deepspeedai / deepspeedai/DeepSpeedExamples

Error when using BLOOMZ for reward model training

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@xiaoxiawu-microsoft is already working on this.

Since Apr 21, 2023.

deespeed chat new-config
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Description

Hello, I‘m tring to use BLOOMZ for reward model training, and get error:

Traceback (most recent call last):
  File "/users5/xydu/ChatGPT/DeepSpeed-Chat/training/step2_reward_model_finetuning/training_scripts/single_node/../../main.py", line 349, in <module>
    main()
  File "/users5/xydu/ChatGPT/DeepSpeed-Chat/training/step2_reward_model_finetuning/training_scripts/single_node/../../main.py", line 303, in main
    reward_score, acc = evaluation_reward(rm_model, eval_dataloader)
  File "/users5/xydu/ChatGPT/DeepSpeed-Chat/training/step2_reward_model_finetuning/training_scripts/single_node/../../main.py", line 249, in evaluation_reward
    outputs = model(**batch)
  File "/users5/xydu/anaconda3/envs/dpchat/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/users5/xydu/ChatGPT/DeepSpeed-Chat/training/utils/model/reward_model.py", line 97, in forward
    return forward_call(*args, **kwargs)
  File "/users5/xydu/anaconda3/envs/dpchat/lib/python3.9/site-packages/deepspeed/utils/nvtx.py", line 15, in wrapped_fn
    ret_val = func(*args, **kwargs)
  File "/users5/xydu/anaconda3/envs/dpchat/lib/python3.9/site-packages/deepspeed/runtime/engine.py", line 1695, in forward
    loss = self.module(*inputs, **kwargs)
  File "/users5/xydu/anaconda3/envs/dpchat/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    assert divergence_ind > 0, divergence_ind
AssertionError    return forward_call(*args, **kwargs)
  File "/users5/xydu/ChatGPT/DeepSpeed-Chat/training/utils/model/reward_model.py", line 97, in forward
    assert divergence_ind > 0

After output divergence_ind I find it is 0 and change assert divergence_ind > 0 to assert divergence_ind >= 0, will this affect the program?

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