380b2a0317
* remove tf/flax * fix * style * Update add_new_model_like.py * work in progress * continue * more cleanup * simplify and first final version * fixes -> it works * add linter checks * Update add_new_model_like.py * fix * add modular conversion at the end * Update add_new_model_like.py * add video processor * Update add_new_model_like.py * Update add_new_model_like.py * Update add_new_model_like.py * fix * Update image_processing_auto.py * Update image_processing_auto.py * fix post rebase * start test filenames replacement * rename all test_processor -> test_processing * fix copied from * add docstrings * Update add_new_model_like.py * fix regex * improve wording * Update add_new_model_like.py * Update add_new_model_like.py * Update add_new_model_like.py * start adding test * fix * fix * proper first test * tests * fix * fix * fix * fix * modular can be used from anywhere * protect import * fix * Update add_new_model_like.py * fix
54 lines
1.9 KiB
Python
54 lines
1.9 KiB
Python
# Copyright 2024 The HuggingFace Team. 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.
|
|
|
|
import shutil
|
|
import tempfile
|
|
import unittest
|
|
|
|
from transformers import AutoProcessor, Llama4Processor, PreTrainedTokenizerFast
|
|
from transformers.testing_utils import require_vision
|
|
from transformers.utils import is_vision_available
|
|
|
|
from ...test_processing_common import ProcessorTesterMixin
|
|
|
|
|
|
if is_vision_available():
|
|
from transformers import Llama4ImageProcessorFast
|
|
|
|
|
|
@require_vision
|
|
class Llama4ProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
|
processor_class = Llama4Processor
|
|
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.tmpdirname = tempfile.mkdtemp()
|
|
|
|
image_processor = Llama4ImageProcessorFast(max_patches=1, size={"height": 20, "width": 20})
|
|
tokenizer = PreTrainedTokenizerFast.from_pretrained("unsloth/Llama-3.2-11B-Vision-Instruct-unsloth-bnb-4bit")
|
|
processor_kwargs = cls.prepare_processor_dict()
|
|
processor = Llama4Processor(image_processor, tokenizer, **processor_kwargs)
|
|
processor.save_pretrained(cls.tmpdirname)
|
|
cls.image_token = processor.image_token
|
|
|
|
def get_tokenizer(self, **kwargs):
|
|
return AutoProcessor.from_pretrained(self.tmpdirname, **kwargs).tokenizer
|
|
|
|
def get_image_processor(self, **kwargs):
|
|
return AutoProcessor.from_pretrained(self.tmpdirname, **kwargs).image_processor
|
|
|
|
@classmethod
|
|
def tearDownClass(cls):
|
|
shutil.rmtree(cls.tmpdirname)
|