Upload BertForSequenceClassification
Browse files- README.md +201 -0
- config.json +76 -0
- model.safetensors +3 -0
README.md
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---
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library_name: transformers
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tags: []
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- **Developed by:** [More Information Needed]
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** [More Information Needed]
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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### Out-of-Scope Use
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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#### Training Hyperparameters
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- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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#### Speeds, Sizes, Times [optional]
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<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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[More Information Needed]
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## Evaluation
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<!-- This section describes the evaluation protocols and provides the results. -->
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### Testing Data, Factors & Metrics
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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[More Information Needed]
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#### Factors
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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[More Information Needed]
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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[More Information Needed]
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### Results
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[More Information Needed]
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#### Summary
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## Model Examination [optional]
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<!-- Relevant interpretability work for the model goes here -->
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[More Information Needed]
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## Environmental Impact
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<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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- **Hardware Type:** [More Information Needed]
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- **Hours used:** [More Information Needed]
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- **Cloud Provider:** [More Information Needed]
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- **Compute Region:** [More Information Needed]
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- **Carbon Emitted:** [More Information Needed]
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## Technical Specifications [optional]
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### Model Architecture and Objective
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[More Information Needed]
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### Compute Infrastructure
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[More Information Needed]
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#### Hardware
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[More Information Needed]
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#### Software
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[More Information Needed]
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
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config.json
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{
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"_name_or_path": "monologg/kobert",
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"architectures": [
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"BertForSequenceClassification"
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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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"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": "\ud3ec\uc778\ud2b8 \uc0ac\uc6a9",
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"1": "\uc218\uc120/\uc2ec\uc758 \ubb38\uc758",
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"10": "\uc0c9\uc0c1 \uad50\ud658",
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"11": "\ud648\ud398\uc774\uc9c0\ubb38\uc758",
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"12": "\ud589\uc0ac/\uc774\ubca4\ud2b8",
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"13": "\uc0c1\ud488\ubd88\ub7c9",
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"14": "\ubc30\uc1a1\uc9c0\uc5f0",
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"15": "\uc218\uc120\ubb38\uc758",
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"16": "\uc0ac\uc740\ud488",
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"17": "\ucfe0\ud3f0/\ud61c\ud0dd\ubb38\uc758",
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"18": "\uacb0\uc81c\ud655\uc778 \ubc0f \uc624\ub958",
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"19": "\ud488\uc808/\uc7ac\uc785\uace0\ud655\uc778 \uc694\uccad",
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"2": "\uacb0\uc81c/\ud658\ubd88\ubb38\uc758",
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"20": "\ubc18\ud488",
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"21": "\uc0c1\ud488\uc7ac\uace0\ud655\uc778 \uc694\uccad",
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"22": "\uad50\ud658",
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"3": "\uae30\ud504\ud2b8\uce74\ub4dc \uc0ac\uc6a9\ubb38\uc758",
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"4": "\uc8fc\ubb38/\ud655\uc778\ucde8\uc18c",
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"5": "\ubc18\ud488\uc2e0\uccad \ucde8\uc18c",
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"6": "\ubd88\ub7c9 \uad50\ud658",
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"7": "\uc0c1\ud488\ubb38\uc758",
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"8": "\ubc30\uc1a1\uad00\ub828",
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"9": "\ub9c8\uc77c\ub9ac\uc9c0 \ubb38\uc758"
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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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"\uacb0\uc81c/\ud658\ubd88\ubb38\uc758": "2",
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"\uacb0\uc81c\ud655\uc778 \ubc0f \uc624\ub958": "18",
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"\uad50\ud658": "22",
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"\uae30\ud504\ud2b8\uce74\ub4dc \uc0ac\uc6a9\ubb38\uc758": "3",
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"\ub9c8\uc77c\ub9ac\uc9c0 \ubb38\uc758": "9",
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"\ubc18\ud488": "20",
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"\ubc18\ud488\uc2e0\uccad \ucde8\uc18c": "5",
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"\ubc30\uc1a1\uad00\ub828": "8",
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"\ubc30\uc1a1\uc9c0\uc5f0": "14",
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"\ubd88\ub7c9 \uad50\ud658": "6",
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"\uc0ac\uc740\ud488": "16",
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"\uc0c1\ud488\ubb38\uc758": "7",
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"\uc0c1\ud488\ubd88\ub7c9": "13",
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"\uc0c1\ud488\uc7ac\uace0\ud655\uc778 \uc694\uccad": "21",
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"\uc0c9\uc0c1 \uad50\ud658": "10",
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"\uc218\uc120/\uc2ec\uc758 \ubb38\uc758": "1",
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"\uc218\uc120\ubb38\uc758": "15",
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"\uc8fc\ubb38/\ud655\uc778\ucde8\uc18c": "4",
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"\ucfe0\ud3f0/\ud61c\ud0dd\ubb38\uc758": "17",
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"\ud3ec\uc778\ud2b8 \uc0ac\uc6a9": "0",
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"\ud488\uc808/\uc7ac\uc785\uace0\ud655\uc778 \uc694\uccad": "19",
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"\ud589\uc0ac/\uc774\ubca4\ud2b8": "12",
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"\ud648\ud398\uc774\uc9c0\ubb38\uc758": "11"
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 8002
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:409efd3717a6b31009126542ebdc333537018afaccb98178316616d02039d4fb
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size 368841724
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