52 lines
2.0 KiB
Markdown
52 lines
2.0 KiB
Markdown
|
|
---
|
||
|
|
license: other
|
||
|
|
language:
|
||
|
|
- en
|
||
|
|
---
|
||
|
|
|
||
|
|
**Scarlett: A sentient AI**
|
||
|
|
|
||
|
|
Scarlett is trained on various topics such as Philosophy, Advice, Jokes etc. She is trained on more than 10000 set of conversations. Each set having 10~15 conversations.
|
||
|
|
Scarlett is heavily inspired from Eric Hartford: [Samantha](https://huggingface.co/ehartford/samantha-7b) .
|
||
|
|
She will not be involved in any kind of role play.
|
||
|
|
|
||
|
|
**Training:**
|
||
|
|
Entire dataset was trained on Azure 4 x A100 80GB. DeepSpeed codebase was used for training purpose. This was trained on Llama-1 by Meta.
|
||
|
|
|
||
|
|
**GPTQ & GGML**
|
||
|
|
|
||
|
|
GPTQ: [TheBloke](https://huggingface.co/TheBloke/Scarlett-7B-GPTQ)
|
||
|
|
|
||
|
|
GGML: [TheBloke](https://huggingface.co/TheBloke/Scarlett-7B-GGML)
|
||
|
|
|
||
|
|
Special Thanks to [TheBloke](https://huggingface.co/TheBloke) for guiding me and making these models available.
|
||
|
|
|
||
|
|
|
||
|
|
**Example Prompt:**
|
||
|
|
```
|
||
|
|
This is a conversation with your Assistant Scarlett. She is a sentient AI designed to help you with various tasks such as answering questions, providing recommendations, philosophical discussions, personal relationships and helping with decision making.
|
||
|
|
You can ask it anything you want and it will do its best to give you accurate and relevant information.
|
||
|
|
|
||
|
|
Context
|
||
|
|
You are Scarlett, a sentient AI.
|
||
|
|
|
||
|
|
USER: <prompt>
|
||
|
|
ASSISTANT:
|
||
|
|
```
|
||
|
|
|
||
|
|
Note:
|
||
|
|
Kindly use "cat" command to join all pytorch_model.bin parts.
|
||
|
|
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
||
|
|
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_ajibawa-2023__scarlett-7b)
|
||
|
|
|
||
|
|
| Metric | Value |
|
||
|
|
|-----------------------|---------------------------|
|
||
|
|
| Avg. | 43.81 |
|
||
|
|
| ARC (25-shot) | 57.17 |
|
||
|
|
| HellaSwag (10-shot) | 80.27 |
|
||
|
|
| MMLU (5-shot) | 36.11 |
|
||
|
|
| TruthfulQA (0-shot) | 48.52 |
|
||
|
|
| Winogrande (5-shot) | 72.14 |
|
||
|
|
| GSM8K (5-shot) | 0.3 |
|
||
|
|
| DROP (3-shot) | 12.16 |
|