Upload BertForSequenceClassification

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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+{
+  "_name_or_path": "google-bert/bert-base-uncased",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Air circulation and parts and accessories",
+    "1": "Audio and visual equipment",
+    "2": "Batteries and cells and accessories",
+    "3": "Building construction machinery and accessories",
+    "4": "Building maintenance and repair services",
+    "5": "Business function specific software",
+    "6": "Cameras",
+    "7": "Chassis components",
+    "8": "Circuit assemblies and radio frequency RF components",
+    "9": "Cloud-based infrastructure as a service",
+    "10": "Computer accessories",
+    "11": "Computer displays",
+    "12": "Computer printers",
+    "13": "Computers",
+    "14": "Connectors",
+    "15": "Contracts",
+    "16": "Development software",
+    "17": "Electrical cable and accessories",
+    "18": "Electrical transmission and distribution equipment",
+    "19": "Electronic and communication measuring and testing instruments",
+    "20": "Electronic assembly machinery and support equipment",
+    "21": "Electronic component parts and raw materials and accessories",
+    "22": "Electronic manufacturing and processing machinery",
+    "23": "Fixed network equipment and components",
+    "24": "Housings and cabinets",
+    "25": "Industrial machinery components and accessories",
+    "26": "Industry specific software",
+    "27": "Media storage devices",
+    "28": "Mounting hardware",
+    "29": "Network management software",
+    "30": "Network security equipment",
+    "31": "Office machine accessories",
+    "32": "Personal communication devices",
+    "33": "Phone and video conference equipment and hardware and controllers",
+    "34": "Power generation control equipment",
+    "35": "Power generators",
+    "36": "Power plants",
+    "37": "Sales and business promotion activities",
+    "38": "Security and control equipment",
+    "39": "Security and protection software",
+    "40": "Shelving and storage",
+    "41": "Storage chests and cabinets and trunks",
+    "42": "System Cards",
+    "43": "System boards processors interfaces or modules",
+    "44": "Telecommunication Services"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Air circulation and parts and accessories": 0,
+    "Audio and visual equipment": 1,
+    "Batteries and cells and accessories": 2,
+    "Building construction machinery and accessories": 3,
+    "Building maintenance and repair services": 4,
+    "Business function specific software": 5,
+    "Cameras": 6,
+    "Chassis components": 7,
+    "Circuit assemblies and radio frequency RF components": 8,
+    "Cloud-based infrastructure as a service": 9,
+    "Computer accessories": 10,
+    "Computer displays": 11,
+    "Computer printers": 12,
+    "Computers": 13,
+    "Connectors": 14,
+    "Contracts": 15,
+    "Development software": 16,
+    "Electrical cable and accessories": 17,
+    "Electrical transmission and distribution equipment": 18,
+    "Electronic and communication measuring and testing instruments": 19,
+    "Electronic assembly machinery and support equipment": 20,
+    "Electronic component parts and raw materials and accessories": 21,
+    "Electronic manufacturing and processing machinery": 22,
+    "Fixed network equipment and components": 23,
+    "Housings and cabinets": 24,
+    "Industrial machinery components and accessories": 25,
+    "Industry specific software": 26,
+    "Media storage devices": 27,
+    "Mounting hardware": 28,
+    "Network management software": 29,
+    "Network security equipment": 30,
+    "Office machine accessories": 31,
+    "Personal communication devices": 32,
+    "Phone and video conference equipment and hardware and controllers": 33,
+    "Power generation control equipment": 34,
+    "Power generators": 35,
+    "Power plants": 36,
+    "Sales and business promotion activities": 37,
+    "Security and control equipment": 38,
+    "Security and protection software": 39,
+    "Shelving and storage": 40,
+    "Storage chests and cabinets and trunks": 41,
+    "System Cards": 42,
+    "System boards processors interfaces or modules": 43,
+    "Telecommunication Services": 44
+  },
+  "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": "4.45.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

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