Instructions to use splitner/single-qa-ontonotes with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use splitner/single-qa-ontonotes with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("splitner/single-qa-ontonotes") model = AutoModel.from_pretrained("splitner/single-qa-ontonotes", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
ad107d6
1
Parent(s): 2fefc64
first model version
Browse files- config.json +36 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +28 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
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{
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"_name_or_path": "roberta-base",
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"architectures": [
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"NerRobertaModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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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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"3": "LABEL_3"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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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"LABEL_3": 3
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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merges.txt
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:927a6b52414d614dc455e74d4b655a157394ee2c5c7ca3aeb40fb12bf1e7e67f
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size 1049022893
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c6ab4ff164aa6889dd25cb3e09adbd1f4c7fe1db78ba985aa19ac8214470ffd
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size 524538563
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d77c8126d02bb53e513456536a6d9fe2fc2c22802eda326ba66f394c84cd92c
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size 623
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "name_or_path": "roberta-base"}
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trainer_state.json
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{
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"best_metric": 0.0,
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"best_model_checkpoint": "../out/onto_final/ner-roberta-qa4-querytype4-char-pattern3-subtext-dim50-new/checkpoints/checkpoint-30000",
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"epoch": 0.8659508139937652,
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"global_step": 30000,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.8659508139937652,
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"learning_rate": 9.971134972866875e-05,
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"loss": 6.094925006230672e-05,
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"step": 30000
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},
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{
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"epoch": 0.8659508139937652,
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"eval_loss": 0.0,
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"eval_micro_f1": 0.0,
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"step": 30000
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}
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],
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"max_steps": 10393200,
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"num_train_epochs": 300,
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"total_flos": 156978982343677440,
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"trial_name": null,
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"trial_params": null
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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 sha256:4b6cd93d9308f7c153e8a9fc58a24695d407643d8e9e713b520c6b1fb397caaf
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size 2031
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vocab.json
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