Update README.md

README.md

@@ -7,4 +7,62 @@ language:
 tags:
 - chitchat
 - conversations
----
+---
+
+
+### Dataset Overview
+
+This dataset contains approximately 30 million Russian-language dialogues collected from diverse sources, including:
+
+- [Jokes](https://huggingface.co/datasets/inkoziev/jokes_dialogues)
+- [Literary works](https://github.com/Koziev/NLP_Datasets?tab=readme-ov-file#%D0%B4%D0%B8%D0%B0%D0%BB%D0%BE%D0%B3%D0%B8-%D0%B8-%D0%BE%D0%B1%D0%BC%D0%B5%D0%BD%D1%8B-%D1%80%D0%B5%D0%BF%D0%BB%D0%B8%D0%BA%D0%B0%D0%BC%D0%B8)
+- Online forums
+- [A small portion of synthetic dialogues](https://huggingface.co/datasets/inkoziev/arithmetic)
+
+Each dialogue is tagged with a generalized source identifier, enabling targeted filtering. The dataset has undergone basic preprocessing, including deduplication, cleaning, typographical normalization, and minor typo correction.
+
+Sample dialogue:
+
+```
+- Вы уже кому-нибудь читали свои стихи?
+- Нет, а что?
+- Просто у Вас глаз подбит.
+```
+
+Each conversation turn is started with em dash symbol.
+
+
+### Intended Use
+
+This dataset is designed for:
+
+- Statistical research in linguistics
+
+- Supplementary training data for pretraining small language models
+
+- Experiments in conversational AI and NLP tasks
+
+
+### License
+
+The dataset is available for non-commercial use under the [CC-BY-NC-4](https://spdx.org/licenses/CC-BY-NC-4.0) license. Note that the rights to the original literary works from which dialogues were scraped remain with their respective authors.
+
+### Limitations
+
+- **Automated Processing**: The dataset was processed automatically with only selective manual checks. As a result, some dialogues may contain errors such as neighboring lines incorrectly split between participants.
+
+- **Uncorrected Errors**: Grammatical errors, typos, and spelling mistakes present in the original sources have been preserved. These may impact the performance of language models trained on this dataset.
+
+- **Data Quality Variability**: Due to the diverse sources of the dialogues, the quality and consistency of the data may vary significantly.
+
+### Ethical considerations
+
+The dataset includes dialogues sourced from internet forums, which may contain:
+
+- **Profanity and offensive language**
+
+- **Insults or derogatory remarks**
+
+- **Misinformation or fake facts**
+
+Users of this dataset should be aware of these potential issues and take appropriate measures to filter or handle such content responsibly, especially when deploying models trained on this data in real-world applications.