Update README.md

README.md

@@ -73,4 +73,128 @@ configs:
   data_files:
   - split: test
     path: Coding*
----
+---
+
+
+# Dataset Card for MMLU
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Repository**: [github repo]
+
+### Dataset Summary
+
+The Blockchain Benchmark Dataset is a comprehensive collection of data specifically curated for benchmarking Language Models (LMs) in the domain of blockchain technology. This dataset is designed to facilitate research and development in natural language understanding within the blockchain domain.
+A complete list of tasks: ['general-reasoning', 'code', 'math']
+### Supported Tasks and Leaderboards
+|                Model               | Authors |  Humanities |  Social Science  | STEM | Other | Average |
+|------------------------------------|----------|:-------:|:-------:|:-------:|:-------:|:-------:|
+
+[add models here]
+
+### Languages
+English
+## Dataset Structure
+### Data Instances
+An example from code subtask looks as follows:
+```
+{
+  "question": "The defining idea of Uniswap v3 token is",
+  "choices": ['Concentrated Liquidity', 'Diluted Liquidity', 'Concentrated Programming', 'Optimized price ranges'],
+  "answer": "A"
+}
+```
+### Data Fields
+- `question`: a string feature
+- `choices`: a list of 4 string features
+- `answer`: a ClassLabel feature
+- 
+### Data Splits
+- `test`: all data under test for benchmarking
+
+## Dataset Creation
+
+### Curation Rationale
+
+This dataset was created due to a lack of blockchain focused LM benchmarks available. The rise of blockchain and LM requires a dataset focused for blockchain focused knowledge.
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+MIT License
+
+### Citation Information
+
+If you find this useful in your research, please consider supporting Tensorplex [link]
+```
+### Contributions
+
+Thanks to Tensorplex for adding this dataset.