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anuj1541/rotary-indictrans2-indic-en-mr-docs-v2
rotary-indictrans2-indic-en-mr-docs-v2 is a translation model from anuj1541. Use it when you need text moved from one language to another. It is set up for transformers.
Continual fine-tune from anuj1541/rotary-indictrans2-indic-en-mr-docs on ~100k mix (full partial progress + long blocks).
Downloads · 30 days
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From the Hugging Face model README
Continual fine-tune from anuj1541/rotary-indictrans2-indic-en-mr-docs on ~100k mix (full partial progress + long blocks).
Training mode: LoRA (lr=2e-05).
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
repo = "anuj1541/rotary-indictrans2-indic-en-mr-docs-v2"
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-mr-docs (anuj1541/rotary-indictrans2-indic-en-mr-docs) | 27.78 | 83.63 | 71.02 | 33.68 | 0.8404 | 91.44 | 2.66 |
| fine-tuned (this repo) | 27.78 | 89.68 | 75.31 | 33.68 | 0.8573 | 91.90 | 2.94 |