license:mit region:us
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license: mit
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# EverythingLM V3 Dataset

**EverythingLM V3** is a diverse instruct dataset consisting of roughly 1.1k of sysprompt-user-assistant triads. These were generated using principles from both evol-instruct and Orca. The dataset encompasses a wide array of topics and interactions.

### Diferences from V2
* Used march gpt-4 instead of latest
* Dynamically adjusted temperature based on the task
* Much more diverse (8 new categories)
* Flesch hints
* 10% more data
* Better filtering
* Overall refined dataset generation pipeline

### Category distribution
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6464317c38083255f676ff38/J2TRUtw1p8M2NLouxwpyh.png)
\*These values represent the data as generated, but slight filtering has been applied, so values might be a bit different.