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1# Copyright 2026 Huawei Technologies Co., Ltd 

2# 

3# Licensed under the Apache License, Version 2.0 (the "License"); 

4# you may not use this file except in compliance with the License. 

5# You may obtain a copy of the License at 

6# 

7# http://www.apache.org/licenses/LICENSE-2.0 

8# 

9# Unless required by applicable law or agreed to in writing, software 

10# distributed under the License is distributed on an "AS IS" BASIS, 

11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 

12# See the License for the specific language governing permissions and 

13# limitations under the License. 

14# ============================================================================ 

15"""Mixin exposing a model.generate style API.""" 

16 

17from hyper_parallel.infer.generation import generate 

18 

19 

20class GenerateMixin: 

21 """Mixin that forwards to :func:`hyper_parallel.infer.generate`.""" 

22 

23 def generate(self, input_ids, generation_config=None, attention_mask=None, **kwargs): 

24 """Generate token ids with the common HyperParallel generation loop.""" 

25 return generate( 

26 self, 

27 input_ids=input_ids, 

28 generation_config=generation_config, 

29 attention_mask=attention_mask, 

30 **kwargs, 

31 )