Translation
Transformers
PyTorch
Safetensors
Bengali
English
marian
text2text-generation
Eval Results (legacy)
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("shhossain/opus-mt-en-to-bn")
model = AutoModelForSeq2SeqLM.from_pretrained("shhossain/opus-mt-en-to-bn", device_map="auto")Quick Links
English-Bengali Translation Model
This model is finetuned on Helsinki-NLP/opus-mt-en-inc for English to Bangla Translation.
- Developed by: shhossain
- Model type: [transformer-align]
- Language(s) (NLP): [English, Bengali]
- License: [apache-2.0]
- Finetuned from model [Helsinki-NLP/opus-mt-en-inc]: Helsinki-NLP/opus-mt-en-inc
Use with transformers
from transformers import pipeline
pipe = pipeline("translation", model="shhossain/opus-mt-en-to-bn")
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Evaluation results
- Bleu on opus100validation set self-reported12.537
- Validation Loss on opus100validation set self-reported2.121
- Training Loss on opus100validation set self-reported1.771
# 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="shhossain/opus-mt-en-to-bn")