Error "sharded is not supported for AutoModel" when deploying on sagemaker endpoint
#22
by
LorenzoCevolaniAXA
- opened
Hello,
I have been trying to deploy this model into a Sagemaker endpoint using the standard procedure.
I always end up getting the following error:
Traceback (most recent call last):
File "/opt/conda/bin/text-generation-server", line 8, in <module>
sys.exit(app())
File "/opt/conda/lib/python3.10/site-packages/typer/main.py", line 311, in __call__
return get_command(self)(*args, **kwargs)
File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
return self.main(*args, **kwargs)
File "/opt/conda/lib/python3.10/site-packages/typer/core.py", line 778, in main
return _main(
File "/opt/conda/lib/python3.10/site-packages/typer/core.py", line 216, in _main
rv = self.invoke(ctx)
File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
return __callback(*args, **kwargs)
File "/opt/conda/lib/python3.10/site-packages/typer/main.py", line 683, in wrapper
return callback(**use_params) # type: ignore
File "/opt/conda/lib/python3.10/site-packages/text_generation_server/cli.py", line 89, in serve
server.serve(
File "/opt/conda/lib/python3.10/site-packages/text_generation_server/server.py", line 235, in serve
asyncio.run(
File "/opt/conda/lib/python3.10/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/opt/conda/lib/python3.10/asyncio/base_events.py", line 636, in run_until_complete
self.run_forever()
File "/opt/conda/lib/python3.10/asyncio/base_events.py", line 603, in run_forever
self._run_once()
File "/opt/conda/lib/python3.10/asyncio/base_events.py", line 1909, in _run_once
handle._run()
File "/opt/conda/lib/python3.10/asyncio/events.py", line 80, in _run
self._context.run(self._callback, *self._args)
> File "/opt/conda/lib/python3.10/site-packages/text_generation_server/server.py", line 196, in serve_inner
model = get_model(
File "/opt/conda/lib/python3.10/site-packages/text_generation_server/models/__init__.py", line 375, in get_model
raise NotImplementedError("sharded is not supported for AutoModel")
It seems weird because sharded is not supported for AutoModel looks to me like some sort of compatibility issue.
Do you have some more insights?
I am using a machine with 8 GPUs, which seems a little large, ml.g5.48xlarge
And I am using the latest TGI container:
huggingface-pytorch-tgi-inference:2.1.1-tgi1.4.2-gpu-py310-cu121-ubuntu22.04-v1.0
Any idea of how to get around this error?
thanks