region:us
---
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: content
    dtype: string
  splits:
  - name: train
    num_bytes: 169947792.7111158
    num_examples: 73302
  - name: test
    num_bytes: 48395025.62775446
    num_examples: 23318
  download_size: 123606462
  dataset_size: 218342818.33887026
---

# Chat-Instruct-Mixer Dataset

This dataset is focused on improving LLM logical reasoning skills and conversation skills. It is comprised of the following datasets:

| Dataset Name                                                 | Train Mixing Percentage/Samples | Test Mixing Percentage/Samples |
|--------------------------------------------------------------|--------------|------------------|
| [timdettmers/openassistant-guanaco](https://huggingface.co/datasets/timdettmers/openassistant-guanaco)                 | 100%          | 300 samples |
| [GAIR/lima](https://huggingface.co/datasets/GAIR/lima) | 100% | 518 samples |
| [garage-bAInd/Open-Platypus](https://huggingface.co/datasets/garage-bAInd/Open-Platypus)    | 100% minus the samples set aside for test split     | 2500 samples |
| [Open-Orca/OpenOrca](https://huggingface.co/datasets/Open-Orca/OpenOrca)                            | 10000 samples from GPT-4 split      | 5000 samples |
| [ehartford/dolphin](https://huggingface.co/datasets/ehartford/dolphin) | 10000 samples from GPT-4 split      | 5000 samples |
| [stingning/ultrachat](https://huggingface.co/datasets/stingning/ultrachat) | 10000 samples | 5000 samples |
| [jondurbin/airoboros-2.2](https://huggingface.co/datasets/jondurbin/airoboros-2.2) | 10000 Samples while filtering out samples with `skip_prompt_formatting==True` | 5000 samples |



Code for Creating this dataset: [ToDo]()
