Instructions to use oliverguhr/spelling-correction-english-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use oliverguhr/spelling-correction-english-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("oliverguhr/spelling-correction-english-base") model = AutoModelForSeq2SeqLM.from_pretrained("oliverguhr/spelling-correction-english-base") - Notebooks
- Google Colab
- Kaggle
Commit ·
0e39583
1
Parent(s): ce6a439
Adding ONNX file of this model (#3)
Browse files- Adding ONNX file of this model (4b7d553f6a139b7f50d08386f6f1f556f87f518b)
Co-authored-by: Mohamed Adham <muadham@users.noreply.huggingface.co>
- onnx/added_tokens.json +7 -0
- onnx/config.json +74 -0
- onnx/decoder_model.onnx +3 -0
- onnx/decoder_model_merged.onnx +3 -0
- onnx/decoder_with_past_model.onnx +3 -0
- onnx/encoder_model.onnx +3 -0
- onnx/generation_config.json +13 -0
- onnx/merges.txt +0 -0
- onnx/special_tokens_map.json +9 -0
- onnx/tokenizer.json +0 -0
- onnx/tokenizer_config.json +62 -0
- onnx/vocab.json +0 -0
onnx/added_tokens.json
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{
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"</s>": 2,
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"<mask>": 50264,
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"<pad>": 1,
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"<s>": 0,
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"<unk>": 3
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}
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onnx/config.json
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{
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"_name_or_path": "oliverguhr/spelling-correction-english-base",
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"activation_dropout": 0.1,
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"activation_function": "gelu",
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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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"BartForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.1,
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"classifier_dropout": 0.0,
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"d_model": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"early_stopping": true,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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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_position_embeddings": 1024,
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"model_type": "bart",
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"no_repeat_ngram_size": 3,
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"normalize_before": false,
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"normalize_embedding": true,
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"num_beams": 4,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"scale_embedding": false,
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"task_specific_params": {
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"summarization": {
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"length_penalty": 1.0,
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"max_length": 128,
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"min_length": 12,
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"num_beams": 4
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},
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"summarization_cnn": {
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"length_penalty": 2.0,
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"max_length": 142,
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"min_length": 56,
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"num_beams": 4
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},
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"summarization_xsum": {
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"length_penalty": 1.0,
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"max_length": 62,
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"min_length": 11,
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"num_beams": 6
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}
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},
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"transformers_version": "4.34.0",
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"use_cache": true,
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"vocab_size": 50265
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}
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onnx/decoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ddabe82a2d41495679d0d2251af1e703e1604d5e5de68e849357639b35ca3949
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size 539316749
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onnx/decoder_model_merged.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9eb49b051cb90d1e491fa055e94a1a5b240bffb0c65beb2bc53592b436a3f9d
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size 539563255
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onnx/decoder_with_past_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:0ef8013b1a19a73a5bc8179ba3cc1dedadaf757edb72eded04cb08bd53bf11c6
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size 510925782
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onnx/encoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c90052f5ace37e2213cb35d54961b377f9a94b2158fa128c7f60c65b847888b
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size 327800186
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onnx/generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.34.0"
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}
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onnx/merges.txt
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onnx/special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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onnx/tokenizer.json
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onnx/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"50264": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [],
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"max_length": 1024,
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"model_max_length": 1024,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"stride": 0,
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"tokenizer_class": "BartTokenizer",
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"trim_offsets": true,
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>"
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}
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onnx/vocab.json
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