Bart: new cache format (#35314)
* bart compile * add mbart * some more models touched by fix-copies * more * more models * even more models * fix copies * fix tests * fix copies * fix * biogpt accepts position ids now (breaking?) * fix failing non-slow tests * fix some tests * should not be removed * small update * Update src/transformers/models/bart/modeling_bart.py Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com> * update for last `main` * fix copies * clone `update_causal_mask` from llama * tmp * fixup * why? how? * fix bart tests * dont skip test * address comments * fix tests * fix * fixup and delete the file --------- Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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@@ -87,7 +87,7 @@ class BartModelTester:
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hidden_act="gelu",
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hidden_dropout_prob=0.1,
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attention_probs_dropout_prob=0.1,
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max_position_embeddings=20,
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max_position_embeddings=50,
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eos_token_id=2,
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pad_token_id=1,
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bos_token_id=0,
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@@ -1164,8 +1164,7 @@ class BartModelIntegrationTests(unittest.TestCase):
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[FRANCE_ARTICLE, SHORTER_ARTICLE, IRAN_ARTICLE, ARTICLE_SUBWAY],
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max_length=1024,
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padding="max_length",
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truncation_strategy="only_first",
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truncation=True,
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truncation="only_first",
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return_tensors="pt",
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)
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@@ -1301,7 +1300,7 @@ class BartStandaloneDecoderModelTester:
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decoder_layers=2,
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encoder_attention_heads=4,
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decoder_attention_heads=4,
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max_position_embeddings=30,
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max_position_embeddings=50,
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is_encoder_decoder=False,
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pad_token_id=0,
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bos_token_id=1,
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@@ -1365,6 +1364,7 @@ class BartStandaloneDecoderModelTester:
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decoder_start_token_id=self.decoder_start_token_id,
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max_position_embeddings=self.max_position_embeddings,
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is_encoder_decoder=self.is_encoder_decoder,
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forced_eos_token_id=None,
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)
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return (
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@@ -1465,9 +1465,9 @@ class BartStandaloneDecoderModelTester:
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# get two different outputs
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output_from_no_past = model(next_input_ids, attention_mask=attn_mask)["last_hidden_state"]
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output_from_past = model(next_tokens, attention_mask=attn_mask, past_key_values=past_key_values)[
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"last_hidden_state"
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]
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output_from_past = model(
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next_tokens, attention_mask=attn_mask, past_key_values=past_key_values, use_cache=True
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)["last_hidden_state"]
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# select random slice
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random_slice_idx = ids_tensor((1,), output_from_past.shape[-1]).item()
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