testing dynamic register
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@@ -248,6 +248,21 @@ class Base(nn.Module):
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# Set attention implementation to vLLM's
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# Set attention implementation to vLLM's
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self.text_config._attn_implementation = "vllm"
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self.text_config._attn_implementation = "vllm"
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# Ensure head_dim is correctly set in config
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# Some models may have incorrect head_dim, so we compute and set it
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if hasattr(self.text_config, "num_attention_heads") and hasattr(self.text_config, "hidden_size"):
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correct_head_dim = self.text_config.hidden_size // self.text_config.num_attention_heads
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if hasattr(self.text_config, "head_dim"):
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if self.text_config.head_dim != correct_head_dim:
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logger.warning(
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"Correcting head_dim in config: %d -> %d",
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self.text_config.head_dim, correct_head_dim
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)
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self.text_config.head_dim = correct_head_dim
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else:
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# Set head_dim if not present, some models need it
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self.text_config.head_dim = correct_head_dim
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with init_on_device_without_buffers("meta"):
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with init_on_device_without_buffers("meta"):
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self.model: "PreTrainedModel" = AutoModel.from_config(
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self.model: "PreTrainedModel" = AutoModel.from_config(
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self.config,
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self.config,
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