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Repositories are either my own or the ones I've contributed to.

Arman's Projects

bigs icon bigs

Bidirectional Gated State Space Models for NLP

clusterdata-prediction icon clusterdata-prediction

MLP neural network program on cluster data collected from production clusters in Alibaba for cluster management research

code-lamini icon code-lamini

Demonstration of how to build a retrieval augmented instruction model in lamini

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

llama icon llama

Inference code for LLaMA models

mlp-mcr icon mlp-mcr

Multi-layer Perceptron Regression on Microservice Call Rate

otter icon otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following ability and in-context learning.

sophia icon sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

watermarking-sum icon watermarking-sum

Applying the watermarking algorithm on a pre-trained summarization model (BART) and a summarization dataset (CNN)

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