This collection hosts the models and datasets released as part of Pula, the first suite of LLMs for Setswana. Previously BOTS-LM.
			
	
	Nathan Brown
OxxoCodes
		AI & ML interests
Model compression & LLM development
		
		Organizations
Pula
			This collection hosts the models and datasets released as part of Pula, the first suite of LLMs for Setswana. Previously BOTS-LM.
			
	
	Distilled Long-Context Encoders
			Various efficient attention encoder-style architectures distilled into student models with half the hidden layers, plus a long-context NER dataset
			
	
	
			models
			17
		
			
	
	
	
	
	 
				OxxoCodes/Pula-14B
			Text Generation
			• 
		
				15B
			• 
	
				Updated
					
				
				
				
	
				
				
 
				OxxoCodes/Pula-8B
			Text Generation
			• 
		
				8B
			• 
	
				Updated
					
				
				
				
	
				• 
					
					1
				
 
				OxxoCodes/Pula-1B
			Text Generation
			• 
		
				1B
			• 
	
				Updated
					
				
				• 
					
					1
				
	
				
				
 
				OxxoCodes/Pula-3B
			Text Generation
			• 
		
				3B
			• 
	
				Updated
					
				
				• 
					
					11
				
	
				
				
 
				OxxoCodes/distil-SmolLM2-135M-Instruct
			Text Generation
			• 
		
				0.1B
			• 
	
				Updated
					
				
				• 
					
					4
				
	
				
				
 
				OxxoCodes/InkubaLM-Instruct-test
		
	
				Updated
					
				
				• 
					
					1
				
	
				
				
 
				OxxoCodes/Pula-XLMR-large-v0.1
			Fill-Mask
			• 
		
				0.6B
			• 
	
				Updated
					
				
				
				
	
				
				
 
				OxxoCodes/Pula-8B-v0.1
			Text Generation
			• 
		
				8B
			• 
	
				Updated
					
				
				• 
					
					2
				
	
				• 
					
					3
				
 
				OxxoCodes/Meta-Llama-3-70B-Instruct-GPTQ
			Text Generation
			• 
		
	
				Updated
					
				
				• 
					
					2
				
	
				• 
					
					2
				
 
				OxxoCodes/Meta-Llama-3-8B-Instruct-GPTQ
			Text Generation
			• 
		
	
				Updated
					
				
				• 
					
					1
				
	
				
				
			datasets
			11
		
			
	
	
	
	
	OxxoCodes/maps
			Viewer
			• 
	
				Updated
					
				• 
			
			250
	
				• 
					
					11
				
				
				
OxxoCodes/gsm8k-tsn
			Viewer
			• 
	
				Updated
					
				• 
			
			1.32k
	
				• 
					
					3
				
				
				
OxxoCodes/fineweb-10MT
			Viewer
			• 
	
				Updated
					
				• 
			
			14.9k
	
				• 
					
					8
				
				
				
OxxoCodes/Marothodi
			Viewer
			• 
	
				Updated
					
				• 
			
			152k
	
				• 
					
					4
				
				
				
OxxoCodes/Medupi
			Viewer
			• 
	
				Updated
					
				• 
			
			976k
	
				• 
					
					9
				
				
				
OxxoCodes/Stawberry
			Viewer
			• 
	
				Updated
					
				• 
			
			387k
	
				• 
					
					26
				
				• 
					
					1
				
OxxoCodes/pulabert-dataset
			Viewer
			• 
	
				Updated
					
				• 
			
			2.06M
	
				• 
					
					14
				
				
				
OxxoCodes/mmlu-tsn
			Viewer
			• 
	
				Updated
					
				• 
			
			14k
	
				• 
					
					8
				
				
				
OxxoCodes/gpt4o-setswana-instruct
			Viewer
			• 
	
				Updated
					
				• 
			
			1.58k
	
				• 
					
					5
				
				
				
OxxoCodes/gpt4o-setswana
			Viewer
			• 
	
				Updated
					
				• 
			
			1.58k
	
				• 
					
					13
				
				
				
 
								 
								

 
				
