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README.md

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+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-databricks_dolly_15k'
+size_categories:
+- n<1K
+source_datasets:
+- 'extended|https://huggingface.co/datasets/databricks/databricks-dolly-15k'
+tags:
+  - adaption
+  - preference-training
+  - animal-nature
+  - history
+  - sports
+task_categories: []
+task_ids: []
+---
+
+![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/f72607d5-590e-470d-b9c9-9508a6bfe14b.png)
+
+This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/databricks/databricks-dolly-15k) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
+
+# adaption-databricks_dolly_15k
+
+This dataset comprises over 15,000 open-source instruction-following records generated by Databricks employees across diverse categories like brainstorming, classification, and QA. Designed for training large language models, the English-language corpus features prompt-completion pairs that mimic human behavioral patterns outlined in the InstructGPT paper. It is licensed under Creative Commons Attribution-ShareAlike 3.0 for both academic and commercial use.
+
+### Dataset size
+
+There are 200 data points in this dataset. This is a preference training dataset.
+
+### Quality of Remastered Dataset
+
+The final quality is B, with a relative quality improvement of 58.0%.
+
+### Domain
+- Animal-nature (16%)
+- History (10%)
+- Sports (10%)
+
+### Language
+- English (100%)
+
+### Tone
+- Informative (74%)
+- Balanced (8%)
+- Educational (6%)
+
+### Evaluation Results
+
+- **Quality Gains:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/fffdf4ad-90fa-4f33-acee-e6642cd9a127.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
+
+- **Grade Improvement:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/ebe98ac2-c07a-4c22-9442-e5841a2f1c7d.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
+
+- **Percentile Chart:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c563e1a8-1c89-4242-aef9-84ac382ff738.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />