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madlad400-10b-ct2
raphaelmerx/madlad400-10b-ct2
madlad400-10b-ct2 is a translation model from raphaelmerx. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
The google/madlad400-10b-mt model, converted to cTranslate2 format.
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Jan 3, 2025
- Updated
- Jan 3, 2025
- SHA
- 5b39a02e
Try a prompt
Datasets
Model card
From the Hugging Face model README
MADLAD-400-10B-MT, converted to cTranslate2
The google/madlad400-10b-mt model, converted to cTranslate2 format.
Usage:
from huggingface_hub import snapshot_download
model_path = snapshot_download("santhosh/madlad400-3b-ct2")
tokenizer = SentencePieceProcessor()
tokenizer.load(f"{model_path}/sentencepiece.model")
translator = ctranslate2.Translator(model_path, device="cuda" if torch.cuda.is_available() else "cpu")
text = "<2pt> I love pizza!"
input_ids = tokenizer.encode(text, out_type=str)
outputs = model.translate_batch(
[input_ids],
batch_type="tokens",
beam_size=2,
no_repeat_ngram_size=1,
)
tokenizer.decode(results[0].hypotheses[0])
# Eu adoro pizza!
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Languages
- multilingual, en, ru, es, fr, de
- Created
- Jan 3, 2025
- Updated
- Jan 3, 2025