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Hello there!

I'm Pi Esposito, Machine Learning Engineer.

About me

computer nerd.

I built this thing:

BLiTZ - A Bayesian Deep Learning lib on the top of PyTorch


  1. A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

    Python 682 90

  2. Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

    Python 15 3

  3. A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.

    Jupyter Notebook 96 25

  4. TanD Public

    TanD - Train and Deploy is a no-code framework to automatize the Machine Learning workflow.

    Python 8 1

  5. br-quad-2.0 Public

    Stanford Question Answering Dataset (SQuAD) 2.0 translated to Brazilian Portuguese (PT-BR) language.

    Python 9 3

524 contributions in the last year

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Mon Wed Fri

Contribution activity

September 2022

Created 1 commit in 1 repository
Created 1 repository

Created a pull request in huggingface/diffusers that received 8 comments

stable diffusion using < 2.3GB of GPU memory

On Stable Diffusion, if we leave all models on fp32 on CPU but the unet on GPU, and enable_attention_slicing with slice size 1 we have run Stable D…

+56 −14 8 comments
Opened 2 other pull requests in 2 repositories
piEsposito/diffusers 1 merged
huggingface/diffusers 1 open
Reviewed 1 pull request in 1 repository
huggingface/diffusers 1 pull request

Created an issue in huggingface/diffusers that received 2 comments

Reduce Stable Diffusion memory usage by keeping unet only on GPU.

Is your feature request related to a problem? Please describe. Stable Diffusion is not compute heavy on all its steps. If we keep the diffusion une…

45 contributions in private repositories Sep 1 – Sep 22

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