Lonepino-11B

Description

This repo contains bf16 files of Lonepino-11B. Just a normal model.

Model used

• Intel/neural-chat-7b-v3-3-Slerp
• NeverSleep/Noromaid-7b-v0.2
• chargoddard/loyal-piano-m7-cdpo
• maywell/PiVoT-0.1-Starling-LM-RP

The secret sauce

neural-maid-11B:

slices:
  - sources:
    - model: Intel/neural-chat-7b-v3-3-Slerp
      layer_range: [0, 24]
  - sources:
    - model: NeverSleep/Noromaid-7b-v0.2
      layer_range: [8, 32]

merge_method: passthrough
dtype: bfloat16

loyal-PiVoT-11B:

slices:
  - sources:
    - model: chargoddard/loyal-piano-m7-cdpo
      layer_range: [0, 24]
  - sources:
    - model: maywell/PiVoT-0.1-Starling-LM-RP
      layer_range: [8, 32]

merge_method: passthrough
dtype: bfloat16

Lonepino-11B:

slices:
  - sources:
      - model: "./neural-maid-11B"
        layer_range: [0, 48]
      - model: "./loyal-PiVoT-11B"
        layer_range: [0, 48]
merge_method: slerp
base_model: "./neural-maid-11B"
parameters:
  t:
    - value: 0.4
dtype: bfloat16

Prompt template

Alpaca. Or chatml. Or any you like.

=w=

I use mergekit for all the manipulation told here.

Thanks to the Undi95 for the original 11B mistral merge recipe.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here