Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- as
|
| 4 |
+
- bn
|
| 5 |
+
- brx
|
| 6 |
+
- doi
|
| 7 |
+
- gom
|
| 8 |
+
- gu
|
| 9 |
+
- hi
|
| 10 |
+
- kn
|
| 11 |
+
- ks
|
| 12 |
+
- mai
|
| 13 |
+
- ml
|
| 14 |
+
- mr
|
| 15 |
+
- mni
|
| 16 |
+
- ne
|
| 17 |
+
- or
|
| 18 |
+
- pa
|
| 19 |
+
- sa
|
| 20 |
+
- sat
|
| 21 |
+
- snd
|
| 22 |
+
- ta
|
| 23 |
+
- te
|
| 24 |
+
- ur
|
| 25 |
+
language_details: >-
|
| 26 |
+
asm_Beng, ben_Beng, brx_Deva, doi_Deva, gom_Deva, guj_Gujr,
|
| 27 |
+
hin_Deva, kan_Knda, kas_Arab, mai_Deva, mal_Mlym, mar_Deva,
|
| 28 |
+
mni_Mtei, npi_Deva, ory_Orya, pan_Guru, san_Deva, sat_Olck,
|
| 29 |
+
snd_Deva, tam_Taml, tel_Telu, urd_Arab
|
| 30 |
+
tags:
|
| 31 |
+
- indictrans2
|
| 32 |
+
- translation
|
| 33 |
+
- ai4bharat
|
| 34 |
+
- multilingual
|
| 35 |
+
license: mit
|
| 36 |
+
datasets:
|
| 37 |
+
- flores-200
|
| 38 |
+
- IN22-Gen
|
| 39 |
+
- IN22-Conv
|
| 40 |
+
metrics:
|
| 41 |
+
- bleu
|
| 42 |
+
- chrf
|
| 43 |
+
- chrf++
|
| 44 |
+
- comet
|
| 45 |
+
inference: false
|
| 46 |
+
---
|
| 47 |
+
|
| 48 |
+
# IndicTrans2
|
| 49 |
+
|
| 50 |
+
This is the model card of IndicTrans2 Indic-Indic 1B variant adapted after stitching Indic-En 1B and En-Indic 1B variants.
|
| 51 |
+
|
| 52 |
+
More details coming soon ...
|
| 53 |
+
|
| 54 |
+
### Usage Instructions
|
| 55 |
+
|
| 56 |
+
Please refer to the [github repository](https://github.com/AI4Bharat/IndicTrans2/tree/main/huggingface_inference) for a detail description on how to use HF compatible IndicTrans2 models for inference.
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
### Citation
|
| 60 |
+
|
| 61 |
+
If you consider using our work then please cite using:
|
| 62 |
+
|
| 63 |
+
```
|
| 64 |
+
@article{ai4bharat2023indictrans2,
|
| 65 |
+
title = {IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages},
|
| 66 |
+
author = {AI4Bharat and Jay Gala and Pranjal A. Chitale and Raghavan AK and Sumanth Doddapaneni and Varun Gumma and Aswanth Kumar and Janki Nawale and Anupama Sujatha and Ratish Puduppully and Vivek Raghavan and Pratyush Kumar and Mitesh M. Khapra and Raj Dabre and Anoop Kunchukuttan},
|
| 67 |
+
year = {2023},
|
| 68 |
+
journal = {arXiv preprint arXiv: 2305.16307}
|
| 69 |
+
}
|
| 70 |
+
```
|