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					README.md
				
 
			
		
		
			
			
			
			
			
			
				
				
					
						
							
								
									
	
		
			
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				@ -16,7 +16,7 @@ operation, which scales quadratically with the sequence length. To address this | 
			
		
		
	
		
			
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				we introduce the Longformer with an attention mechanism that scales linearly with sequence | 
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				we introduce the Longformer with an attention mechanism that scales linearly with sequence | 
			
		
		
	
		
			
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				length, making it easy to process documents of thousands of tokens or longer[2]. | 
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				length, making it easy to process documents of thousands of tokens or longer[2]. | 
			
		
		
	
		
			
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				## Reference | 
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				### References | 
			
		
		
	
		
			
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				[1].https://huggingface.co/docs/transformers/v4.16.2/en/model_doc/longformer#transformers.LongformerConfig | 
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				[1].https://huggingface.co/docs/transformers/v4.16.2/en/model_doc/longformer#transformers.LongformerConfig | 
			
		
		
	
		
			
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				@ -34,7 +34,7 @@ from towhee import dc | 
			
		
		
	
		
			
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				dc.stream(["Hello, world."]) | 
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				dc.stream(["Hello, world."]) | 
			
		
		
	
		
			
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				  .text_embedding.longformer(model_name="allenai/longformer-base-4096") | 
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				  .text_embedding.longformer(model_name=c"allenai/longformer-base-4096") | 
			
		
		
	
		
			
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				  .show() | 
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				  .show() | 
			
		
		
	
		
			
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				``` | 
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				``` | 
			
		
		
	
		
			
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