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README.md

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+---
+language: iir
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### iir-iir
+
+* source languages: iir
+* target languages: iir
+*  OPUS readme: [iir-iir](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/iir-iir/README.md)
+
+*  dataset: opus
+* model: transformer
+* source language(s): asm hin mar urd zza
+* target language(s): asm hin mar urd zza
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
+* download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/iir-iir/opus-2020-07-27.zip)
+* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/iir-iir/opus-2020-07-27.test.txt)
+* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/iir-iir/opus-2020-07-27.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.asm-hin.asm.hin 	| 3.5 	| 0.202 |
+| Tatoeba-test.asm-zza.asm.zza 	| 12.4 	| 0.014 |
+| Tatoeba-test.hin-asm.hin.asm 	| 6.2 	| 0.238 |
+| Tatoeba-test.hin-mar.hin.mar 	| 27.0 	| 0.560 |
+| Tatoeba-test.hin-urd.hin.urd 	| 21.4 	| 0.507 |
+| Tatoeba-test.mar-hin.mar.hin 	| 13.4 	| 0.463 |
+| Tatoeba-test.multi.multi 	| 17.7 	| 0.460 |
+| Tatoeba-test.urd-hin.urd.hin 	| 13.4 	| 0.363 |
+| Tatoeba-test.zza-asm.zza.asm 	| 5.3 	| 0.000 |
+