paneerchilli65

@shydev69 no izzat is better than having izzat

people who follow shydev in india get no izzat no matter how well you look. solving dsa questions is an achievement here.

@cneuralnetwork cs336

I came across this blog from Chip Huyen in 2022 where she discussed the ai courses to do. i feel they are relevant to this day! Here they are - STATS 202 :- data mining basics CS109 :- probability foundations CS231N :- computer vision DL CS224N :- NLP deep learning CS229 :- theoretical machine learning CS221 :- intro artificial intelligence CS228 :- probabilistic graphical models CS234 :- reinforcement learning CS238 :- decision theory RL CS224W :- graph machine learning CS246 :- large-scale data mining CS230 :- applied deep learning CS236 :- generative models EE263 :- linear dynamical systems CS336 :- robot perception CS103 :- discrete math foundations CS124 :- NLP basics CS223A :- robotics fundamentals i have done a few from here, would reccomend

@TickenChikkka 😂😂😂

So this happened :/

@khushaltwt leetgpu.com

CUDA krne ke liye GPU hi nhi h bc, U series lenovo intel laptop h 🤡

@NabhagMotivaras @Hi_Mrinal gold

@Hi_Mrinal coldemailing doesn't work in 2026. tbh best alternative to coldmailing this days is just join their discord server and talk about how to improve the product. easier way to directly talk to orgs entire team and caught the attention.

So I was one of many who bookmarked this post and thought to shoot my shot out of nowhere :p

@himanshustwts onsite😓😓

RL Env companies running ads to hire talent is timeline to me and i think we gonna see more of this coming

@chuyishang goldmine

Wrote a deep dive on implementing a language model from scratch in JAX and scaling it with distributed training! If you’re coming from PyTorch and want to see how the same ideas look in JAX, or just want a hands-on intro to distributed training, check out this blog post: chuyishang.com/blog/2026/jax-… Comes with code + an assignment and test cases so you can follow along!

@kmeanskaran demand forecasting for rl, slms for iot devices and intraday would become very good projects/products 😁

Before it's too late, learn any of these skills to become elite AI/ML Engineer: - Maths focused AI research - Data Engineering with distribution - AI Agents orchestration - Multi-GPU training - Inference optimization - Demand Forecasting with RL - MLOps and AgentOps - SLMs for IoT devices - Deployment on cloud - System Design for ML - Data drift detection - Rollback and task queues for ML - Backend for AI - Vision Transformers in IoT - Quant and Intraday using ML The most important skill is using minimal setup with high impact on business more than just ML metrics. Also, important part is just deliver projects within less span by iterative release.

@silicognition 4090 🤯

what rigs do y'all work on for ai research/dev? i'll start: 3090 Ti 24GiB VRAM on lab machine, 4090 8GiB VRAM on my laptop.

next on my list is training with muon from actual MuonWithAuxAdam and then with Muon with AdamW

code github.com/SwekeR-463/mic…

longer runs--> num-stories 50000, no of steps 100k, adamw after 6 failed runs the training worked for 2xt4s

@freshlimesofa bhai llama ke jagah qwen 3.5 hi use kar lete

I did something interesting today. A recent project that I worked on had a Text-to-SQL agent, While testing on local using Ollama, we used a 3B version of Llama that failed pretty bad at SQL gen despite a pretty good prompt (an 8B version did work tho) I took the 3B model and prepared a dataset of natural language vs SQL with respect to our database schema and decided to perform SFT with LoRA. The result was pretty good, it generated executable SQL queries apt to the schema. Will download the GGUF and hook it up to the application tomorrow, should work !!

@freshlimesofa Datasets #repos" target="_blank" rel="nofollow noopener">huggingface.co/TeichAI/datase…

@freshlimesofa github.com/TeichAI/datagen

How do i create good synthetic datasets ?

@shhrreeyyy 🤯🤯

@shreyasvaidya23 Congrats bhai

Khi to top 100 AIR aya 🫡

@striver_79 carrom + chinaman mix

Jadeja experimenting with a carrom ball - if you look closely.