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Dev Yadav

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Joined on Mar 17, 2026

Dev Yadav

Apr 4

The Demo Was One User. Then Batch Size Became Real.

#llm #batching #inference #serving

2 min read

Dev Yadav

Apr 4

4-bit Quantization Does Not Make VRAM Problems Go Away

#llm #quantization #vram #inference

2 min read

Dev Yadav

Apr 3

KV Cache Is Why Your Model Fit Until It Did Not

#llm #kvcache #ai #inference

1 min read

Dev Yadav

Apr 3

7B Parameters Does Not Mean 8GB VRAM Is Enough

#llm #vram #ai #inference

2 min read

Dev Yadav

Apr 2

The Model Was Cheap. The Retries Became the Bill.

#gpu #ai #inference #machinelearning

1 min read

Dev Yadav

Apr 2

The Tutorial Used Tiny Prompts. Your Real Prompts Did Not.

#llm #gpu #ai #inference

1 min read

Dev Yadav

Apr 1

Your LoRA Fit Yesterday. Today the Dataset Did Not.

#finetuning #lora #gpu #ai

1 min read

Dev Yadav

Apr 1

The Demo Worked on a 7B Model. Production Traffic Changed the Math.

#inference #gpu #ai #machinelearning

1 min read

Dev Yadav

Apr 1

The Cheapest GPU Looked Smart. Then the Job Took All Night.

#gpu #ai #cloud #machinelearning

1 min read

Dev Yadav

Apr 1

Your Model Loaded Fine. Then Context Length Broke the GPU Plan.

#llm #gpu #ai #machinelearning

1 min read

Dev Yadav

Mar 27

Kaggle Gave You 12 Hours. Your Training Job Needed More.

#kaggle #machinelearning #ai #gpu

1 min read

Dev Yadav

Mar 27

The Tutorial Says Run It Locally. Your Laptop Says No.

#ai #opensource #machinelearning #gpu

1 min read

Dev Yadav

Mar 26

Your Fine-Tuning Job Works. Then VRAM Says No.

#finetuning #llm #ai #gpu

1 min read

Dev Yadav

Mar 26

Google Colab Keeps Crashing. Here Is What People Use Next.

#ai #machinelearning #python #gpu

1 min read

Dev Yadav

Mar 25

Which GPU Should You Rent for Fine-Tuning?

#gpu #finetuning #llm #ai

1 min read

Dev Yadav

Mar 25

RTX 4090 vs A100: Which GPU Should You Rent for AI Work?

#gpu #ai #machinelearning #hardware

1 min read

Dev Yadav

Mar 21

You're Probably Comparing GPU Rentals the Wrong Way

#gpu #pricing #cloud #machinelearning

1 min read

Dev Yadav

Mar 21

The Most Expensive Part of GPU Rentals Usually Isn't the GPU

#gpu #pricing #cloud #ai

1 min read

Dev Yadav

Mar 21

Most AI Teams Don't Need an H100

#gpu #ai #llm #machinelearning

1 min read

Dev Yadav

Mar 20

The Cheapest GPU Rental Can Cost You More

#gpu #pricing #cloud #ai

1 min read

Dev Yadav

Mar 20

Don't Rent an H100 Until You Check This

#gpu #ai #llm #machinelearning

1 min read

Dev Yadav

Mar 20

Stop Overpaying for GPU Rentals (Check These 5 Things First)

#gpu #machinelearning #cloud #pricing

1 min read

Dev Yadav

Mar 19

GPU Rental Service: How to Choose the Right Provider

#gpu #cloud #devops #guide

1 min read

Dev Yadav

Mar 19

Nvidia GPU Rental: H100, A100, RTX 4090 Explained

#nvidia #gpu #ai #hardware

1 min read

Dev Yadav

Mar 19

Best GPU Rental for AI Training in India

#ai #machinelearning #gpu #llm

2 min read

Dev Yadav

Mar 19

GPU Rental Prices: AWS vs GCP vs Lumino Comparison

#gpu #aws #gcp #comparison

1 min read

Dev Yadav

Mar 19

GPU Rental India: Complete Pricing Guide 2026

#gpu #ai #india #cloud

2 min read

Dev Yadav

Mar 17

Lumino Cloud - Affordable GPU rentals for AI/ML in India

#ai #gpu #webdev #productivity

1 min read

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