python

HuggingFace Model Too Large for GPU

torch\.cuda\.OutOfMemoryError.*loading.*model

Fixes

1.Load with device_map='auto' for automatic sharding
2.Use load_in_8bit=True or load_in_4bit=True with bitsandbytes
3.Load to CPU first then move specific layers to GPU

huggingfacemodeloom

Related Errors

Asyncio event loop already running

RuntimeError: This event loop is already running

•Use nest_asyncio.apply() to allow nested event loops
•Use asyncio.run_coroutine_threadsafe() instead of asyncio.run()

Coroutine never awaited

RuntimeWarning: coroutine '.*' was never awaited

•Add 'await' before the coroutine call
•Use asyncio.create_task() to schedule the coroutine

Asyncio task was cancelled

asyncio\.CancelledError

•Handle CancelledError in try/except within the task
•Use asyncio.shield() to protect critical sections from cancellation