fix: correct the deepspeed_config path reference in the finetuning script

[A1pine]

fix: correct deepspeed_config path reference error
Resolved incorrect path reference in DeepSpeed configuration
from:

• ${workspace}/../../ds_stage1.json
  to:

• ${workspace}/../../deepspeed_conf/ds_stage1.json

[gemini-code-assist]

Summary of Changes

Hello @A1pine, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request addresses a critical pathing issue within the finetuning script for the Paraformer model. By updating the deepspeed_config variable to point to the correct subdirectory, it resolves a potential runtime error that would prevent the DeepSpeed configuration from being loaded, thereby enabling the finetuning process to execute successfully.

Highlights

• DeepSpeed Configuration Path: Corrected an incorrect path reference for the DeepSpeed configuration file in the finetuning script, ensuring the script can locate ds_stage1.json within the deepspeed_conf directory.

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[gemini-code-assist]

Code Review

This pull request corrects an invalid path to the DeepSpeed configuration file in the finetune.sh script. The fix is correct and ensures the script can find the configuration when DeepSpeed is enabled. I have one suggestion to improve the code's robustness by quoting the path assignment, which is a common best practice in shell scripting and consistent with other variable assignments in this file.

[gemini-code-assist]

For consistency with other variable assignments in this script (e.g., log_file, train_data) and for general robustness, it's good practice to enclose the path in double quotes. This prevents potential issues if the path were to contain spaces or other special characters, which is a recommended practice in shell scripting to avoid unexpected word splitting.

Suggested change

	deepspeed_config=${workspace}/../../deepspeed_conf/ds_stage1.json
	deepspeed_config="${workspace}/../../deepspeed_conf/ds_stage1.json"