/u/vast_ai on Attempting to run pre-trained model on VastAI throws RuntimeError: CUDA error: device-side assert triggered

U

/u/vast_ai

Guest
This error usually means there’s a mismatch between what the model or PyTorch expects and the input data/versions on the GPU. First, verify your environment: make sure PyTorch, CUDA, and transformers are installed in compatible versions. Next, try setting CUDA_LAUNCH_BLOCKING=1 to get a more detailed traceback. Also test with shorter input to ensure you’re not exceeding the model’s max token limit. Finally, confirm that your GPU driver and compute capability on Vast.ai match what PyTorch requires, because sometimes older GPUs or mismatched drivers trigger β€˜device-side assert’ errors.

For faster help, click on the chat support button in the bottom right. We typically can get back to you in a few minutes to help troubleshoot what is happening.

Continue reading...
 


Join 𝕋𝕄𝕋 on Telegram
Channel PREVIEW:
You must log in or register to reply here.
Back
Top