Files
FastDeploy/tests/utils.py
YuanRisheng 6566e29807 Add loader test for mtp (#3724)
* add test for mtp

* fix unittest

* fix
2025-09-01 10:55:49 +08:00

62 lines
2.0 KiB
Python

"""
# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
from unittest.mock import Mock
from fastdeploy.config import (
CacheConfig,
FDConfig,
GraphOptimizationConfig,
ParallelConfig,
)
class FakeModelConfig:
def __init__(self):
self.hidden_size = 768
self.intermediate_size = 768
self.num_hidden_layers = 12
self.num_attention_heads = 12
self.rms_norm_eps = 1e-6
self.tie_word_embeddings = True
self.ori_vocab_size = 32000
self.moe_layer_start_index = 8
self.pretrained_config = Mock()
self.pretrained_config.prefix_name = "test"
self.num_key_value_heads = 1
self.head_dim = 1
self.is_quantized = False
self.hidden_act = "relu"
self.vocab_size = 32000
self.hidden_dropout_prob = 0.1
self.initializer_range = 0.02
self.max_position_embeddings = 512
self.tie_word_embeddings = True
self.model_format = "auto"
def get_default_test_fd_config():
graph_opt_config = GraphOptimizationConfig(args={})
parallel_config = ParallelConfig(args={})
parallel_config.max_num_seqs = 1
parallel_config.data_parallel_rank = 1
cache_config = CacheConfig({})
fd_config = FDConfig(
graph_opt_config=graph_opt_config, parallel_config=parallel_config, cache_config=cache_config, test_mode=True
)
fd_config.model_config = FakeModelConfig()
return fd_config