Token Classification
Transformers
TensorBoard
Safetensors
bert
semantic-role-labeling
Generated from Trainer
Instructions to use pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg") model = AutoModelForTokenClassification.from_pretrained("pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload 11 files
Browse files- .gitattributes +35 -0
- README.md +32 -0
- config.json +150 -0
- model.safetensors +3 -0
- runs/Mar28_09-46-29_arimo-ThinkBook-14-G5-IRH/events.out.tfevents.1711615674.arimo-ThinkBook-14-G5-IRH.18660.0 +3 -0
- runs/Mar28_14-24-30_arimo-ThinkBook-14-G5-IRH/events.out.tfevents.1711632278.arimo-ThinkBook-14-G5-IRH.35878.0 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
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README.md
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---
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license: apache-2.0
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base_model: dannashao/bert-base-uncased-finetuned-advanced-srl_arg
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duplicated_from: dannashao/bert-base-uncased-finetuned-advanced-srl_arg # adds automatic badge
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pipeline_tag: token-classification
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library_name: transformers
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tags:
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- transformers
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- semantic-role-labeling
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- generated_from_trainer
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model_index:
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- name: SRL (UPropBank dev)
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results:
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- task:
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type: semantic-role-labeling
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name: SRL
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metrics:
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- type: f1
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value: 0.8669 # numeric, not string
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name: F1
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original_sha: 7e13b4f # renamed for clarity
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---
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# pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg
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This repository is an **archival mirror** of
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[`dannashao/bert-base-uncased-finetuned-advanced-srl_arg`](https://huggingface.co/dannashao/bert-base-uncased-finetuned-advanced-srl_arg).
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Weights and tokenizer are **byte‑identical** to upstream commit `7e13b4f`.
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Only the hosting namespace has changed to guarantee long‑term availability for the [HydraEdge](https://github.com/pakkinlau/hydraedge) project.
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Maintainer · **Pak Kin Lau**
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config.json
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{
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"_name_or_path": "bert-base-uncased",
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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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": "ARG0",
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"1": "ARG1",
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"2": "ARG1-DSP",
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"3": "ARG2",
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"4": "ARG3",
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"5": "ARG4",
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"6": "ARG5",
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"7": "ARGA",
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"8": "ARGM-ADJ",
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"9": "ARGM-ADV",
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"10": "ARGM-CAU",
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"11": "ARGM-COM",
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"12": "ARGM-CXN",
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"13": "ARGM-DIR",
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"14": "ARGM-DIS",
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"15": "ARGM-EXT",
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"16": "ARGM-GOL",
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"17": "ARGM-LOC",
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"18": "ARGM-LVB",
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"19": "ARGM-MNR",
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"20": "ARGM-MOD",
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"21": "ARGM-NEG",
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"22": "ARGM-PRD",
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"23": "ARGM-PRP",
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"24": "ARGM-PRR",
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| 38 |
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"25": "ARGM-REC",
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| 39 |
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"26": "ARGM-TMP",
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"27": "C-ARG0",
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"28": "C-ARG1",
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"29": "C-ARG1-DSP",
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"30": "C-ARG2",
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"31": "C-ARG3",
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| 45 |
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"32": "C-ARG4",
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| 46 |
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"33": "C-ARGM-ADV",
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| 47 |
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"34": "C-ARGM-COM",
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| 48 |
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"35": "C-ARGM-CXN",
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"36": "C-ARGM-DIR",
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| 50 |
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"37": "C-ARGM-EXT",
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| 51 |
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"38": "C-ARGM-GOL",
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| 52 |
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"39": "C-ARGM-LOC",
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| 53 |
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"40": "C-ARGM-MNR",
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| 54 |
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"41": "C-ARGM-PRP",
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| 55 |
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"42": "C-ARGM-PRR",
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| 56 |
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"43": "C-ARGM-TMP",
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| 57 |
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"44": "C-V",
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| 58 |
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"45": "R-ARG0",
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| 59 |
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"46": "R-ARG1",
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| 60 |
+
"47": "R-ARG2",
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| 61 |
+
"48": "R-ARG3",
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| 62 |
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"49": "R-ARG4",
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| 63 |
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"50": "R-ARGM-ADJ",
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| 64 |
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"51": "R-ARGM-ADV",
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| 65 |
