upstream-archive snapshot of Helsinki-NLP/opus-mt-afa-afa (ADR-039 Phase D)
Browse files- .gitattributes +8 -32
- README.md +118 -0
- config.json +56 -0
- generation_config.json +16 -0
- model.safetensors +3 -0
- source.spm +3 -0
- special_tokens_map.json +5 -0
- target.spm +3 -0
- tokenizer_config.json +38 -0
- vocab.json +0 -0
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README.md
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---
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language:
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- so
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- ti
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- am
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- he
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- mt
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- ar
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- afa
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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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### afa-afa
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* source group: Afro-Asiatic languages
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* target group: Afro-Asiatic languages
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* OPUS readme: [afa-afa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afa-afa/README.md)
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* model: transformer
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* source language(s): apc ara arq arz heb kab mlt shy_Latn thv
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* target language(s): apc ara arq arz heb kab mlt shy_Latn thv
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/afa-afa/opus-2020-07-26.zip)
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| 30 |
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* test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/afa-afa/opus-2020-07-26.test.txt)
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* test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/afa-afa/opus-2020-07-26.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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| 36 |
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|-----------------------|-------|-------|
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| 37 |
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| Tatoeba-test.ara-ara.ara.ara | 4.3 | 0.148 |
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| Tatoeba-test.ara-heb.ara.heb | 31.9 | 0.525 |
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| 39 |
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| Tatoeba-test.ara-kab.ara.kab | 0.3 | 0.120 |
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| 40 |
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| Tatoeba-test.ara-mlt.ara.mlt | 14.0 | 0.428 |
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| Tatoeba-test.ara-shy.ara.shy | 1.3 | 0.050 |
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| Tatoeba-test.heb-ara.heb.ara | 17.0 | 0.464 |
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| Tatoeba-test.heb-kab.heb.kab | 1.9 | 0.104 |
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| 44 |
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| Tatoeba-test.kab-ara.kab.ara | 0.3 | 0.044 |
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| 45 |
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| Tatoeba-test.kab-heb.kab.heb | 5.1 | 0.099 |
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| 46 |
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| Tatoeba-test.kab-shy.kab.shy | 2.2 | 0.009 |
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| 47 |
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| Tatoeba-test.kab-tmh.kab.tmh | 10.7 | 0.007 |
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| 48 |
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| Tatoeba-test.mlt-ara.mlt.ara | 29.1 | 0.498 |
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| 49 |
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| Tatoeba-test.multi.multi | 20.8 | 0.434 |
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| 50 |
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| Tatoeba-test.shy-ara.shy.ara | 1.2 | 0.053 |
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| 51 |
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| Tatoeba-test.shy-kab.shy.kab | 2.0 | 0.134 |
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| 52 |
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| Tatoeba-test.tmh-kab.tmh.kab | 0.0 | 0.047 |
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| 53 |
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| 54 |
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| 55 |
+
### System Info:
|
| 56 |
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- hf_name: afa-afa
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| 57 |
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| 58 |
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- source_languages: afa
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| 59 |
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- target_languages: afa
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| 61 |
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| 62 |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afa-afa/README.md
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| 63 |
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| 64 |
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- original_repo: Tatoeba-Challenge
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| 65 |
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- tags: ['translation']
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| 67 |
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- languages: ['so', 'ti', 'am', 'he', 'mt', 'ar', 'afa']
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- src_constituents: {'som', 'rif_Latn', 'tir', 'kab', 'arq', 'afb', 'amh', 'arz', 'heb', 'shy_Latn', 'apc', 'mlt', 'thv', 'ara', 'hau_Latn', 'acm', 'ary'}
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| 71 |
+
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- tgt_constituents: {'som', 'rif_Latn', 'tir', 'kab', 'arq', 'afb', 'amh', 'arz', 'heb', 'shy_Latn', 'apc', 'mlt', 'thv', 'ara', 'hau_Latn', 'acm', 'ary'}
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- src_multilingual: True
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- tgt_multilingual: True
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- prepro: normalization + SentencePiece (spm32k,spm32k)
|
| 79 |
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|
| 80 |
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/afa-afa/opus-2020-07-26.zip
|
| 81 |
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|
| 82 |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/afa-afa/opus-2020-07-26.test.txt
|
| 83 |
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|
| 84 |
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- src_alpha3: afa
|
| 85 |
+
|
| 86 |
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- tgt_alpha3: afa
|
| 87 |
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|
| 88 |
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- short_pair: afa-afa
|
| 89 |
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|
| 90 |
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- chrF2_score: 0.434
|
| 91 |
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|
| 92 |
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- bleu: 20.8
|
| 93 |
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|
| 94 |
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- brevity_penalty: 1.0
|
| 95 |
+
|
| 96 |
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- ref_len: 15215.0
|
| 97 |
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|
| 98 |
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- src_name: Afro-Asiatic languages
|
| 99 |
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|
| 100 |
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- tgt_name: Afro-Asiatic languages
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| 101 |
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|
| 102 |
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- train_date: 2020-07-26
|
| 103 |
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| 104 |
