amira is a merge of the following models using
mergekit:
1models:
2 - model: psmathur/orca_mini_v3_13b
3 parameters:
4 density: [1, 0.7, 0.1] # density gradient
5 weight: 1.0
6 - model: garage-bAInd/Platypus2-13B
7 parameters:
8 density: 0.5
9 weight: [0, 0.3, 0.7, 1] # weight gradient
10 - model: WizardLM/WizardMath-13B-V1.0
11 parameters:
12 density: 0.33
13 weight:
14 - filter: mlp
15 value: 0.5
16 - value: 0
17merge_method: ties
18base_model: TheBloke/Llama-2-13B-fp16
19parameters:
20 normalize: true
21 int8_mask: true
22dtype: float16
23
