mirror of
https://github.com/NVIDIA/Model-Optimizer.git
synced 2026-11-07 08:54:02 +08:00
Keval Morabia
cf6f1d4e23
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
53 lines
1.8 KiB
Python
53 lines
1.8 KiB
Python
# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
#
|
|
# 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.
|
|
|
|
import json
|
|
|
|
from _test_utils.examples.run_command import run_example_command
|
|
|
|
|
|
# fmt: off
|
|
def test_llama_eagle3(tiny_llama_path, num_gpus, tiny_daring_anteater_path, tmp_path):
|
|
# Create an ultra-tiny EAGLE config for testing to reduce memory usage
|
|
tiny_eagle_config = {
|
|
"max_position_embeddings": 128,
|
|
"num_hidden_layers": 1,
|
|
"intermediate_size": 64,
|
|
"num_attention_heads": 2,
|
|
"num_key_value_heads": 2,
|
|
}
|
|
|
|
# Write the tiny config to a temporary file
|
|
config_file = tmp_path / "tiny_eagle_config.json"
|
|
with open(config_file, "w") as f:
|
|
json.dump(tiny_eagle_config, f)
|
|
|
|
run_example_command(
|
|
[
|
|
"./launch.sh",
|
|
"--model", tiny_llama_path,
|
|
"--data", tiny_daring_anteater_path,
|
|
"--num_epochs", "1",
|
|
"--lr", "1e-5",
|
|
"--do_eval", "False",
|
|
"--num_gpu", str(num_gpus),
|
|
"--mode", "eagle3",
|
|
"--eagle_config", str(config_file),
|
|
"--output_dir", tmp_path / "eagle-tinyllama",
|
|
"--training_seq_len", "128", # Match max_position_embeddings
|
|
],
|
|
"speculative_decoding",
|
|
)
|