deepspeedai / deepspeedai/DeepSpeed

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

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bug inference
Dominant language
Python
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Merged PRs (30d)
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Description

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

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reproducing the provided inference script, focusing on the deepspeed.init_inference entry point and capturing the full traceback and installed environment details. Done means the cause of the AttributeError is identified and the script completes with the expected generated output, with any required configuration documented.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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