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1. Mastering LLM Techniques: Inference Optimization

   2023-11-18 Tags: llm, inference, performance, optimization, nvidia by klotz
2. Large Language Models as Optimizers

   2023-11-09 Tags: llm, optimization, prompt engineering, deep mind, arxiv by klotz
3. New DeepMind Work Unveils Supreme Prompt Seeds for Language Models

   How computationally optimized prompts make language models excel, and how this all affects prompt engineering

   2023-11-09 Tags: llm, prompt engineering, optimization, deep mind by klotz
4. Stop Using Elbow Method in K-means Clustering, Instead, Use this! | by Anmol Tomar | Towards Data Science

   Elbow curve and Silhouette plots both are very useful techniques for finding the optimal K for K-means clustering

   2023-02-13 Tags: elbow, silhouette, optimization, k for k-means, clustering, machine learning, python by klotz
5. Spark on EMR — Cost Optimization. First-hand experience of cost-saving… | by Amit Singh Rathore | May, 2022 | Medium

   2022-05-16 Tags: emr, eks, spark, aws, cost, optimization, data engineering by klotz
6. The art of joining in Spark - Towards Data Science

   2020-05-18 Tags: spark, join, optimization, data science, skew, salt, parallellism, repartition by klotz
7. [1803.03635] The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

   2020-05-02 Tags: deep learning, training, lottery ticket, optimization, mit by klotz
8. Spiral: Self-tuning services via real-time machine learning – Facebook Code

   2020-03-10 Tags: facebook, machine learning, optimization by klotz
9. [1908.11213] The Grover search as a naturally occurring phenomenon

   2019-09-13 Tags: quantum, grover search, algorithm, ontology, dna, optimization by klotz
10. L-BFGS and neural nets : MachineLearning

    2019-04-16 Tags: bfgs, l-bfgs, adam, optimization, machine learning, deep learning, algorithms by klotz

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