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README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- 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. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+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).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

config.json

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+{
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ADHD",
+    "1": "Amputation",
+    "2": "Anxiety Disorders",
+    "3": "Aphasia",
+    "4": "Apraxia of Speech",
+    "5": "Arthritis",
+    "6": "Auditory Processing Disorder",
+    "7": "Autism Spectrum Disorder",
+    "8": "Bipolar Disorder",
+    "9": "Blindness",
+    "10": "Cataracts",
+    "11": "Cerebral Palsy",
+    "12": "Color Blindness",
+    "13": "Conductive Hearing Loss",
+    "14": "Depression",
+    "15": "Developmental Delay",
+    "16": "Down Syndrome",
+    "17": "Dysarthria",
+    "18": "Eating Disorders",
+    "19": "Executive Function Deficits",
+    "20": "Fragile X Syndrome",
+    "21": "Glaucoma",
+    "22": "Intellectual Disability",
+    "23": "Language Processing Disorder",
+    "24": "Low Vision",
+    "25": "Macular Degeneration",
+    "26": "Mixed Hearing Loss",
+    "27": "Mobility Impairment",
+    "28": "Multiple Sclerosis (MS)",
+    "29": "Muscular Dystrophy",
+    "30": "Neural Hearing Loss",
+    "31": "Noise-Induced Hearing Loss",
+    "32": "Nonverbal Learning Disability",
+    "33": "OCD",
+    "34": "PTSD",
+    "35": "Profound Hearing Loss",
+    "36": "Retinal Disorders",
+    "37": "Schizophrenia",
+    "38": "Selective Mutism",
+    "39": "Sensorineural Hearing Loss",
+    "40": "Specific Learning Disabilities",
+    "41": "Spinal Cord Injury",
+    "42": "Stuttering",
+    "43": "Tinnitus",
+    "44": "Tourette Syndrome",
+    "45": "Voice Disorders",
+    "46": "dyscalculia",
+    "47": "dysgraphia",
+    "48": "dyslexia"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ADHD": 0,
+    "Amputation": 1,
+    "Anxiety Disorders": 2,
+    "Aphasia": 3,
+    "Apraxia of Speech": 4,
+    "Arthritis": 5,
+    "Auditory Processing Disorder": 6,
+    "Autism Spectrum Disorder": 7,
+    "Bipolar Disorder": 8,
+    "Blindness": 9,
+    "Cataracts": 10,
+    "Cerebral Palsy": 11,
+    "Color Blindness": 12,
+    "Conductive Hearing Loss": 13,
+    "Depression": 14,
+    "Developmental Delay": 15,
+    "Down Syndrome": 16,
+    "Dysarthria": 17,
+    "Eating Disorders": 18,
+    "Executive Function Deficits": 19,
+    "Fragile X Syndrome": 20,
+    "Glaucoma": 21,
+    "Intellectual Disability": 22,
+    "Language Processing Disorder": 23,
+    "Low Vision": 24,
+    "Macular Degeneration": 25,
+    "Mixed Hearing Loss": 26,
+    "Mobility Impairment": 27,
+    "Multiple Sclerosis (MS)": 28,
+    "Muscular Dystrophy": 29,
+    "Neural Hearing Loss": 30,
+    "Noise-Induced Hearing Loss": 31,
+    "Nonverbal Learning Disability": 32,
+    "OCD": 33,
+    "PTSD": 34,
+    "Profound Hearing Loss": 35,
+    "Retinal Disorders": 36,
+    "Schizophrenia": 37,
+    "Selective Mutism": 38,
+    "Sensorineural Hearing Loss": 39,
+    "Specific Learning Disabilities": 40,
+    "Spinal Cord Injury": 41,
+    "Stuttering": 42,
+    "Tinnitus": 43,
+    "Tourette Syndrome": 44,
+    "Voice Disorders": 45,
+    "dyscalculia": 46,
+    "dysgraphia": 47,
+    "dyslexia": 48
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

id2label.json

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+{"ADHD": 0, "Amputation": 1, "Anxiety Disorders": 2, "Aphasia": 3, "Apraxia of Speech": 4, "Arthritis": 5, "Auditory Processing Disorder": 6, "Autism Spectrum Disorder": 7, "Bipolar Disorder": 8, "Blindness": 9, "Cataracts": 10, "Cerebral Palsy": 11, "Color Blindness": 12, "Conductive Hearing Loss": 13, "Depression": 14, "Developmental Delay": 15, "Down Syndrome": 16, "Dysarthria": 17, "Eating Disorders": 18, "Executive Function Deficits": 19, "Fragile X Syndrome": 20, "Glaucoma": 21, "Intellectual Disability": 22, "Language Processing Disorder": 23, "Low Vision": 24, "Macular Degeneration": 25, "Mixed Hearing Loss": 26, "Mobility Impairment": 27, "Multiple Sclerosis (MS)": 28, "Muscular Dystrophy": 29, "Neural Hearing Loss": 30, "Noise-Induced Hearing Loss": 31, "Nonverbal Learning Disability": 32, "OCD": 33, "PTSD": 34, "Profound Hearing Loss": 35, "Retinal Disorders": 36, "Schizophrenia": 37, "Selective Mutism": 38, "Sensorineural Hearing Loss": 39, "Specific Learning Disabilities": 40, "Spinal Cord Injury": 41, "Stuttering": 42, "Tinnitus": 43, "Tourette Syndrome": 44, "Voice Disorders": 45, "dyscalculia": 46, "dysgraphia": 47, "dyslexia": 48}

label2id.json

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+{"ADHD": 0, "Amputation": 1, "Anxiety Disorders": 2, "Aphasia": 3, "Apraxia of Speech": 4, "Arthritis": 5, "Auditory Processing Disorder": 6, "Autism Spectrum Disorder": 7, "Bipolar Disorder": 8, "Blindness": 9, "Cataracts": 10, "Cerebral Palsy": 11, "Color Blindness": 12, "Conductive Hearing Loss": 13, "Depression": 14, "Developmental Delay": 15, "Down Syndrome": 16, "Dysarthria": 17, "Eating Disorders": 18, "Executive Function Deficits": 19, "Fragile X Syndrome": 20, "Glaucoma": 21, "Intellectual Disability": 22, "Language Processing Disorder": 23, "Low Vision": 24, "Macular Degeneration": 25, "Mixed Hearing Loss": 26, "Mobility Impairment": 27, "Multiple Sclerosis (MS)": 28, "Muscular Dystrophy": 29, "Neural Hearing Loss": 30, "Noise-Induced Hearing Loss": 31, "Nonverbal Learning Disability": 32, "OCD": 33, "PTSD": 34, "Profound Hearing Loss": 35, "Retinal Disorders": 36, "Schizophrenia": 37, "Selective Mutism": 38, "Sensorineural Hearing Loss": 39, "Specific Learning Disabilities": 40, "Spinal Cord Injury": 41, "Stuttering": 42, "Tinnitus": 43, "Tourette Syndrome": 44, "Voice Disorders": 45, "dyscalculia": 46, "dysgraphia": 47, "dyslexia": 48}

special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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