Update README.md

README.md

@@ -31,4 +31,70 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+task_categories:
+- conversational
+- text-generation
+language:
+- pt
+pretty_name: Portuguese Chat
+license: cc-by-nc-4.0
 ---
+# Dataset Card for Portuguese Chat
+
+We know that current English-first LLMs don’t work well for many other languages, both in terms of performance, latency, and speed. Building instruction datasets for non-English languages is an important challenge that needs to be solved.
+
+Dedicated towards addressing this problem, I release 3 new datasets [rishiraj/portuguesechat](https://huggingface.co/datasets/rishiraj/portuguesechat/), [rishiraj/bengalichat](https://huggingface.co/datasets/rishiraj/bengalichat/) & [rishiraj/hindichat](https://huggingface.co/datasets/rishiraj/hindichat/) of 10,000 instructions and demonstrations each. This data can be used for supervised fine-tuning (SFT) to make language multilingual models follow instructions better.
+
+### Dataset Summary
+
+[rishiraj/portuguesechat](https://huggingface.co/datasets/rishiraj/portuguesechat/) was modelled after the instruction dataset described in OpenAI's [InstructGPT paper](https://huggingface.co/papers/2203.02155), and is translated from [HuggingFaceH4/no_robots](https://huggingface.co/datasets/HuggingFaceH4/no_robots/) which comprised mostly of single-turn instructions across the following categories:
+
+| Category   |   Count |
+|:-----------|--------:|
+| Generation |    4560 |
+| Open QA    |    1240 |
+| Brainstorm |    1120 |
+| Chat       |     850 |
+| Rewrite    |     660 |
+| Summarize  |     420 |
+| Coding     |     350 |
+| Classify   |     350 |
+| Closed QA  |     260 |
+| Extract    |     190 |
+
+### Languages
+
+The data in [rishiraj/portuguesechat](https://huggingface.co/datasets/rishiraj/portuguesechat/) are in Portuguese (BCP-47 pt).
+
+### Data Fields
+
+The data fields are as follows:
+
+* `prompt`: Describes the task the model should perform.
+* `prompt_id`: A unique ID for the prompt.
+* `messages`: An array of messages, where each message indicates the role (system, user, assistant) and the content.
+* `category`: Which category the example belongs to (e.g. `Chat` or `Coding`).
+* `text`: Content of `messages` in a format that is compatible with dataset_text_field of SFTTrainer.
+
+### Data Splits
+
+|               | train_sft | test_sft |
+|---------------|------:| ---: |
+| portuguesechat  | 9500 | 500 |
+
+### Licensing Information
+
+The dataset is available under the [Creative Commons NonCommercial (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/legalcode).
+
+### Citation Information
+
+```
+@misc{portuguesechat,
+  author = {Rishiraj Acharya},
+  title = {Portuguese Chat},
+  year = {2023},
+  publisher = {Hugging Face},
+  journal = {Hugging Face repository},
+  howpublished = {\url{https://huggingface.co/datasets/rishiraj/portuguesechat}}
+}
+```