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Examining Longterm Machine Learning through ELLA and Voyager: Part 2 of Why LLML is the Next Game-changer of AI
Artificial Intelligence

Examining Longterm Machine Learning through ELLA and Voyager: Part 2 of Why LLML is the Next Game-changer of AI

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Deploying Large Language Models: vLLM and Quantization Deployment of A Large Language Model with vLLM Quantization of Large Language Models
Artificial Intelligence

Deploying Large Language Models: vLLM and Quantization Deployment of A Large Language Model with vLLM Quantization of Large Language Models

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Productionize LLM RAG App in Django — Part I: Celery
Artificial Intelligence

Productionize LLM RAG App in Django — Part I: Celery

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Learn how to Generate Videos with Open-Sora-Plan Video Generation Model
Artificial Intelligence

Learn how to Generate Videos with Open-Sora-Plan Video Generation Model

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Introducing OpenAI Japan
Artificial Intelligence

Introducing OpenAI Japan

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Find out how to Use Python Built-In Decoration to Improve Performance Significantly 1. A Use Case of the Cache Decoration
Artificial Intelligence

Find out how to Use Python Built-In Decoration to Improve Performance Significantly 1. A Use Case of the Cache Decoration

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The way to Encode Constraints to the Output of Neural Networks If one shot doesn’t work, try multiple shots Perhaps… Let’s learn the constraints? One more interesting perspective: Solving a convex optimization problem For non-convex problems: Which gradient approximation do you favor? Self-promotion time: Projection without solving optimization A fast example How does LinSAT work? Afterword
Artificial Intelligence

The way to Encode Constraints to the Output of Neural Networks If one shot doesn’t work, try multiple shots Perhaps… Let’s learn the constraints? One more interesting perspective: Solving a convex optimization problem For non-convex problems: Which gradient approximation do you favor? Self-promotion time: Projection without solving optimization A fast example How does LinSAT work? Afterword

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Quantifying the Complexity and Learnability of Strategic Classification Problems References
Artificial Intelligence

Quantifying the Complexity and Learnability of Strategic Classification Problems References

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Constructing a RAG chain using LangChain Expression Language (LCEL) The Setup RAG Development Retrieving intermediate variables Why use LCEL? Resources
Artificial Intelligence

Constructing a RAG chain using LangChain Expression Language (LCEL) The Setup RAG Development Retrieving intermediate variables Why use LCEL? Resources

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How I Self-Study Data Science
Artificial Intelligence

How I Self-Study Data Science

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