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Browse files- README.md +32 -0
- config.json +53 -0
- pytorch_model.bin +3 -0
- rust_model.ot +3 -0
- source.spm +3 -0
- target.spm +3 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- translation
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license: apache-2.0
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---
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### opus-mt-en-ru
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* source languages: en
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* target languages: ru
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* OPUS readme: [en-ru](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ru/README.md)
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* dataset: opus
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* model: transformer-align
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* pre-processing: normalization + SentencePiece
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* download original weights: [opus-2020-02-11.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-ru/opus-2020-02-11.zip)
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* test set translations: [opus-2020-02-11.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ru/opus-2020-02-11.test.txt)
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* test set scores: [opus-2020-02-11.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-ru/opus-2020-02-11.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| newstest2012.en.ru | 31.1 | 0.581 |
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| newstest2013.en.ru | 23.5 | 0.513 |
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| newstest2015-enru.en.ru | 27.5 | 0.564 |
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| newstest2016-enru.en.ru | 26.4 | 0.548 |
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| newstest2017-enru.en.ru | 29.1 | 0.572 |
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| newstest2018-enru.en.ru | 25.4 | 0.554 |
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| newstest2019-enru.en.ru | 27.1 | 0.533 |
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| Tatoeba.en.ru | 48.4 | 0.669 |
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config.json
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{
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"_num_labels": 3,
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"MarianMTModel"
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],
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"attention_dropout": 0.0,
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"bad_words_ids": [
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[
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62517
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]
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],
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"d_model": 512,
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"decoder_attention_heads": 8,
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"decoder_ffn_dim": 2048,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 62517,
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"dropout": 0.1,
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 2048,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 0,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"max_length": 512,
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"max_position_embeddings": 512,
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"model_type": "marian",
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"normalize_before": false,
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"normalize_embedding": false,
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"num_beams": 4,
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"num_hidden_layers": 6,
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"pad_token_id": 62517,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"vocab_size": 62518
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d15fa58c6bc3efd3629c1b6b86d9aa6d15d2751a4620aa4cdd7eed7b5cbe583b
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size 306991893
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rust_model.ot
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a950daf8b39c3da63dca70b2b158beac6761a0283393e0ae1a854ee52bec122
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size 563074700
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source.spm
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version https://git-lfs.github.com/spec/v1
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oid sha256:16bebef1389a0b8ab452772c4e35b9e605e5713f8ac7baa71ca701394eaa086d
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size 802781
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target.spm
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version https://git-lfs.github.com/spec/v1
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oid sha256:745998e51ba5b058e38b7ac7765c25c43ed5c1c39cc92b27163b9b2e323c9d7c
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size 1080169
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tokenizer_config.json
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{"target_lang": "ru", "source_lang": "en"}
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vocab.json
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