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@ -1787,7 +1787,7 @@ class Blip2ModelIntegrationTest(unittest.TestCase):
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# Test output
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expected_ids = [2, 102, 693, 2828, 15, 5, 4105, 19, 10, 2335, 50118]
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self.assertEqual(predictions[0].tolist(), [50265] * 32 + expected_ids) # 50265 is the img token id
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self.assertEqual(predictions[0].tolist(), [50265] * 32 + expected_ids) # 50265 is the img token id
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self.assertEqual("a woman sitting on the beach with a dog", generated_text)
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# image and context
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@ -1799,7 +1799,7 @@ class Blip2ModelIntegrationTest(unittest.TestCase):
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# Test output
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expected_ids = [2, 45641, 35, 61, 343, 16, 42, 116, 31652, 35, 24, 18, 45, 10, 343, 6, 24, 18, 10, 4105, 50118]
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self.assertEqual(predictions[0].tolist(), [50265] * 32 + expected_ids) # 50265 is the img token id
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self.assertEqual(predictions[0].tolist(), [50265] * 32 + expected_ids) # 50265 is the img token id
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self.assertEqual(generated_text, "Question: which city is this? Answer: it's not a city, it's a beach")
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@require_torch_multi_accelerator
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@ -1825,16 +1825,15 @@ class Blip2ModelIntegrationTest(unittest.TestCase):
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generated_text = processor.batch_decode(predictions, skip_special_tokens=True)[0].strip()
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# Test output
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expected_ids_and_text = Expectations({
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("cuda", None): (
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[0, 2335, 1556, 28, 1782, 30, 8, 2608, 1],
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"woman playing with dog on the beach"
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),
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("rocm", (9, 5)): (
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[0, 3, 9, 2335, 19, 1556, 28, 160, 1782, 30, 8, 2608, 1],
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"a woman is playing with her dog on the beach"
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)
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}).get_expectation()
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expected_ids_and_text = Expectations(
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{
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("cuda", None): ([0, 2335, 1556, 28, 1782, 30, 8, 2608, 1], "woman playing with dog on the beach"),
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("rocm", (9, 5)): (
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[0, 3, 9, 2335, 19, 1556, 28, 160, 1782, 30, 8, 2608, 1],
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"a woman is playing with her dog on the beach",
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),
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}
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).get_expectation()
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self.assertEqual(predictions[0].tolist(), expected_ids_and_text[0])
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self.assertEqual(generated_text, expected_ids_and_text[1])
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@ -1846,16 +1845,15 @@ class Blip2ModelIntegrationTest(unittest.TestCase):
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generated_text = processor.batch_decode(predictions, skip_special_tokens=True)[0].strip()
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# Test output
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expected_ids_and_text = Expectations({
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("cuda", None): (
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[0, 3, 7, 152, 67, 839, 1],
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"san diego"
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),
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("rocm", (9, 5)): (
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[0, 3, 7, 152, 2515, 11389, 3523, 1],
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"san francisco" # TODO: check if this is ok
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)
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}).get_expectation()
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expected_ids_and_text = Expectations(
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{
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("cuda", None): ([0, 3, 7, 152, 67, 839, 1], "san diego"),
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("rocm", (9, 5)): (
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[0, 3, 7, 152, 2515, 11389, 3523, 1],
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"san francisco", # TODO: check if this is ok
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),
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}
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).get_expectation()
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self.assertEqual(predictions[0].tolist(), expected_ids_and_text[0])
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self.assertEqual(generated_text, expected_ids_and_text[1])
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