Mechanical Dreams

Mechanical Dreams

Por: Mechanical Dirk
An automatically generated podcast about machine learning and natural language processing. The two fictional hosts talk about papers that I want to learn more about on my way to work.It's not good, but it's useful.
87 episodios disponibles

Latest episodes of the podcast Mechanical Dreams

Untitled Episode 10/10/2025
Characterization and Mitigation of Training Instabilities in Microscaling Formats 08/10/2025
Demystifying Synthetic Data in LLM Pre-training- A Systematic Study of Scaling Laws, Benefits, and Pitfalls 07/10/2025
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition 06/10/2025
Apertus Tech Report 21/09/2025
Learning Facts at Scale with Active Reading 20/09/2025
Fantastic Pretraining Optimizers and Where to Find Them 19/09/2025
Benchmarking Optimizers for Large Language Model Pretraining 18/09/2025
The Pitfalls of Next-Token Prediction 10/09/2025
Large Language Models and Games 09/09/2025
UQ - Assessing Language Models on Unsolved Questions 04/09/2025
Signal and Noise - A Framework for Reducing Uncertainty in Language Model Evaluation 19/08/2025
Using Scaling Laws for Data Source Utility Estimation in Domain-Specific Pre-Training 18/08/2025
Thinking Like Transformers 29/07/2025
Kimi K2 28/07/2025
ERNIE Technical Report 25/07/2025
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling 24/07/2025
Gemini 2.5 03/07/2025
How new data permeates LLM knowledge and how to dilute it 18/06/2025
Harnessing the Universal Geometry of Embeddings 17/06/2025
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