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- src_alpha2: afa
|
| 105 |
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|
| 106 |
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- tgt_alpha2: afa
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| 107 |
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- prefer_old: False
|
| 109 |
+
|
| 110 |
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- long_pair: afa-afa
|
| 111 |
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|
| 112 |
+
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
|
| 113 |
+
|
| 114 |
+
- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
|
| 115 |
+
|
| 116 |
+
- port_machine: brutasse
|
| 117 |
+
|
| 118 |
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- port_time: 2020-08-21-14:41
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config.json
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{
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"_name_or_path": "Helsinki-NLP/opus-mt-afa-afa",
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| 3 |
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"activation_dropout": 0.0,
|
| 4 |
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"activation_function": "swish",
|
| 5 |
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"add_bias_logits": false,
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| 6 |
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"add_final_layer_norm": false,
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| 7 |
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"architectures": [
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| 8 |
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"MarianMTModel"
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| 9 |
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],
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"attention_dropout": 0.0,
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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_vocab_size": 33714,
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"dropout": 0.1,
|
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|
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"id2label": {
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"0": "LABEL_0",
|
| 31 |
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"1": "LABEL_1",
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| 32 |
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"2": "LABEL_2"
|
| 33 |
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},
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"init_std": 0.02,
|
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"is_encoder_decoder": true,
|
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},
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"max_length": null,
|
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"max_position_embeddings": 512,
|
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"model_type": "marian",
|
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"normalize_before": false,
|
| 45 |
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"normalize_embedding": false,
|
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"num_beams": null,
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"num_hidden_layers": 6,
|
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"pad_token_id": 33713,
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"scale_embedding": true,
|
| 50 |
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"share_encoder_decoder_embeddings": true,
|
| 51 |
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"static_position_embeddings": true,
|
| 52 |
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"torch_dtype": "float32",
|
| 53 |
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"transformers_version": "4.45.1",
|
| 54 |
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"use_cache": true,
|
| 55 |
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"vocab_size": 33714
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| 56 |
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}
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generation_config.json
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{
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|
| 15 |
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"transformers_version": "4.45.1"
|
| 16 |
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 245764168
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source.spm
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version https://git-lfs.github.com/spec/v1
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size 842154
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special_tokens_map.json
ADDED
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@@ -0,0 +1,5 @@
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{
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| 2 |
+
"eos_token": "</s>",
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| 3 |
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"pad_token": "<pad>",
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| 4 |
+
"unk_token": "<unk>"
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| 5 |
+
}
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target.spm
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:db1c1a7f37a9362214e7f93173e3d8e770cc7a2cf0375e5f92fcd2ef19db2b65
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| 3 |
+
size 842006
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tokenizer_config.json
ADDED
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@@ -0,0 +1,38 @@
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| 1 |
+
{
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| 2 |
+
"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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"content": "</s>",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
|
| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false,
|
| 9 |
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"special": true
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| 10 |
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},
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| 11 |
+
"1": {
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| 12 |
+
"content": "<unk>",
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| 13 |
+
"lstrip": false,
|
| 14 |
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"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
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| 19 |
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"33713": {
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| 20 |
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"content": "<pad>",
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| 21 |
+
"lstrip": false,
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| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
}
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| 27 |
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},
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| 28 |
+
"clean_up_tokenization_spaces": false,
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| 29 |
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"eos_token": "</s>",
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| 30 |
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"model_max_length": 512,
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| 31 |
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"pad_token": "<pad>",
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| 32 |
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"separate_vocabs": false,
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| 33 |
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"source_lang": "afa",
|
| 34 |
+
"sp_model_kwargs": {},
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| 35 |
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"target_lang": "afa",
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| 36 |
+
"tokenizer_class": "MarianTokenizer",
|
| 37 |
+
"unk_token": "<unk>"
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| 38 |
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}
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vocab.json
ADDED
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