How to use rnagabh/gemma4-audio-encoder with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="rnagabh/gemma4-audio-encoder")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("rnagabh/gemma4-audio-encoder") model = AutoModel.from_pretrained("rnagabh/gemma4-audio-encoder", device_map="auto")
https://huggingface.co/rnagabh/gemma4-audio-encoder/resolve/main/gemma4_speaker_similarity.png
hf download hf://rnagabh/gemma4-audio-encoder/gemma4_speaker_similarity.png
curl -L -o gemma4_speaker_similarity.png https://huggingface.co/rnagabh/gemma4-audio-encoder/resolve/main/gemma4_speaker_similarity.png
