metadata

base_model:
  - RozGrov/NemoDori-v0.2-12B-MN-BT
  - crestf411/nemo-sunfall-v0.6.1
  - unsloth/Mistral-Nemo-Instruct-2407
  - UsernameJustAnother/Nemo-12B-Marlin-v5
library_name: transformers
tags:
  - mergekit
  - merge

NemoDori-v0.2.2-12B-MN-ties

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

The second child from NemoDori-v0.2-12B-MN-BT, a sibling to v0.2.1.

The purpose is to find a way to increase v0.2 capability to stay aware of the past conversations and follow instructions better, especially the last one (depth-0), while keeping it's creativity and capability to (E)RP. This model is one of the few childs to try to fulfill that.

In my short testing so far, I think it's slightly more aware of what's in the past and what it's instructed to do, but the response format is not very consistent. Though, this might be because of my testing temp or bad instructions.
You can go up until temp 2 with this boy (just like it predecessor v0.1), but it will not satisfy you, because it'll spew out some old english in a modern way kind of thing.
Anyway, tweak the preset all you want in ST (the harmless ones), it will still able to respond correctly. Use preset in v0.1 if not.

You may give me feedback on anything, or guide me how I can fulfill my-ahem it's purpose while keeping it as low as not-70B.
Fine-tune is... pretty expensive for me, and I'm not ready for that (yet, tho i'm interested).

Merge Details

Merge Method

This model was merged using the TIES merge method using RozGrov/NemoDori-v0.2-12B-MN-BT as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:


models:
  - model: crestf411/nemo-sunfall-v0.6.1
    parameters:
      weight: 0.22
  - model: UsernameJustAnother/Nemo-12B-Marlin-v5
    parameters:
      weight: 0.22
  - model: unsloth/Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.22
  - model: RozGrov/NemoDori-v0.2-12B-MN-BT
    parameters:
      weight: 0.9
merge_method: ties
base_model: RozGrov/NemoDori-v0.2-12B-MN-BT
parameters:
    density: 0.93
dtype: bfloat16