HuggingFaceH4/ultrachat_200k
HuggingFaceH4/ultrachat_200k
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Edward Beeching 2023-10-24 08:28:09 +00:00 committed by huggingface-web
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@ -35,7 +35,7 @@ dataset_info:
## Dataset Description ## Dataset Description
This is a pre-processed Intruction Fine-Tuning dataset used for training the Zephyr-7b-beta model. This is a pre-processed Supervised Fine-Tuning dataset used for training the Zephyr-7b-beta model.
The base dataset is [UltraChat](https://github.com/thunlp/UltraChat): an open-source, large-scale, and multi-round dialogue dataset. The base dataset is [UltraChat](https://github.com/thunlp/UltraChat): an open-source, large-scale, and multi-round dialogue dataset.
@ -47,7 +47,7 @@ The dataset contains:
The following preprocessing was applied: The following preprocessing was applied:
- Selection of a subset of data for faster supervised fine tuning. - Selection of a subset of data for faster supervised fine tuning.
- Truecasing of the dataset, as we observed around %5 of the data contained grammatical errors. - Truecasing of the dataset, as we observed around %5 of the data contained grammatical errors.
- Removal of dialogues where the assitant replies "I do not have emotions", "I don't have opinions" ...etc (TO BE CONFIRMED AFTER EXPS) - Removal of dialogues where the assistant replies "I do not have emotions", "I don't have opinions"
## Dataset Structure ## Dataset Structure
@ -84,7 +84,7 @@ The dataset is stored in parquet format with each entry using the following sche
], ],
"prompt_id": "d938b65dfe31f05f80eb8572964c6673eddbd68eff3db6bd234d7f1e3b86c2af" "prompt_id": "d938b65dfe31f05f80eb8572964c6673eddbd68eff3db6bd234d7f1e3b86c2af"
} }
```
### Citation Information ### Citation Information