Silver-Sun-11B / README.md
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metadata
license: other
tags:
  - merge
  - llama
  - not-for-all-audiences
  - mergekit

image/png

Silver-Sun-11B

I'd like to experiment more with merging 11B, hopefully adding more options of this weight class. This model is good at writing and reasoning, with a preference for more profane NSFW language when the appropriate cards are used. I've been having fun with it so far, although at times it can be a bit blunt, although some may prefer that. It's also highly uncensored.

Works best with Alpaca instruction presets.

GGUF / IQ / Imatrix

Merge Details

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

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

OpenLLM Eval Results

Detailed Results + Failed GSM8K

I had to remove GSM8K from the results and manually re-average the rest. GSM8K failed due to some issue with formatting, which is not experienced during practical usage. By removing the GSM8K score, the average is VERY close to upstage/SOLAR-10.7B-v1.0 (74.20), which would make sense. Feel free to ignore the actual average and use the other scores individually for reference.

Metric Value
Avg. 74.13
AI2 Reasoning Challenge (25-Shot) 69.80
HellaSwag (10-Shot) 87.91
MMLU (5-Shot) 66.90
TruthfulQA (0-shot) 61.89
Winogrande (5-shot) 84.14

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: ABX-AI/Solstice-FKL-11B
        layer_range: [0, 48]
      - model: Himitsui/Kaiju-11B
        layer_range: [0, 48]
merge_method: slerp
base_model: ABX-AI/Solstice-FKL-11B
parameters:
  t:
    - filter: self_attn
      value: [0.6, 0.7, 0.8, 0.9, 1]
    - filter: mlp
      value: [0.4, 0.3, 0.2, 0.1, 0]
    - value: 0.5
dtype: bfloat16