|
--- |
|
license: apache-2.0 |
|
--- |
|
|
|
**SlimOrca-Llama-3-8B: A General Purpose Intelligent Model** |
|
|
|
|
|
This Model is trained on refined version of SlimOrca made available by [Open-Orca](https://huggingface.co./Open-Orca) team. |
|
This Model is very good in various types of General Purpose content generation such as **Q&A (including multiple choice), Articles from Summary, Sentiment Analysis, |
|
Context & Hypothesis, Reviews, Erotic story generation** etc. |
|
To a certain extent it can also generate Uncensored content. Kindly be careful while generating Uncensored content as you will be responsible for what you |
|
generate. |
|
|
|
It is trained on 517981 set of conversations. Each set having 2 conversations. I have shared this [data](https://huggingface.co./datasets/ajibawa-2023/SlimOrca-ShareGPT). |
|
|
|
I have used ChatML prompt format. |
|
|
|
All the credit goes to the Open-Orca team for releasing SlimOrca dataset. |
|
|
|
Check examples given below. |
|
|
|
**Training:** |
|
Entire dataset was trained on 4 x A100 80GB. For 2 epoch, training took almost 114 hours. Axolotl & DeepSpeed codebase was used for training purpose. |
|
Entire data is trained on Llama-3 by Meta. |
|
|
|
This is a fully fine tuned model. Links for quantized models are given below. |
|
|
|
**GGUF & Exllama** |
|
|
|
GGUF: TBA |
|
|
|
Exllama: TBA |
|
|
|
|
|
|
|
**Example Prompt:** |
|
|
|
This model uses **ChatML** prompt format. |
|
|
|
``` |
|
<|im_start|>system |
|
You are a helpful Assistant.<|im_end|> |
|
<|im_start|>user |
|
{prompt}<|im_end|> |
|
<|im_start|>assistant |
|
|
|
``` |
|
|
|
|
|
You can modify above Prompt as per your requirement. |
|
|
|
|
|
I want to say special Thanks to the Open Source community for helping & guiding me to better understand the AI/Model development. |
|
|
|
Thank you for your love & support. |
|
|
|
|
|
**Examples** |
|
|
|
Example 1 |
|
|
|
|
|
 |
|
|
|
Example 2 |
|
|
|
|
|
 |
|
|
|
|
|
Example 3 |
|
|
|
|
|
 |
|
|
|
Example 4 |
|
|
|
|
|
 |
|
|
|
|