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"52": "R-ARGM-CAU",
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| 66 |
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"53": "R-ARGM-COM",
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| 67 |
+
"54": "R-ARGM-DIR",
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| 68 |
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"55": "R-ARGM-GOL",
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| 69 |
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"56": "R-ARGM-LOC",
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| 70 |
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"57": "R-ARGM-MNR",
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| 71 |
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"58": "R-ARGM-TMP",
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| 72 |
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"59": "_"
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| 73 |
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},
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| 74 |
+
"initializer_range": 0.02,
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| 75 |
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"intermediate_size": 3072,
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| 76 |
+
"label2id": {
|
| 77 |
+
"ARG0": 0,
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| 78 |
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"ARG1": 1,
|
| 79 |
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"ARG1-DSP": 2,
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| 80 |
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"ARG2": 3,
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| 81 |
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"ARG3": 4,
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| 82 |
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"ARG4": 5,
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| 83 |
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"ARG5": 6,
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| 84 |
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"ARGA": 7,
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| 85 |
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"ARGM-ADJ": 8,
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| 86 |
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"ARGM-ADV": 9,
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| 87 |
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"ARGM-CAU": 10,
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| 88 |
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"ARGM-COM": 11,
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| 89 |
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"ARGM-CXN": 12,
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| 90 |
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"ARGM-DIR": 13,
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| 91 |
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"ARGM-DIS": 14,
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| 92 |
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"ARGM-EXT": 15,
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| 93 |
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"ARGM-GOL": 16,
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| 94 |
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"ARGM-LOC": 17,
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| 95 |
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"ARGM-LVB": 18,
|
| 96 |
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"ARGM-MNR": 19,
|
| 97 |
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"ARGM-MOD": 20,
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| 98 |
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"ARGM-NEG": 21,
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| 99 |
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"ARGM-PRD": 22,
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| 100 |
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"ARGM-PRP": 23,
|
| 101 |
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"ARGM-PRR": 24,
|
| 102 |
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"ARGM-REC": 25,
|
| 103 |
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"ARGM-TMP": 26,
|
| 104 |
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"C-ARG0": 27,
|
| 105 |
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"C-ARG1": 28,
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| 106 |
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"C-ARG1-DSP": 29,
|
| 107 |
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"C-ARG2": 30,
|
| 108 |
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"C-ARG3": 31,
|
| 109 |
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"C-ARG4": 32,
|
| 110 |
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"C-ARGM-ADV": 33,
|
| 111 |
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"C-ARGM-COM": 34,
|
| 112 |
+
"C-ARGM-CXN": 35,
|
| 113 |
+
"C-ARGM-DIR": 36,
|
| 114 |
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"C-ARGM-EXT": 37,
|
| 115 |
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"C-ARGM-GOL": 38,
|
| 116 |
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"C-ARGM-LOC": 39,
|
| 117 |
+
"C-ARGM-MNR": 40,
|
| 118 |
+
"C-ARGM-PRP": 41,
|
| 119 |
+
"C-ARGM-PRR": 42,
|
| 120 |
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"C-ARGM-TMP": 43,
|
| 121 |
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"C-V": 44,
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| 122 |
+
"R-ARG0": 45,
|
| 123 |
+
"R-ARG1": 46,
|
| 124 |
+
"R-ARG2": 47,
|
| 125 |
+
"R-ARG3": 48,
|
| 126 |
+
"R-ARG4": 49,
|
| 127 |
+
"R-ARGM-ADJ": 50,
|
| 128 |
+
"R-ARGM-ADV": 51,
|
| 129 |
+
"R-ARGM-CAU": 52,
|
| 130 |
+
"R-ARGM-COM": 53,
|
| 131 |
+
"R-ARGM-DIR": 54,
|
| 132 |
+
"R-ARGM-GOL": 55,
|
| 133 |
+
"R-ARGM-LOC": 56,
|
| 134 |
+
"R-ARGM-MNR": 57,
|
| 135 |
+
"R-ARGM-TMP": 58,
|
| 136 |
+
"_": 59
|
| 137 |
+
},
|
| 138 |
+
"layer_norm_eps": 1e-12,
|
| 139 |
+
"max_position_embeddings": 512,
|
| 140 |
+
"model_type": "bert",
|
| 141 |
+
"num_attention_heads": 12,
|
| 142 |
+
"num_hidden_layers": 12,
|
| 143 |
+
"pad_token_id": 0,
|
| 144 |
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"position_embedding_type": "absolute",
|
| 145 |
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"torch_dtype": "float32",
|
| 146 |
+
"transformers_version": "4.37.0",
|
| 147 |
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"type_vocab_size": 2,
|
| 148 |
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"use_cache": true,
|
| 149 |
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"vocab_size": 30522
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| 150 |
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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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oid sha256:c10ef017207aca43e0fe461a8e59c747ef6de25a71c5d7488374e04541673959
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| 3 |
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size 435774496
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runs/Mar28_09-46-29_arimo-ThinkBook-14-G5-IRH/events.out.tfevents.1711615674.arimo-ThinkBook-14-G5-IRH.18660.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:912bec46aabced660191ee0de70f567a1ba597c2469f114a7f65d7afc3d8229e
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size 8489
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runs/Mar28_14-24-30_arimo-ThinkBook-14-G5-IRH/events.out.tfevents.1711632278.arimo-ThinkBook-14-G5-IRH.35878.0
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ebe1c45da26488697dc42f088adf977542330bb0d777d7098bf89bbd4d0fff83
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| 3 |
+
size 11040
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
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| 7 |
+
}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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@@ -0,0 +1,55 @@
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "BertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b622f7b15eb139329ff941183290f0b8b14f25bb267f8401aeb78d90791a2994
|
| 3 |
+
size 4347
|
vocab.txt
ADDED
|
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