Transformers How to use ManiKumarAdapala/Gemma3-En2Indic-NMT-270M with Transformers:
# Use a pipeline as a high-level helper
# Warning: Pipeline type "translation" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# 'pip install "transformers<5.0.0'
from transformers import pipeline
pipe = pipeline("translation", model="ManiKumarAdapala/Gemma3-En2Indic-NMT-270M") # Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("ManiKumarAdapala/Gemma3-En2Indic-NMT-270M")
model = AutoModelForCausalLM.from_pretrained("ManiKumarAdapala/Gemma3-En2Indic-NMT-270M", device_map="auto") 
