I’ve got some updates to share! 🚀
1️⃣ I’ve launched a new YouTube channel — Limitless Gradient 🎨
You can now listen to all previous episodes there! 🎧
2️⃣ I’ve also uploaded a few of my talks in Farsi 🇮🇷 — check them out if you’re curious! 🎬
3️⃣ A new podcast episode is out, this time in video format 🎥
- It includes extra context as text on screen, pictures, and more.
- I’ll be bringing back the robotic voice 🤖 soon — just need a bit of time to figure out some new Linux-y workflows 🐧
1️⃣ I’ve launched a new YouTube channel — Limitless Gradient 🎨
You can now listen to all previous episodes there! 🎧
2️⃣ I’ve also uploaded a few of my talks in Farsi 🇮🇷 — check them out if you’re curious! 🎬
3️⃣ A new podcast episode is out, this time in video format 🎥
- It includes extra context as text on screen, pictures, and more.
- I’ll be bringing back the robotic voice 🤖 soon — just need a bit of time to figure out some new Linux-y workflows 🐧
I'm uploading the audio-only version here, tomorrow you will get the video+audio version in yt!
Randrange Podcast
https://www.youtube.com/watch?v=DSZVRN2ivsk&list=PLQz-Iqpj_PXNZfSPDg-HxNFMup0kHTxRJ
Playlist of Randrange on YT, soon the new episode will drop there as well.
Okay I have enough energy to say this now
I have a video ready to upload, edited and everything, but the internet is so bad I just couldn't for days upon days. My inconsistency ain't my laziness or ADHD or OCD or Autism this time fellas
Wishing you all health, will, happiness and success, and I'll wish myself the same stuff + internet :)
Happy new year as well, I forgot to tell y'all that one! It wasn't that happy in Iran
I have a video ready to upload, edited and everything, but the internet is so bad I just couldn't for days upon days. My inconsistency ain't my laziness or ADHD or OCD or Autism this time fellas
Wishing you all health, will, happiness and success, and I'll wish myself the same stuff + internet :)
Happy new year as well, I forgot to tell y'all that one! It wasn't that happy in Iran
❤3
Meanwhile, watch this if you wanna learn about attention till MLA
https://youtu.be/NlDQUj1olXM
https://youtu.be/NlDQUj1olXM
YouTube
Multi-Head Latent Attention From Scratch | One of the major DeepSeek innovation
In this lecture, we learn about of the main innovations made by DeepSeek: The Multi Head Latent Attention Mechanism.
We have divided the lecture into the following 7 parts:
(1) KV Cache
(2) Multi-Query Attention (MQA)
(3) Grouped-Query Attention (GQA)…
We have divided the lecture into the following 7 parts:
(1) KV Cache
(2) Multi-Query Attention (MQA)
(3) Grouped-Query Attention (GQA)…
Forwarded from AARMN The Limitless
YouTube
How Not to Waste VRAM: LLM Quantization (Persian/Farsi)
This is the "LLM and Quantization" Lecture, Conducted by Guilan University on Research Week.
We go from What, to Why, to How. I break down why your GPU is screaming when you run local LLMs, and how quantization is the cheat code that makes AI accessible…
We go from What, to Why, to How. I break down why your GPU is screaming when you run local LLMs, and how quantization is the cheat code that makes AI accessible…
I could finally upload my talk on LLM & Tokenization in youtube! It's persian, but pinky promise, the next video will be English, probably on either of the following topics
1. LoRA, VeRA and DoRA
2. Muon optimizer
3. Some deepseek related stuff
4. An English version to my Persian conferences with some extra material added
1. LoRA, VeRA and DoRA
2. Muon optimizer
3. Some deepseek related stuff
4. An English version to my Persian conferences with some extra material added
In my Operating Systems course (as TA), I assigned a semester project: implement a modified CFS scheduler variant which I called ALFS (Anushiravan-level Fair Scheduler), this varient uses a min-heap instead of a red-black tree. The change makes it harder to copy while adding some fun.
One of my good friends, and in this sem, students, Sepehr, took it far beyond expectations, specially considering current semester incidents. He implemented ALFS in Zig and built an impressive repository that brings the idea to life.
I'm sharing this with pride—seeing a project that started as a lighthearted, somewhat meme-like concept evolve into the increasingly realistic ALFS feels incredibly rewarding. There is surely lots of room for improvement and a few bad choices of DS, but overall, seeing projects like this keep academic work interesting.
https://github.com/Alireza-Sobhdoost/ALFS-ZIG
One of my good friends, and in this sem, students, Sepehr, took it far beyond expectations, specially considering current semester incidents. He implemented ALFS in Zig and built an impressive repository that brings the idea to life.
I'm sharing this with pride—seeing a project that started as a lighthearted, somewhat meme-like concept evolve into the increasingly realistic ALFS feels incredibly rewarding. There is surely lots of room for improvement and a few bad choices of DS, but overall, seeing projects like this keep academic work interesting.
https://github.com/Alireza-Sobhdoost/ALFS-ZIG
GitHub
GitHub - Alireza-Sobhdoost/ALFS-ZIG: A high-performance, event-driven CPU scheduler written in Zig. Designed to replace the standard…
A high-performance, event-driven CPU scheduler written in Zig. Designed to replace the standard Red-Black Tree approach with a Min-Heap for better O(1) access and load balancing on modern Big.LITTL...
