Why always process taking only around 50% of vram

Need urgent help. My important data is stuck in pod. Right now, alert is issued on it.
IS ANYONE POD STILL UNUSABLE? IT HAS BEEN 18 HRS FOR ME

Fixing CPU bottlenecks on the EPYC 9354
switch jupyter notebook kernel to conda environment
Fixing I/O Issues & Note To Runpod Support
Getting root access to install tools like NVIDIA NSight Systems
How to sync faster 2 network volumes across regions using Global Networking or S3?
JupyterLab and ComfyUI - Stable
Runpod can't access endpoint huggingface
My pod is not able to connect to postgres anymore. It was working fine till yesterday
how to persist volume for pod?
H100 generation issue and lora downloads failing
data from my network volume gone!
network volume not persisting, help!
Unable to start a pod with GPU
Pod connect tab says: No support for SCP & SFTP
Failed to initialize NVML: Unknown Error
Unable to download the trained lora
Charged overnight for terminated pad