Community Q&A

I am trying to fine-tune a Llama 2 7B model using PEFT and LoRA, but I keep hitting a CUDA OOM error on my 24GB VRAM GPU. What batch size or gradient accumulation steps should I use?

pytorchllmcuda

alex_mlasked 1 hour ago

I have a CSV with 50 million rows. Using simple pandas dropna() or fillna() takes too long and crashes my RAM. Any tips on optimizing this?

pandasdata-cleaningoptimization

data_ninjaasked 3 hours ago

I am building a dashboard and I'm confused about when to use 'use client' versus just doing async fetching directly in the component. What is the best practice for SEO and performance?

nextjsreactstrapi

web_dev_dudeasked 5 hours ago