Upload BertForTokenClassification

README.md

@@ -0,0 +1,199 @@
+---
+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

@@ -10,106 +10,106 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 1024,
   "id2label": {
-    "0": "L-CNTY",
-    "1": "I-HPOI",
-    "2": "B-DIST",
-    "3": "U-STAT",
-    "4": "L-CTRY",
-    "5": "B-HPOI",
-    "6": "I-ST",
-    "7": "I-STAT",
-    "8": "U-CNTY",
-    "9": "L-CONT",
-    "10": "B-STAT",
-    "11": "U-OTHR",
-    "12": "O",
-    "13": "B-CITY",
-    "14": "L-NBHD",
-    "15": "L-HPOI",
-    "16": "B-CTRY",
-    "17": "U-DIST",
-    "18": "I-NPOI",
-    "19": "U-CITY",
-    "20": "U-ISL",
-    "21": "U-NBHD",
-    "22": "B-ST",
-    "23": "U-HPOI",
-    "24": "I-ISL",
-    "25": "I-DIST",
-    "26": "U-CTRY",
-    "27": "B-ISL",
-    "28": "B-NPOI",
-    "29": "L-DIST",
-    "30": "L-ISL",
-    "31": "I-CITY",
+    "0": "I-CTRY",
+    "1": "L-DIST",
+    "2": "B-NBHD",
+    "3": "B-CONT",
+    "4": "U-CTRY",
+    "5": "B-ST",
+    "6": "I-ISL",
+    "7": "U-NPOI",
+    "8": "B-CITY",
+    "9": "L-ISL",
+    "10": "U-ST",
+    "11": "U-DIST",
+    "12": "L-CONT",
+    "13": "I-CITY",
+    "14": "L-HPOI",
+    "15": "U-CNTY",
+    "16": "B-DIST",
+    "17": "L-NBHD",
+    "18": "B-HPOI",
+    "19": "L-STAT",
+    "20": "L-CNTY",
+    "21": "B-ISL",
+    "22": "O",
+    "23": "B-STAT",
+    "24": "U-ISL",
+    "25": "U-STAT",
+    "26": "I-DIST",
+    "27": "B-OTHR",
+    "28": "I-NBHD",
+    "29": "I-CNTY",
+    "30": "I-NPOI",
+    "31": "U-HPOI",
     "32": "L-ST",
-    "33": "U-CONT",
-    "34": "U-NPOI",
-    "35": "L-STAT",
-    "36": "I-CNTY",
-    "37": "L-NPOI",
-    "38": "B-CONT",
+    "33": "B-CTRY",
+    "34": "U-NBHD",
+    "35": "L-CITY",
+    "36": "I-ST",
+    "37": "I-HPOI",
+    "38": "I-STAT",
     "39": "B-CNTY",
-    "40": "I-OTHR",
-    "41": "B-NBHD",
-    "42": "U-ST",
-    "43": "L-CITY",
-    "44": "L-OTHR",
-    "45": "I-CTRY",
-    "46": "I-NBHD",
-    "47": "B-OTHR"
+    "40": "U-OTHR",
+    "41": "L-OTHR",
+    "42": "L-CTRY",
+    "43": "I-OTHR",
+    "44": "U-CONT",
+    "45": "L-NPOI",
+    "46": "B-NPOI",
+    "47": "U-CITY"
   },
   "initializer_range": 0.02,
   "intermediate_size": 4096,
   "label2id": {
-    "B-CITY": 13,
+    "B-CITY": 8,
     "B-CNTY": 39,
-    "B-CONT": 38,
-    "B-CTRY": 16,
-    "B-DIST": 2,
-    "B-HPOI": 5,
-    "B-ISL": 27,
-    "B-NBHD": 41,
-    "B-NPOI": 28,
-    "B-OTHR": 47,
-    "B-ST": 22,
-    "B-STAT": 10,
-    "I-CITY": 31,
-    "I-CNTY": 36,
-    "I-CTRY": 45,
-    "I-DIST": 25,
-    "I-HPOI": 1,
-    "I-ISL": 24,
-    "I-NBHD": 46,
-    "I-NPOI": 18,
-    "I-OTHR": 40,
-    "I-ST": 6,
-    "I-STAT": 7,
-    "L-CITY": 43,
-    "L-CNTY": 0,
-    "L-CONT": 9,
-    "L-CTRY": 4,
-    "L-DIST": 29,
-    "L-HPOI": 15,
-    "L-ISL": 30,
-    "L-NBHD": 14,
-    "L-NPOI": 37,
-    "L-OTHR": 44,
+    "B-CONT": 3,
+    "B-CTRY": 33,
+    "B-DIST": 16,
+    "B-HPOI": 18,
+    "B-ISL": 21,
+    "B-NBHD": 2,
+    "B-NPOI": 46,
+    "B-OTHR": 27,
+    "B-ST": 5,
+    "B-STAT": 23,
+    "I-CITY": 13,
+    "I-CNTY": 29,
+    "I-CTRY": 0,
+    "I-DIST": 26,
+    "I-HPOI": 37,
+    "I-ISL": 6,
+    "I-NBHD": 28,
+    "I-NPOI": 30,
+    "I-OTHR": 43,
+    "I-ST": 36,
+    "I-STAT": 38,
+    "L-CITY": 35,
+    "L-CNTY": 20,
+    "L-CONT": 12,
+    "L-CTRY": 42,
+    "L-DIST": 1,
+    "L-HPOI": 14,
+    "L-ISL": 9,
+    "L-NBHD": 17,
+    "L-NPOI": 45,
+    "L-OTHR": 41,
     "L-ST": 32,
-    "L-STAT": 35,
-    "O": 12,
-    "U-CITY": 19,
-    "U-CNTY": 8,
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-    "U-CTRY": 26,
-    "U-DIST": 17,
-    "U-HPOI": 23,
-    "U-ISL": 20,
-    "U-NBHD": 21,
-    "U-NPOI": 34,
-    "U-OTHR": 11,
-    "U-ST": 42,
-    "U-STAT": 3
+    "L-STAT": 19,
+    "O": 22,
+    "U-CITY": 47,
+    "U-CNTY": 15,
+    "U-CONT": 44,
+    "U-CTRY": 4,
+    "U-DIST": 11,
+    "U-HPOI": 31,
+    "U-ISL": 24,
+    "U-NBHD": 34,
+    "U-NPOI": 7,
+    "U-OTHR": 40,
+    "U-ST": 10,
+    "U-STAT": 25
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

model.safetensors

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