Skip to content

AttributeError: partially initialized module 'deepspeed' has no attribute 'init_inference' #7121

Open
@JocelynPanPan

Description

@JocelynPanPan

To Reproduce
inference script:
`import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
import deepspeed

model_name = "/home/pzl/models/Qwen2.5-3B"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

ds_engine = deepspeed.init_inference(model,
mp_size=1,
dtype=torch.half,
replace_with_kernel_inject=True)

input_text = "DeepSpeed is?"
inputs = tokenizer(input_text, return_tensors="pt")

with torch.no_grad():
outputs = ds_engine.module.generate(**inputs, max_length=10)

output_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(output_text)
`
Expected behavior
get the correct result

ds_report output

Image

Screenshots

Image

System info (please complete the following information):

  • OS: Ubuntu 22.04
  • GPU count and types 0
  • Python 3.10

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions