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klotz: training* + machine learning*

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1. “Why Visualize Gradient Descent Optimization Algorithms ?”

   2018-09-09 Tags: deep learning, training, sgd by klotz
2. “GluonNLP 0.6: Closing the Gap in Reproducible Research with BERT”

   2019-03-20 Tags: bert, nlp, deep learning, training by klotz
3. “A Look Into Snorkel DryBell”

   2019-03-15 Tags: training, datasets, machine learning, google, supervised learning, medium by klotz
4. [keras.io] Image classification from scratch.ipynb - Colaboratory

   2020-04-29 Tags: image processing, classification, deep learning, training, keras, google collab, tutorial, python by klotz
5. [1803.03635] The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

   2020-05-02 Tags: deep learning, training, lottery ticket, optimization, mit by klotz
6. What Machine Learning needs from Hardware – Pete Warden's blog

   2019-04-14 Tags: deep learning, inference, training, hardware by klotz
7. Neural Networks - Hyperparameter Tuning, Regularization & Optimization

   2018-11-13 Tags: neural network, training, machine learning, overfitting, fitting, bias by klotz
8. Mastering LLM Techniques: Training

   Delving into transformer networks

   2023-11-18 Tags: nvidia, llm, training, transformers, deep learning by klotz
9. How to train your large language model: A new technique speeds up the process

   This article discusses the process of training a large language model (LLM) using reinforcement learning from human feedback (RLHF) and a new alternative method called Direct Preference Optimization (DPO). The article explains how these methods help align the LLM with human expectations and make it more efficient.

   2024-05-15 Tags: llm, reinforcement learning, human feedback, openai, chatgpt, rlhf, dpo, training by klotz
10. How (dis)similar are my train and test data? – Towards Data Science

    2019-05-08 Tags: machine learning, training, test by klotz

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