Fill details for `dataset` section

README.md

@@ -215,6 +215,75 @@ The `Aya Evaluation Suite` includes the following subsets:
 
 1. **aya-human-annotated**: 250 original human-written prompts in 7 languages each.
 2. **dolly-machine-translated**: 200 human-selected prompts from [databricks-dolly-15k](https://www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm)
-, automatically translated with the [NLLB model](https://ai.meta.com/research/no-language-left-behind/) from English into 101 languages.
+, automatically translated with the [NLLB model](https://ai.meta.com/research/no-language-left-behind/) from English into 101 languages (114 dialects in total).
 3. **dolly-human-edited**: 200 dolly-machine-translated prompts post-edited by fluent speakers for 6 languages.
 
+
+## Load with Datasets
+To load this dataset consisting of both prompt-completions and demographics data with `datasets`, you'll just need to install Datasets as `pip install datasets --upgrade` and then use the following code:
+
+```python
+from datasets import load_dataset
+
+aya_eval = load_dataset("CohereForAI/aya_evaluation_suite", "dataset")
+```
+
+## Data Fields
+
+- `id`: Unique id of the data point.
+- `inputs`: Prompt or input to the language model.
+- `targets`: Completion or output of the language model. (Not applicable for `dolly-human-edited`)
+- `language`: The language of the `prompt` and `completion.`
+- `script`:  The writing system of the language.
+
+## Data Instances
+
+An example of the `Aya Evaluation Suite` looks as follows:
+
+```json
+{
+"id": 42,
+"prompt": "What day is known as Star Wars Day?",
+"completion": "May 4th (May the 4th be with you!)",
+"language": "eng",
+"script": "Latn",
+}
+```
+
+## Statistics
+
+### Languages
+
+<details>
+<summary> <b>aya-human-annotated</b> </summary>
+
+  | ISO Code | Language | Resourcedness |
+  |----------|----------|---------------|
+  | `tel` | Telugu | Low |
+  | `yor` | Yorùbá | Low |
+  | `arb` | Arabic | High |
+  | `tur` | Turkish | High |
+  | `por` | Portuguese | High |
+  | `zho` | Chinese (Simplified) | High |
+  | `eng` | English | High |
+  
+</details>
+
+
+<details>
+<summary> <b>dolly-machine-translated</b> </summary>
+</details>
+
+<details>
+<summary> <b>dolly-human-edited</b> </summary>
+  
+  | ISO Code | Language | Resourcedness |
+  |----------|----------|-----------|
+  | `arb` | Arabic | High |
+  | `fra` | French | High |
+  | `hin` | Hindi | High |
+  | `rus` | Russian | High |
+  | `spa` | Spanish | High |
+  | `srp` | Serbian | High |
+
+</details>