Optim
Collection
Pretrained models optimized for different modalities for deployment on scale • 2 items • Updated • 1
How to use Parveshiiii/Audio-optim with Transformers:
# Load model directly
from transformers import AutoProcessor, AutoModelForImageTextToText
processor = AutoProcessor.from_pretrained("Parveshiiii/Audio-optim")
model = AutoModelForImageTextToText.from_pretrained("Parveshiiii/Audio-optim")Its basically a Gemma4 E4B but optimized for audio and video analysis and image analysis on limited resources.
Base model
google/gemma-4-E4B