license: cc-by-nc-4.0
tags:
- merge
- conversational
- multi-task
pipeline_tag: text-generation
Winter Garden 7B - β
It was mentioned that we are in the open ai dark winter; so I thought I would make myself a nice winter garden.
An experiment
I've merged four partitions successfully in the past, so lets go for 9! I started with:
- Mistral-7B-v0.1
and merged in
- ZySec-7B-v1
- LemonadeRP-4.5.3
- dpo-binarized-NeutrixOmnibe-7B
- Multi-Verse-RP-7B
- AlphaMonarch-7B
- opus-v1.2-7b
- Kunoichi-DPO-v2-7B
- Noromaid-7B-0.4-DPO
- ogno-monarch-jaskier-merge-7b-OH-PREF-DPO-v2
9-partition merge
All of the layers were partitioned in to 9 random bins. Alternating models were slerped at [0...1], and [1...0] gradients; except attention, which was slerped at 0.03.
This means that the model is still predominantly ordered around base mistral - including half of the input and output layers, and 28% of attention.
Other
Includes fast tokenizer.
Chat Template
I put a conversational chat template, which takes "name", "to" (optional), and "content" as the turns. It is designed to follow a transcript style chat which is used by some of the models. This type of use-case is best done by outlining a scene and creating a character card.
### {% title %}
{% metadata %}
USER: Hello
ASSISTANT: Hi, how are you?
Initial tests show this model is a real talker. If you prompt with [WP] <prompt>\n\n it will take right off.
Scores
| Metric | Score |
|---|