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Fixed transformers version conflict and fixed UT error #483

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Fixed transformers version conflict and fixed UT error #483

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edf5c97
Fixed install error for transformers
PenghuiCheng Nov 30, 2023
087b880
Fixed UT error
PenghuiCheng Dec 1, 2023
0d51d64
Fixed UT error
PenghuiCheng Dec 5, 2023
2e48edc
Merge remote-tracking branch 'upstream/main' into penghuic/fixed_UT_e…
PenghuiCheng Dec 18, 2023
b64eaa5
Update UT code
PenghuiCheng Dec 18, 2023
816c2cb
Fixed UT error
PenghuiCheng Dec 18, 2023
bdf535a
move 'intel-extension-for-pytorch' to be optional
PenghuiCheng Dec 19, 2023
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2 changes: 1 addition & 1 deletion tests/neural_compressor/test_optimization.py
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Expand Up @@ -77,7 +77,7 @@ class OptimizationTest(INCTestMixin):
)

TEXT_GENERATION_SUPPORTED_ARCHITECTURES = (
"hf-internal-testing/tiny-random-BloomForCausalLM",
"hf-tiny-model-private/tiny-random-BloomForCausalLM",
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why this modification ?

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there is error in test_quantize_text_generate_model UT with "hf-internal-testing/tiny-random-BloomForCausalLM" :
2023-12-19 11:14:01 [ERROR] Unexpected exception RuntimeError('INDICES element is out of DATA bounds, id=6168 axis_dim=1024') happened during tunin
g.
Traceback (most recent call last):
File "/home/penghuic/inc_pr/neural_compressor/quantization.py", line 234, in fit
strategy.traverse()
File "/home/penghuic/inc_pr/neural_compressor/strategy/auto.py", line 140, in traverse
super().traverse()
File "/home/penghuic/inc_pr/neural_compressor/strategy/strategy.py", line 504, in traverse
q_model = self.adaptor.quantize(copy.deepcopy(tune_cfg), self.model, self.calib_dataloader, self.q_func)
File "/home/penghuic/inc_pr/neural_compressor/utils/utility.py", line 304, in fi
res = func(*args, **kwargs)
File "/home/penghuic/inc_pr/neural_compressor/adaptor/pytorch.py", line 3630, in quantize
q_func(q_model._model)
File "/home/penghuic/optimum-intel-new/tests/neural_compressor/test_optimization.py", line 368, in calibration_fn
tmp_model.generate(**tokens, max_new_tokens=32, do_sample=False)
File "/home/penghuic/anaconda3/envs/py3.10/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)

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thanks for your answer @PenghuiCheng, could you let me know in which case this issue is appearing and if yes what is causing it? I don't see it in the current CI, is this appearing when installing neural-compressor from source ?

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any news on this @PenghuiCheng ?

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Hi, Ella, Yes, This issue does not exist, it seems that my model has not been fully downloaded. I will close it. thanks!

"hf-internal-testing/tiny-random-GPTNeoForCausalLM",
)

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