w1_0_0_w2_0_1_w3_0_3
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the Task Arithmetic merge method using mistralai/Mistral-7B-v0.1 as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
# Task Arithmetic - Grid Search
# Weights: 0.0, 0.1, 0.3
base_model: mistralai/Mistral-7B-v0.1
models:
- model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
weight: 0.0
- model: TIGER-Lab/MAmmoTH2-7B
parameters:
weight: 0.1
- model: Nondzu/Mistral-7B-codealpaca-lora
parameters:
weight: 0.3
merge_method: task_arithmetic
parameters:
normalize: false
lambda: 1.0
dtype: float16
tokenizer:
source: union
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