NemoReRemix-12b-5.0bpw-h6-exl2

Information

Details

Improved NemoRemix for storytelling and roleplay. Plus, this one can also be used as a general assistant model. The prose is pretty much the same, but it was made smarter, thanks to the addition of the amazing Migtissera's Tess model. I yeeted out Gryphe's Pantheon-RP, though, because it was trained with asterisks in mind, unlike the rest of the models in the merge, which caused it to mess the formatting from time to time; this one doesn't do that anymore. Hooray! All credits and thanks go to the amazing Migtissera, MistralAI, Anthracite, Sao10K and ShuttleAI for their amazing models.

EXL2 quant version, dataset is Bluemoon-Light by ParasiticRogue

Original Model: https://huggingface.co/MarinaraSpaghetti/NemoReRemix-12B

Instruct

ChatML but Mistral Instruct should work too (theoretically).

<|im_start|>system
{system}<|im_end|>
<|im_start|>user
{message}<|im_end|>
<|im_start|>assistant
{response}<|im_end|>

Parameters

I recommend running Temperature 1.0-1.2 with 0.1 Top A or 0.01-0.1 Min P, and with 0.8/1.75/2/0 DRY. Also works with lower Temperatures below 1.0. Nothing more needed.

Settings

You can use my exact settings from here (use the ones from the ChatML Base/Customized folder): https://huggingface.co/MarinaraSpaghetti/SillyTavern-Settings/tree/main.

GGUF

https://huggingface.co/MarinaraSpaghetti/NemoReRemix-GGUF

NemoReRemix-12B

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the della_linear merge method using E:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.

Models Merged

The following models were included in the merge:

• E:\mergekit\Sao10K_MN-12B-Lyra-v1
• E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
• E:\mergekit\migtissera_Tess-3-Mistral-Nemo
• E:\mergekit\shuttleai_shuttle-2.5-mini
• E:\mergekit\anthracite-org_magnum-12b-v2

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
    parameters:
      weight: 0.1
      density: 0.4
  - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
    parameters:
      weight: 0.12
      density: 0.5
  - model: E:\mergekit\shuttleai_shuttle-2.5-mini
    parameters:
      weight: 0.2
      density: 0.6
  - model: E:\mergekit\migtissera_Tess-3-Mistral-Nemo
    parameters:
      weight: 0.25
      density: 0.7
  - model: E:\mergekit\anthracite-org_magnum-12b-v2
    parameters:
      weight: 0.33
      density: 0.8
merge_method: della_linear
base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
parameters:
  epsilon: 0.05
  lambda: 1
dtype: bfloat16

Ko-fi

Enjoying what I do? Consider donating here, thank you!

https://ko-fi.com/spicy_marinara

Rant (from Prodeus Unity)

This took frustratingly long to do, not even due to hardware. It was purely because I hadn't deleted the pytorch cache. Rant over.