8 Creators and Core Contributors Talk About Their PyTorch Model Training Libs
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			MLOps		
	
	
		Building a Machine Learning Platform [Definitive Guide]	

	
		
    
        
            
                            
                
            

            

    
                    Stephen Oladele                
            
        
    


		
			- 31 min		
	

			
			
Moving across the typical machine learning lifecycle can be a nightmare. From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in...		
	
	
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			MLOps		
	
	
		ML Engineer vs Data Scientist	

	
		
    
        
            
                            
                
            

            

    
                    Sundeep Teki                
            
        
    


		
			- 7 min		
	

	
	
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			Product Updates		
	
	
		Scale And Track Your AI/ML Workflows: neptune.ai + Flyte & Union Integration	

	
		
    
        
            
                            
                
            

            

    
                    Patrycja Jenkner                
            
        
    


		
			- 2 min		
	

	
	
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			LLMOps		
	
	
		LLM Hallucinations 101: Why Do They Appear? Can We Avoid Them?	

	
		
    
        
            
                            
                
            

            

    
                    Aitor Mira Abad                
            
        
    


		
			- 9 min		
	

	
	
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			LLMOps		
	
	
		LLM Guardrails: Secure and Controllable Deployment	

	
		
    
        
            
                            
                
            

            

    
                    Natalia Kuzminykh                
            
        
    


		
			- 7 min		
	

	
	
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			LLMOpsReinforcement Learning		
	
	
		Reinforcement Learning From Human Feedback (RLHF) For LLMs	

	
		
    
        
            
                            
                
            

            

    
                    Michał Oleszak                
            
        
    


		
			- 8 min		
	

	
	
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			LLMOps		
	
	
		LLMs For Structured Data	

	
		
    
        
            
                            
                
            

            

    
                    Ricardo Cardoso Pereira                
            
        
    


		
			- 6 min		
	

	
	
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			LLMOps		
	
	
		Strategies For Effective Prompt Engineering	

	
		
    
        
            
                            
                
            

            

    
                    Lucía Cordero Sánchez                
            
        
    


		
			- 13 min		
	

	
	
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			LLMOps		
	
	
		LLM Evaluation For Text Summarization	

	
		
    
        
            
                            
                
            

            

    
                    Gourav Bais                
            
        
    


		
			- 10 min		
	

	
	
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			LLMOps		
	
	
		Observability in LLMOps: Different Levels of Scale	

	
		
    
        
            
                            
                
            

            

    
                    Aurimas Griciunas                
            
        
    


		
			- 3 min		
	

	
	
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			LLMOps		
	
	
		LLM Observability: Fundamentals, Practices, and Tools	

	
		
    
        
            
                            
                
            

        
            
                            
                
            

            

    
                    Ejiro Onose                , 
            
                    
                
                    Kilian Kluge                
            
        
    


		
			- 11 min		
	

	
	
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			MLOps		
	
	
		3 Takes on End-to-End For the MLOps Stack: Was It Worth It?	

	
		
    
        
            
                            
                
            

            

    
                    Stephen Oladele                
            
        
    


		
			- 5 min		
	

	
	
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			ML Model Development		
	
	
		Adversarial Machine Learning: Defense Strategies	

	
		
    
        
            
                            
                
            

            

    
                    Michał Oleszak                
            
        
    


		
			- 8 min		
	

	
	
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			LLMOps		
	
	
		Building LLM Applications With Vector Databases	

	
		
    
        
            
                            
                
            

            

    
                    Gabriel Gonçalves                
            
        
    


		
			- 6 min		
	

	
	
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