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anuj1541/rotary-indictrans2-indic-en-mr-docs
rotary-indictrans2-indic-en-mr-docs is a translation model from anuj1541. Use it when you need text moved from one language to another. It is set up for transformers.
Fine-tuned from prajdabre/rotary-indictrans2-indic-en-dist-200M on CIDCO train/val/test + alldocumentstranslatedprogress1.csv.
Downloads · 30 days
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From the Hugging Face model README
Fine-tuned from prajdabre/rotary-indictrans2-indic-en-dist-200M on CIDCO train/val/test + all_documents_translated_progress_1.csv.
Training mode: LoRA (lr=5e-05).
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
repo = "anuj1541/rotary-indictrans2-indic-en-mr-docs"
tokenizer = AutoTokenizer.from_pretrained(repo, trust_remote_code=True)
model = AutoModelForSeq2SeqLM.from_pretrained(repo, trust_remote_code=True)
mar_Deva -> eng_Latnpytorch_model.bin, config.json, generation_config.json, tokenization_indictrans.py, tokenizer_config.json, dict.SRC.json, dict.TGT.json, model.SRC, model.TGT, configuration_rotary_indictrans.py, modeling_rotary_indictrans.py
| Model | BLEU | ChrF | METEOR | TER | COMET | BERTF1 | Judge/5 |
|---|---|---|---|---|---|---|---|
rotary-base (prajdabre/rotary-indictrans2-indic-en-dist-200M) | 39.47 | 57.76 | 64.19 | 76.65 | — | 92.29 | 2.80 |
all-docs (anuj1541/indictrans2-all-docs) | 70.56 | 72.38 | 74.41 | 60.22 | — | 93.58 | 3.14 |
| fine-tuned (this repo) | 49.05 | 65.92 | 74.47 | 73.91 | — | 93.66 | 3.20 |