Instructions to use DunnBC22/xlnet-base-cased-finetuned-WikiNeural-PoS with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use DunnBC22/xlnet-base-cased-finetuned-WikiNeural-PoS with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="DunnBC22/xlnet-base-cased-finetuned-WikiNeural-PoS")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("DunnBC22/xlnet-base-cased-finetuned-WikiNeural-PoS") model = AutoModelForTokenClassification.from_pretrained("DunnBC22/xlnet-base-cased-finetuned-WikiNeural-PoS") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +65 -0
- pytorch_model.bin +3 -0
- runs/Jul10_23-27-05_Brians-Mac-mini.local/1689049630.731692/events.out.tfevents.1689049630.Brians-Mac-mini.local.7468.1 +3 -0
- runs/Jul10_23-27-05_Brians-Mac-mini.local/events.out.tfevents.1689049630.Brians-Mac-mini.local.7468.0 +3 -0
- special_tokens_map.json +19 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +26 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "xlnet-base-cased",
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"architectures": [
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"XLNetForTokenClassification"
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],
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"attn_type": "bi",
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"bi_data": false,
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"bos_token_id": 1,
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"clamp_len": -1,
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"d_head": 64,
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"d_inner": 3072,
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"d_model": 768,
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"dropout": 0.1,
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"end_n_top": 5,
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"eos_token_id": 2,
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"ff_activation": "gelu",
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"id2label": {
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"0": "O",
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"1": "B-PER",
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"2": "I-PER",
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"3": "B-ORG",
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"4": "I-ORG",
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"5": "B-LOC",
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"6": "I-LOC",
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"7": "B-MISC",
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"8": "I-MISC"
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},
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"initializer_range": 0.02,
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"label2id": {
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"B-LOC": 5,
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"B-MISC": 7,
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"B-ORG": 3,
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"B-PER": 1,
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"I-LOC": 6,
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"I-MISC": 8,
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"I-ORG": 4,
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"I-PER": 2,
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"O": 0
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},
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"layer_norm_eps": 1e-12,
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"mem_len": null,
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"model_type": "xlnet",
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"n_head": 12,
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"n_layer": 12,
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"pad_token_id": 5,
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"reuse_len": null,
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"same_length": false,
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"start_n_top": 5,
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"summary_activation": "tanh",
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"summary_last_dropout": 0.1,
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"summary_type": "last",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 250
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.28.1",
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"untie_r": true,
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"use_mems_eval": true,
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"use_mems_train": false,
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"vocab_size": 32000
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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 sha256:6d5a0730b4aec77082711712482189de174cb577a6cd93787ab79c660dfc9dbb
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size 466967309
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runs/Jul10_23-27-05_Brians-Mac-mini.local/1689049630.731692/events.out.tfevents.1689049630.Brians-Mac-mini.local.7468.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:e05dcf244f6fc23e82eb6c46fa71801d06c983f8108c3bd45db9b91e0fdd9d54
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size 5949
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runs/Jul10_23-27-05_Brians-Mac-mini.local/events.out.tfevents.1689049630.Brians-Mac-mini.local.7468.0
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version https://git-lfs.github.com/spec/v1
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size 5944
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<eop>",
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"<eod>"
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],
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"bos_token": "<s>",
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"cls_token": "<cls>",
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"eos_token": "</s>",
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"mask_token": {
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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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},
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"pad_token": "<pad>",
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"sep_token": "<sep>",
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"unk_token": "<unk>"
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f8c1c0bc2854d1af911a8550288c1258af5ba50277f3a5c829b98eb86fc5646
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size 798011
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tokenizer.json
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tokenizer_config.json
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{
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"additional_special_tokens": [
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"<eop>",
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"<eod>"
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],
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<cls>",
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"do_lower_case": false,
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"eos_token": "</s>",
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"keep_accents": false,
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"mask_token": {
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"__type": "AddedToken",
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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| 18 |
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"single_word": false
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},
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"remove_space": true,
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"sep_token": "<sep>",
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"tokenizer_class": "XLNetTokenizer",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f446502a25a0fb20b4e2593f9b3870b4fd4d0e74e337322d1bb54315a78be118
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size 3643
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