---

base_model: mistralai/Mistral-Nemo-Base-2407
license: cc-by-nc-4.0
tags:
- general-purpose
- roleplay
- storywriting
- merge
- finetune
library_name: transformers

---

![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)

# QuantFactory/Chronos-Gold-12B-1.0-GGUF
This is quantized version of [elinas/Chronos-Gold-12B-1.0](https://huggingface.co/elinas/Chronos-Gold-12B-1.0) created using llama.cpp

# Original Model Card


# Chronos Gold 12B-1.0

![image/webp](https://cdn-uploads.huggingface.co/production/uploads/630417380907b9a115c6aa9f/3hc8zt8fzKdO3qHK1p1mW.webp)

Chronos Gold 12B 1.0 is a very unique model that applies to domain areas such as
geneal chatbot functionatliy, *roleplay*, and storywriting. The model has been observed to write up to 2250 tokens in a single sequence. The model was trained at a 
sequence length of 16384 (16k) and will still retain the *apparent* 128k context length from Mistral-Nemo.

The base model is `mistralai/Mistral-Nemo-Base-2407` which was heavily modified to produce a more coherent model, comparable to much larger models.

**Chronos Gold 12B-1.0** re-creates the uniqueness of the original Chronos with significiantly enhanced prompt adherence (following), coherence, a modern dataset, as well as supporting a majority of "character card" formats in applications like SillyTavern. 

It went through an iterative and objective merge process as my previous models and was further finetuned on a dataset curated for it.

The specifics of the model will not be disclosed at the time due to dataset ownership. 

## Instruct Template

This model uses `ChatML` - below is an example. It is a preset in many frontends.

```
<|im_start|>system
A system prompt describing how you'd like your bot to act.<|im_end|>
<|im_start|>user
Hello there!<|im_end|>
<|im_start|>assistant
I can assist you or we can disucss other things?<|im_end|>
<|im_start|>user
I was wondering how transformers work?<|im_end|>
<|im_start|>assistant
```

## Quantization

#### LlamaCPP
[GGUFs from @bartowski](https://huggingface.co/bartowski/Chronos-Gold-12B-1.0-GGUF)

#### Exllama2
[4.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-4.5bpw-h6-exl2)

[5.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-5.5bpw-h6-exl2)

[6.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-6.5bpw-h6-exl2)

[8.0bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-8.0bpw-h8-exl2)

#### FP8
[FP8 Quant by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-FP8)

## Sampling Settings
Nemo is a bit sensitive to high temperatures, so I use lower. Here are my settings:
```
Temp - 0.7 (0.9 max)
Presence Penalty - 1.0
Repetition Penalty range - 2800
Min P - 0.10
```

## Additional Details 
This model was created by **elinas** on discord.

This is one of multiple models to come out in the series by size and model architecture, so look forward to it!

Please be mindful of the license. This is strictly non-commercial, but free to use at your own leisure personally. Outputs generated by the model are not reflective of my views.

Contact me on Discord for inquiries.