feat:init;
Browse files- README.md +35 -0
- config.json +61 -0
- pytorch_model.bin +3 -0
- source.spm +0 -0
- special_tokens_map.json +1 -0
- target.spm +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
README.md
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---
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language:
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- en
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- zh
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tags:
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- translation
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widget:
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- text: "I like to study Data Science and Machine Learning."
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---
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# liam168/trans-opus-mt-en-zh
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## Model description
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* source group: English
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* target group: Chinese
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* model: transformer
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* source language(s): eng
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* target language(s): cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant gan lzh lzh_Hans nan wuu yue yue_Hans yue_Hant
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## How to use
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```python
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>>> from transformers import AutoModelWithLMHead,AutoTokenizer,pipeline
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>>> mode_name = 'liam168/trans-opus-mt-en-zh'
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>>> model = AutoModelWithLMHead.from_pretrained(mode_name)
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>>> tokenizer = AutoTokenizer.from_pretrained(mode_name)
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>>> translation = pipeline("translation_en_to_zh", model=model, tokenizer=tokenizer)
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>>> translation('I like to study Data Science and Machine Learning.', max_length=400)
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[{'translation_text': '我喜欢学习数据科学和机器学习'}]
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```
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## Contact
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config.json
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{
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"_name_or_path": "liam168/trans-opus-mt-en-zh",
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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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65000
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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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"classifier_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": 65000,
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"do_blenderbot_90_layernorm": false,
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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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"extra_pos_embeddings": 0,
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"force_bos_token_to_be_generated": false,
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"forced_eos_token_id": 0,
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"gradient_checkpointing": false,
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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": 65000,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"transformers_version": "4.8.2",
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"use_cache": true,
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"vocab_size": 65001
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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:d3332812466738338b03ed2c1232ce93c77263e9b54c146e6b5b9fabc22f20b6
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size 310016901
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source.spm
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special_tokens_map.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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target.spm
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tokenizer_config.json
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{"source_lang": "eng", "target_lang": "zho", "unk_token": "<unk>", "eos_token": "</s>", "pad_token": "<pad>", "model_max_length": 512, "sp_model_kwargs": {}, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "liam168/trans-opus-mt-en-zh", "tokenizer_class": "MarianTokenizer"}
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vocab.json
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