google/code_x_glue_cc_code_to_code_trans
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How to use lafarizo/code_translation_v3 with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("lafarizo/code_translation_v3")
model = AutoModelForSeq2SeqLM.from_pretrained("lafarizo/code_translation_v3")Code Translation from Java to C#
| Metric | Pre-Trained | Fine Tuned |
|---|---|---|
| BLEU Score | 38.73% | 85.42% |
| ROUGE-1 Score | 60.56% | 91.70% |
| ROUGE-2 Score | 46.34% | 87.64% |
| ROUGE-L Score | 60.08% | 91.43% |
| Exact Match Accuracy | 0% | 56% |
| Mutation-Based Translation Score | 0.980 | 0.426 |