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nevakrien's Projects

hpcgpt icon hpcgpt

benchmarking TinyGPT and improving its preformance.

latentspace icon latentspace

Latent space refers to an abstract multi-dimensional space containing feature values that we cannot interpret directly, but which encodes a meaningful internal representation of externally observed events. The latent space is simply a representation of compressed data in which similar data points are closer together in space. I plotted Latent Space

lmppl_code icon lmppl_code

Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder LM (eg. Flan-T5).

merge_heap icon merge_heap

this is for a school project I am choosing c for extra fun points

nllb_translation icon nllb_translation

getting the best I can from the translation model using some extra tricks

nlp-generation-educational icon nlp-generation-educational

this is here as a link to the colab notebook https://colab.research.google.com/drive/1ciujWLifP0YEPFu4WpVx4dkAPb2RX1Hm?usp=sharing

oom icon oom

stress testing machines by alocating memory

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