Mamba text classification

Using the Mamba model to classify the sentiment of IMDb review.

Installation

Library

    !pip install datasets evaluate accelerate
    !pip install causal-conv1d>=1.1.0
    !pip install mamba-ssm
    !pip install configargparse

Env

    !echo /usr/lib64-nvidia/ >/etc/ld.so.conf.d/libcuda.conf; ldconfig

Train model

    !python train.py

    !python infer.py --infer_data "I like it"