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Machine Learning
5 Ways to Speed Up Your Data Science Workflow
[ad_1] Image by Author Look, data science is awesome. But you know what’s not? Waiting forever for your code to run. Whether it’s…
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Artificial intelligence
Amazon Bedrock Prompt Optimization Drives LLM Applications Innovation for Yuewen Group
[ad_1] Yuewen Group is a global leader in online literature and IP operations. Through its overseas platform WebNovel, it has attracted about 260 million…
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Artificial intelligence
Optimizing Mixtral 8x7B on Amazon SageMaker with AWS Inferentia2
[ad_1] Organizations are constantly seeking ways to harness the power of advanced large language models (LLMs) to enable a wide range of applications such…
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Artificial intelligence
How to Perform Scikit-learn Hyperparameter Optimization with Optuna
[ad_1] How to Perform Scikit-learn Hyperparameter Optimization with OptunaImage by Author | Ideogram Introduction Optuna is a machine learning framework specifically designed for automating…
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Machine Learning
How to Optimize your Python Program for Slowness
[ad_1] Also available: A Rust version of this article. talks about making Python programs faster [1, 2, 3], but what if we pursue the…
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Machine Learning
Kernel Case Study: Flash Attention
[ad_1] mechanism is at the core of modern day transformers. But scaling the context window of these transformers was a major challenge, and it…
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Programming & Tech
Data Management & Optimization | Kodeco
[ad_1] All videos. All books.One low price. Learn iOS, Swift, Android, Kotlin, Flutter and Dart development and unlock our massive catalogue of 50+ books…
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Artificial intelligence
Snowflake Proposes ExCoT: A Novel AI Framework that Iteratively Optimizes Open-Source LLMs by Combining CoT Reasoning with off-Policy and on-Policy DPO, Relying Solely on Execution Accuracy as Feedback
[ad_1] Text-to-SQL translation, the task of transforming natural language queries into structured SQL statements, is essential for facilitating user-friendly database interactions. However, the task…
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Artificial intelligence
Optimize reasoning models like DeepSeek with prompt optimization on Amazon Bedrock
[ad_1] DeepSeek-R1 models, now available on Amazon Bedrock Marketplace, Amazon SageMaker JumpStart, as well as a serverless model on Amazon Bedrock, were recently popularized…
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Programming & Tech
Replicating CSS Object-Fit in WebGL: Optimized Techniques for Image Scaling and Positioning
[ad_1] If you’ve ever worked with images on the web, you’re probably familiar with the CSS property object-fit: cover. This property ensures that an…
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