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1. a-solvable-generative-model-with-a-linear-one-step-denoiser a-solvable-generative-model-with-a-linear-one-step-denoiser Public

   Role of diffusion steps in production quality and memorization to generalization transition

   Python

2. reinforcing-higher-order-statistics-in-large-language-model-training reinforcing-higher-order-statistics-in-large-language-model-training Public

   New algorithm for training large languge models taking advantage of high order statistics of the logit distribution

   Python

3. scaling-law-of-large-language-models scaling-law-of-large-language-models Public

   We study scaling law of large languge models observing there is an optimal model size given a computational budget

   Python

4. statistical-inference-with-large-language-models statistical-inference-with-large-language-models Public

   Experiments with vLLM on inference time properties of large language models

   Python

5. ML-algorithm-from-scratch ML-algorithm-from-scratch Public

   This repo contains implementation of some basic ML algorithms from scratch on PyTorch with GPU support.

   Python