fix falcon dummy input generator #1825
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Co-authored-by: Michael Benayoun <mickbenayoun@gmail.com>
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echarlaix
reviewed
Apr 25, 2024
Comment on lines
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| if normalized_config.new_decoder_architecture and normalized_config.multi_query: | ||
| self.num_kv_heads = normalized_config.num_attention_heads | ||
| elif normalized_config.new_decoder_architecture: | ||
| self.num_kv_heads = normalized_config.num_kv_heads | ||
| else: | ||
| self.num_kv_heads = 1 |
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shouldn't it be :
Suggested change
| if normalized_config.new_decoder_architecture and normalized_config.multi_query: | |
| self.num_kv_heads = normalized_config.num_attention_heads | |
| elif normalized_config.new_decoder_architecture: | |
| self.num_kv_heads = normalized_config.num_kv_heads | |
| else: | |
| self.num_kv_heads = 1 | |
| if normalized_config.new_decoder_architecture: | |
| self.num_kv_heads = normalized_config.num_attention_heads | |
| else: | |
| self.num_kv_heads = normalized_config.num_kv_heads if not normalized_config.multi_query else 1 |
?
| elif normalized_config.new_decoder_architecture: | ||
| self.num_kv_heads = normalized_config.num_kv_heads | ||
| else: | ||
| self.num_kv_heads = 1 | ||
| self.head_dim = self.hidden_size // self.num_attention_heads | ||
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also why not have this value set in the normalized_config directly and use it in both FalconDummyPastKeyValuesGenerator and ORTFalconForCausalLM @fxmarty ? (removing the need to have this check in both places)
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What does this PR do?
during enabling falcon40b export for openvino, I found that this model is not covered by dummy input generator configuration and failed with shape mismatch. This PR fixes that.
I propose these changed into optimum-intel, but the proper place for it here.
Who can review?