตแ‰€แˆฉ !
Everybody can join us

โ€‹๐Ÿ“… แŠฅแˆแ‹ต แˆ˜แˆตแŠจแˆจแˆ 24 2018 E.C
๐Ÿ“ Location: [Google Meet Link]
โฐ แˆฐแ‹“แ‰ต : October 4 2026 G.C แŠจแˆแˆฝแ‰ฑ 2:30 - 4:00
Donโ€™t explain or tell everyone what youโ€™re going through in life, even your family. Sometimes, the more attention and opinions you get, the less valuable the experience becomes to you.

First, try to handle things by yourself. See what you can learn, what you can achieve, and where it takes you. ๐Ÿ™Œ

@CodebyLidia
๐Ÿ”ฅ9๐Ÿค1
Forwarded from Dawit
Meet Our Special Guest โ€” Eyob Simachew


Eyob is a backend-focused full-stack developer with 3+ years of professional experience, delivering high-quality solutions for personal clients, as well as local and US-based companies.


If youโ€™ve come across his work, you already know. From his GitHub to his channel Tech Vibe, he consistently shares real insights on backend engineering, software best practices, and deep technical breakdowns through his well-known Article of the Day series.

What makes him different? He builds in public.


He shares his journey, his lessons, and even his real revenue transparently.

This is your chance to learn directly from a developer who is actually in the field and ask your own questions during the live Q&A.

Register here
 
โ€‹แ‹จ 90 แ‰€แŠ• Challenge แ‰  90 แ‹ฐแ‰‚แ‰ƒ

โ€‹โฐแŠฅแˆแ‹ต แˆ˜แˆตแŠจแˆจแˆ 24 , แŠจแˆแˆฝแ‰ฑ 2:30 - 4:00
Forwarded from Dawit
Dawit
Meet Our Special Guest โ€” Eyob Simachew Eyob is a backend-focused full-stack developer with 3+ years of professional experience, delivering high-quality solutions for personal clients, as well as local and US-based companies. If youโ€™ve come across his workโ€ฆ
Tomorrow along with our special guest program featuring Eyob Simachew, a backend-focused full-stack developer, weโ€™ll also have:

โ€ข A celebration of our 90-day journey
โ€ข Recognition of consistent participants
โ€ข A live Q&A session
โ€ข Time to connect with fellow challengers

Register here
Choose yourself firstโค๏ธ

Work on yourself, protect your peace, build your future, learn to say no when necessary.

Choosing yourself doesnโ€™t mean youโ€™re selfish it means you understand your worth. Self-love is not about putting others down; itโ€™s about not forgetting yourself while caring for others.


Have a blessed Sunday! ๐Ÿ™

@CodebyLidia
๐Ÿ”ฅ7๐Ÿ‘2
Forwarded from ZTS
I'm a software developer from Ethiopia, and honestly, I'm struggling.


I've spent years learning to code, graduated with a BSc in IT, built projects, worked with clients, and kept trying to find my place in this industry.

I know React, JavaScript, Node.js, Python, and Flask. I've built web applications, worked on real projects, and have a portfolio:
๐Ÿ”—https://meareg.tech/?v=2

But right now, I'm struggling to find consistent paid work. I've applied for jobs, reached out to people, and tried different approaches. It's been exhausting.

I'm not posting this because I want sympathy. I'm posting because I genuinely need an opportunity.
I'm available for paid development work immediately , fixing bugs, building frontend features, developing web applications, or helping a team ship a product.

Remote or on-site. Full-time, contract, or freelance.
If you're hiring a junior developer, need help with a project, or know someone I should speak to, please reach out. Even a referral or introduction could make a real difference.

I'm ready to work, learn, and prove myself.

If you can't offer work yourself, sharing this with someone who might be able to help would mean a lot.
Thank you for reading. ๐Ÿ™

Meareg Teame
๐Ÿ”ฅ8
First day First class๐Ÿ˜‚ketawet๐Ÿคญ

@CodebyLidia
๐Ÿ˜2
Whenever I see Baziโ€™s videos with her brother, I remember my brother and all the nonsense he does to me ๐Ÿ˜ญ๐Ÿ˜‚

By the way, if you donโ€™t have an older brother, you really donโ€™t know what youโ€™re missing ๐Ÿคฃโค๏ธ

@CodebyLidia
๐Ÿ˜6๐Ÿ”ฅ1
One fresh asked me what a credit hour is at my university, and is it the actual time we spend learning? like, do we learn Applied Mathematics for 4 hours, so thatโ€™s 4 credit hours? ๐Ÿคฃ i canโ€™t fr ๐Ÿ˜ญ

@CodebyLidia
๐Ÿ˜6
She's a grade 5 student at ASTU Community School. She came to me asking a question, and i explained it to her๐Ÿ˜ญnow she's the one explaining it back to me.๐Ÿ˜‚๐Ÿ˜ญI think need go back to grade 5

@CodebyLidia
๐Ÿ˜4โค2๐Ÿ˜ญ1