OpenProvence is a fully open-source implementation of Provence-style reranker–pruner models. These models remove irrelevant context while simultaneous
			
	
	Yuichi Tateno PRO
hotchpotch
		AI & ML interests
Information Retrieval with LLMs
		Recent Activity
						updated
								a Space
							
						2 days ago
						
					
						
						
						
						hotchpotch/open_provence_demo
						
						published
								a Space
							
						2 days ago
						
					
						
						
						
						hotchpotch/open_provence_demo
						
						published
								a model
							
						2 days ago
						
					
						
						
						
						hotchpotch/open-provence-reranker-v1
						Organizations
OpenProvence
			OpenProvence is a fully open-source implementation of Provence-style reranker–pruner models. These models remove irrelevant context while simultaneous
			
	
	- 
	
	
	Running11Open Provence Demo✂Context pruning demo for context engineering and RAG 
- 
	
	
	  hotchpotch/open-provence-reranker-xsmall-v1Text Ranking • Updated • 82
- 
	
	
	  hotchpotch/open-provence-reranker-v1Text Ranking • Updated • 85
- 
	
	
	  hotchpotch/open-provence-reranker-v1-gte-modernbert-baseText Ranking • Updated • 5
FineWeb2 Edu Japanese
			FineWeb2 Edu Japanese: A high-quality, filtered Japanese dataset (120M texts, 89.3B tokens) for educational AI training.
			
	
	
			spaces
			5
		
			
	
	
	
	
	
		Running
		
	
					
					1
Open Provence Demo
✂
Context pruning demo for context engineering and RAG
		Running
		
	
					
					3
Japanese Splade Demo Streamlit
📉
Convert text to SPLADE token scores
		Sleeping
		
	TokenViz: AutoTokenizer Visualization Tool
🔍
Visualize the results of AutoTokenizer
		Sleeping
		
	Secon Dev Site Search
🐨
		Running
		
	
					
					5
Wikipedia Japanese Rag Search
😻
Ask questions about Wikipedia articles in Japanese
			models
			41
		
			
	
	
	
	
	 
				hotchpotch/open-provence-reranker-v1-gte-modernbert-base
			Text Ranking
			• 
		
	
				Updated
					
				
				• 
					
					5
				
	
				
				
 
				hotchpotch/open-provence-reranker-large-v1
			Text Ranking
			• 
		
	
				Updated
					
				
				• 
					
					7
				
	
				
				
 
				hotchpotch/open-provence-reranker-xsmall-v1
			Text Ranking
			• 
		
	
				Updated
					
				
				• 
					
					82
				
	
				
				
 
				hotchpotch/open-provence-reranker-v1
			Text Ranking
			• 
		
	
				Updated
					
				
				• 
					
					85
				
	
				
				
 
				hotchpotch/query-context-pruner-multilingual-Qwen3-1.7B
		
				2B
			• 
	
				Updated
					
				
				• 
					
					5
				
	
				
				
 
				hotchpotch/query-context-pruner-multilingual-Qwen3-4B
		
				4B
			• 
	
				Updated
					
				
				• 
					
					25
				
	
				
				
 
				hotchpotch/japanese-reranker-small-v2
			Text Ranking
			• 
		
				70.2M
			• 
	
				Updated
					
				
				• 
					
					401
				
	
				• 
					
					2
				
 
				hotchpotch/japanese-reranker-base-v2
			Text Ranking
			• 
		
				0.1B
			• 
	
				Updated
					
				
				• 
					
					1.19k
				
	
				• 
					
					4
				
 
				hotchpotch/japanese-reranker-xsmall-v2
			Text Ranking
			• 
		
				36.8M
			• 
	
				Updated
					
				
				• 
					
					49.8k
				
	
				• 
					
					4
				
 
				hotchpotch/japanese-reranker-tiny-v2
			Text Ranking
			• 
		
				29.4M
			• 
	
				Updated
					
				
				• 
					
					862
				
	
				• 
					
					6
				
			datasets
			30
		
			
	
	
	
	
	hotchpotch/gooaq-context-relevance-130k
			Viewer
			• 
	
				Updated
					
				• 
			
			129k
	
				• 
					
					69
				
				
				
hotchpotch/japanese-context-relevance
			Viewer
			• 
	
				Updated
					
				• 
			
			1.6M
	
				• 
					
					295
				
				
				
hotchpotch/msmarco-context-relevance
			Viewer
			• 
	
				Updated
					
				• 
			
			765k
	
				• 
					
					304
				
				
				
hotchpotch/natural-questions-context-relevance
			Viewer
			• 
	
				Updated
					
				• 
			
			129k
	
				• 
					
					283
				
				
				
hotchpotch/qa-context-relevance-multilingual-140k
			Viewer
			• 
	
				Updated
					
				• 
			
			143k
	
				• 
					
					3
				
				
				
hotchpotch/lawqa_jp
			Viewer
			• 
	
				Updated
					
				• 
			
			1.29k
	
				• 
					
					42
				
				
				
hotchpotch/miracl-hf-unified
			Viewer
			• 
	
				Updated
					
				• 
			
			106M
	
				• 
					
					608
				
				
				
hotchpotch/JFWIR
			Viewer
			• 
	
				Updated
					
				• 
			
			128M
	
				• 
					
					469
				
				• 
					
					4
				
hotchpotch/fineweb-2-edu-japanese
			Viewer
			• 
	
				Updated
					
				• 
			
			262M
	
				• 
					
					2.12k
				
				• 
					
					20
				
hotchpotch/japanese-query-crafter-reasoning-80k
			Viewer
			• 
	
				Updated
					
				• 
			
			83.3k
	
				• 
					
					95
				
				• 
					
					3
				
 
								 
								