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6 changes: 1 addition & 5 deletions tests/quantization/quark_integration/test_quark.py
Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ def test_commmon_args(self):
@slow
@require_quark
@require_torch_gpu
@require_read_token
class QuarkTest(unittest.TestCase):
reference_model_name = "meta-llama/Llama-3.1-8B-Instruct"
quantized_model_name = "amd/Llama-3.1-8B-Instruct-w-int8-a-int8-sym-test"
Expand Down Expand Up @@ -76,13 +77,11 @@ def setUpClass(cls):
device_map=cls.device_map,
)

@require_read_token
def test_memory_footprint(self):
mem_quantized = self.quantized_model.get_memory_footprint()

self.assertTrue(self.mem_fp16 / mem_quantized > self.EXPECTED_RELATIVE_DIFFERENCE)

@require_read_token
def test_device_and_dtype_assignment(self):
r"""
Test whether trying to cast (or assigning a device to) a model after quantization will throw an error.
Expand All @@ -96,7 +95,6 @@ def test_device_and_dtype_assignment(self):
# Tries with a `dtype``
self.quantized_model.to(torch.float16)

@require_read_token
def test_original_dtype(self):
r"""
A simple test to check if the model succesfully stores the original dtype
Expand All @@ -107,7 +105,6 @@ def test_original_dtype(self):

self.assertTrue(isinstance(self.quantized_model.model.layers[0].mlp.gate_proj, QParamsLinear))

@require_read_token
def check_inference_correctness(self, model):
r"""
Test the generation quality of the quantized model and see that we are matching the expected output.
Expand All @@ -131,7 +128,6 @@ def check_inference_correctness(self, model):
# Get the generation
self.assertIn(self.tokenizer.decode(output_sequences[0], skip_special_tokens=True), self.EXPECTED_OUTPUTS)

@require_read_token
def test_generate_quality(self):
"""
Simple test to check the quality of the model by comparing the generated tokens with the expected tokens
Expand Down