slai-labs / get-beam Goto Github PK

The fine-tuning script provided does not work with custom datasets. It appears there is a bug related to PEFT. The InvalidHeaderDeserialization message has been reported by other users. Strangely, the recommended changes of not calling torch.compile didn’t work for me. However, after looking at this comment I removed the following code and training completed successfully.

In this replit-code, I feel the model is not being moved to GPU:
https://github.com/slai-labs/get-beam/blob/main/examples/replit-code/replit-code.py

Also the cache_dir is not being used in the instantiation of AutoModelForCausalLM

Please correct me if I am wrong

The install documentation has a curl command to install beam, which is also used to update beam. (https://docs.beam.cloud/getting-started/installation)

The Mac/Linux and Windows instructions include only that curl command to install, and does not include the instructions to install the python cli:

python3 -m pip install --upgrade beam-sdk

The uninstall instructions do mention the beam-sdk, so the install instructions were just missed.

To replicate:

curl https://raw.githubusercontent.com/slai-labs/get-beam/main/get-beam.sh -sSfL | sh
python> import  beam

ModuleNotFoundError: No module named 'beam'

To verify the fix:

curl https://raw.githubusercontent.com/slai-labs/get-beam/main/get-beam.sh -sSfL | sh
python3 -m pip install --upgrade beam-sdk
python
python> import  beam

I am having tons of problems ---
last are

beam-sdk was not found using "python3 -m pip freeze | grep beam-sdk"... Proceeding to install beam-sdk into the environment

! App file 'app.py' not found.

Can someone help please?

Thanks I am justtrying to follow your instructions - https://github.com/slai-labs/get-beam/tree/main/examples/t5- but it seems much harder than it seemed --- :D

Running beam to deploy T5+ :
(venv) [XXX@gpu-server codeT5+]$ beam deploy app.py
Traceback (most recent call last):
File "", line 1, in
ModuleNotFoundError: No module named 'importlib.metadata'
! beam-sdk was not found using "python3 -m pip freeze | grep beam-sdk"... Proceeding to install beam-sdk into the environment
Requirement already satisfied: beam-sdk in ./venv/lib/python3.6/site-packages (0.1.0)
Traceback (most recent call last):
File "/usr/lib64/python3.6/runpy.py", line 183, in _run_module_as_main
mod_name, mod_spec, code = _get_module_details(mod_name, _Error)
File "/usr/lib64/python3.6/runpy.py", line 109, in _get_module_details
import(pkg_name)
File "/home/XXX/llm/codeT5+/venv/lib64/python3.6/site-packages/beam/init.py", line 24, in
_config = Config.resolve()
File "/home/XXX/llm/codeT5+/venv/lib64/python3.6/site-packages/beam/config.py", line 164, in resolve
raise RuntimeError('Unable to locate config file')
RuntimeError: Unable to locate config file
! Invalid app definition.
Usage:
beam deploy [filename.py:function_name] [flags]

Flags:
-h, --help help for deploy
-p, --profile string Authenticate with a specific beam profile. (default "default")

(venv) [XXX@gpu-server codeT5+]$ uname -a
Linux gpu-server 3.10.0-1127.10.1.el7.x86_64 #1 SMP Wed Jun 3 14:28:03 UTC 2020 x86_64 x86_64 x86_64 GNU/Linux
(venv) [XXX@gpu-server codeT5+]$ python3 --version
Python 3.6.8
(venv) [XXX@gpu-server codeT5+]$ cat /etc/redhat-release
CentOS Linux release 7.9.2009 (Core)