❤1
I also like to have a chat with any of my friends or fellow rangers who happen to know a ton about ViTs and Few Shot Classification using Latent generation, or know sb which worked/knows these typa things
Holy mother of databases
https://youtu.be/C7gJ_UxVnSk
https://youtu.be/C7gJ_UxVnSk
YouTube
1000x faster than your database - SpacetimeDB 2.0
Star the repo on GitHub!
https://github.com/clockworklabs/SpacetimeDB
My Twitter: https://x.com/TylerFCloutier
Our Twitter: https://x.com/spacetime_db
Our Discord: https://discord.gg/spacetimedb
Website: https://spacetimedb.com
Referral Program: https:…
https://github.com/clockworklabs/SpacetimeDB
My Twitter: https://x.com/TylerFCloutier
Our Twitter: https://x.com/spacetime_db
Our Discord: https://discord.gg/spacetimedb
Website: https://spacetimedb.com
Referral Program: https:…
🔥1
Mercury 2, A diffusion based LLM
https://youtu.be/Bqdf6Um_8OE
https://youtu.be/Bqdf6Um_8OE
YouTube
Mercury 2: The First Diffusion Model That 'Thinks'"
In this video, I test Inception's new Mercury 2, a diffusion-based large language model that introduces reasoning capabilities and generates text at 1,000 tokens per second. I demonstrate its speed and instruction-following through coding tests, and then…
❤1👍1
Forwarded from Sadra Codes
میبینم این روزها خیلی از بچهها دارن از یک دورهی سخت عبور میکنن. گفتم شاید بد نباشه کمی دربارهش حرف بزنیم.
برنامهنویس بودن ــ و کلاً کار کردن در حوزهی تکنولوژی ــ در کشوری مثل ایران، واقعاً از سختترین انتخابهاست. سالها با این جملهی کلیشهای که «آدم توی محدودیتها ستاره میشه» خودمون رو قانع کردیم و چشمهامون رو روی خیلی از واقعیتها بستیم.
اما واقعاً منظور از ستاره شدن چی بود؟
اینکه برای دیدن ۵ دقیقه ویدئو توی یوتیوب، یک ساعت درگیر پروکسی، VPN، تانل و هزار و یک داستان و کوفت و زهرمار باشی؟
اینکه به اینترنت آزاد دسترسی نداشته باشی؟
اینکه دستت از شبکههای پرداخت بینالمللی کوتاه باشه؟
ولی واقعاً لازم بود مادربزرگ من تو این سن دنبال سرور خارجی و کانفیگ باشه؟ 🙃
گاهی که به گذشته فکر میکنم، میبینم برای رد شدن از بعضی بنبستها و محدودیتها، چه ترفندهایی که نزدم. تازه الان میفهمم اون موقعها چقدر پشتکار و صبوری خرج کردم. چقدر علاقه داشتم که حاضر بودم برای چند دقیقه یاد گرفتن، ساعتها با فیلترینگ و محدودیت بجنگم.
مطمئنم خیلی از شما هم تجربههای مشابهی داشتید؛
چه در نرمافزار، چه در صنفها و شغلهای دیگه.
و در آخر، فقط اینو میخوام یادآوری کنم:
به کم قانع نباشید.
به حقتون قانع باشید.
قبل از ورود به هر کاری، حق و حقوقمون رو بدونیم.
نور بر تاریکی پیروز است.
برنامهنویس بودن ــ و کلاً کار کردن در حوزهی تکنولوژی ــ در کشوری مثل ایران، واقعاً از سختترین انتخابهاست. سالها با این جملهی کلیشهای که «آدم توی محدودیتها ستاره میشه» خودمون رو قانع کردیم و چشمهامون رو روی خیلی از واقعیتها بستیم.
اما واقعاً منظور از ستاره شدن چی بود؟
اینکه برای دیدن ۵ دقیقه ویدئو توی یوتیوب، یک ساعت درگیر پروکسی، VPN، تانل و هزار و یک داستان و کوفت و زهرمار باشی؟
اینکه به اینترنت آزاد دسترسی نداشته باشی؟
اینکه دستت از شبکههای پرداخت بینالمللی کوتاه باشه؟
ولی واقعاً لازم بود مادربزرگ من تو این سن دنبال سرور خارجی و کانفیگ باشه؟ 🙃
گاهی که به گذشته فکر میکنم، میبینم برای رد شدن از بعضی بنبستها و محدودیتها، چه ترفندهایی که نزدم. تازه الان میفهمم اون موقعها چقدر پشتکار و صبوری خرج کردم. چقدر علاقه داشتم که حاضر بودم برای چند دقیقه یاد گرفتن، ساعتها با فیلترینگ و محدودیت بجنگم.
مطمئنم خیلی از شما هم تجربههای مشابهی داشتید؛
چه در نرمافزار، چه در صنفها و شغلهای دیگه.
و در آخر، فقط اینو میخوام یادآوری کنم:
به کم قانع نباشید.
به حقتون قانع باشید.
قبل از ورود به هر کاری، حق و حقوقمون رو بدونیم.
👍1