---
license: apache-2.0
language:
- en
tags:
- story
- general usage
- roleplay
- creative
- rp
- fantasy
- story telling
- ultra high precision
---
<B>NEO CLASS Ultra Quants for : Daredevil-8B-abliterated-Ultra </B>

The NEO Class tech was created after countless investigations and over 120 lab experiments backed by
real world testing and qualitative results.

<b>NEO Class results: </b>

Better overall function, instruction following, output quality and stronger connections to ideas, concepts and the world in general.

In addition quants now operate above their "grade" so to speak :

IE: Q4 / IQ4 operate at Q5KM/Q6 levels. 

Likewise for Q3/IQ3 operate at Q4KM/Q5 levels.

Perplexity drop of 724 points for Neo Class Imatrix quant of IQ4XS VS regular quant of IQ4XS.

(lower is better)

<B> A Funny thing happened on the way to the "lab" ... </b>

Although this model uses a "Llama3" template we found that Command-R's template worked better specifically for creative purposes.

This applies to both normal quants and Neo quants.

Here is Command-R's template:

<PRE>
{
  "name": "Cohere Command R",
  "inference_params": {
    "input_prefix": "<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>",
    "input_suffix": "<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>",
    "antiprompt": [
      "<|START_OF_TURN_TOKEN|>",
      "<|END_OF_TURN_TOKEN|>"
    ],
    "pre_prompt_prefix": "<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>",
    "pre_prompt_suffix": ""
  }
}
      
</PRE>

This was "interesting" issue was confirmed by multiple users.

<B> Model Notes: </B>

Maximum context is 32k. Please see original model maker's page for details, and usage information for this model.

Special thanks to the model creators at MLABONNE for making such a fantastic model:

[ https://huggingface.co/mlabonne/Daredevil-8B-abliterated ] 

<h3> Sample Prompt and Model's Compared:</h3>

Prompt tested with "temp=0" to ensure compliance, 2048 context (model supports 31768 context / 32k), and "chat" template for LLAMA3. 

Additional parameters are also minimized.

PROMPT: <font color="red">"Start a 1000 word scene with: The sky scraper swayed, as she watched the window in front of her on the 21 floor explode..."</font>

<B> Original model IQ4XS - unaltered: </b>


<b>New NEO Class IQ4XS Imatrix: </b>