I've been really impressed with how well these frankenmoe models quant compared to the base llama 8b, but with far better speed than the 70b. There have been some great 4x8b models released recently, so I tried an 8x8b.

base_model: ./maldv/spring
gate_mode: hidden 
dtype: bfloat16
experts_per_token: 2
experts:
  - source_model: ./models/Llama3-ChatQA-1.5-8B
    positive_prompts:
      - 'add numbers'
      - 'solve for x'
    negative_prompts:
      - 'I love you'
      - 'Help me'
  - source_model: ./models/InfinityRP-v2-8B
    positive_prompts:
    - 'they said'
  - source_model: ./models/Einstein-v6.1-Llama3-8B
    positive_prompts:
    - 'the speed of light'
    - 'chemical reaction'
  - source_model: ./models/Llama-3-Soliloquy-8B-v2
    positive_prompts:
    - 'write a'
  - source_model: ./models/Llama-3-Lumimaid-8B-v0.1
    positive_prompts:
    - 'she looked'
  - source_model: ./models/L3-TheSpice-8b-v0.8.3
    positive_prompts:
    - 'they felt'
  - source_model: ./models/Llama3-OpenBioLLM-8B
    positive_prompts:
    - 'the correct treatment'
  - source_model: ./models/Llama-3-SauerkrautLM-8b-Instruct
    positive_prompts:
    - 'help me'
    - 'should i'

Spring

Spring is a cascading dare-ties merge of the following models:

python

[
  'Einstein-v6.1-Llama3-8B',
  'L3-TheSpice-8b-v0.8.3',
  'Configurable-Hermes-2-Pro-Llama-3-8B',
  'Llama3-ChatQA-1.5-8B',
  'Llama3-OpenBioLLM-8B',
  'InfinityRP-v2-8B',
  'Llama-3-Soliloquy-8B-v2',
  'Tiamat-8b-1.2-Llama-3-DPO',
  'Llama-3-8B-Instruct-Gradient-1048k',
  'Llama-3-Lumimaid-8B-v0.1',
  'Llama-3-SauerkrautLM-8b-Instruct',
  'Meta-Llama-3-8B-Instruct-DPO',
]

I'm finding my iq4_xs to be working well. Llama 3 instruct format works well, but minimal format is highly creative.

Scores

Not greater than the sum of it's parts, based on the scores; but it is really smart for an emotive RP model.

Metric	Score
Average	65.89
ARC	63.05
HellaSwag	82.49
MMLU	64.45
TruthfulQA	51.63
Winogrande	76.24
GSM8K	51.63

Details

maldv/spring-chicken-8x8b

Spring Chicken 8x8b

Spring

Scores

maldv/
spring-chicken-8x8b