metadata
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- unsloth/gemma-2b-bnb-4bit
- TinyLlama/TinyLlama-1.1B-Chat-v1.0
Gemma-TinyLLama-Passthrough
Gemma-TinyLLama-Passthrough is a merge of the following models using mergekit:
🧩 Configuration
```yaml
models:
- model: unsloth/gemma-7b-bnb-4bit
layer_range: [0, 32]
# no parameters necessary for base model
- model: mistralai/Mistral-7B-v0.1
layer_range: [24, 32]
merge_method: passthrough
# base_model: unsloth/gemma-7b-bnb-4bit
parameters:
normalize: true
int8_mask: true
dtype: float16
slices:
- sources:
- model: unsloth/gemma-2b-bnb-4bit layer_range: [0, 16]
- sources:
- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0 layer_range: [0, 22] merge_method: passthrough dtype: bfloat16
models:
- model: unsloth/gemma-2b-bnb-4bit
parameters:
density: 0.53
weight: 0.45
- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
parameters:
weight: 0.5
merge_method: ties
base_model: unsloth/gemma-2b-bnb-4bit
parameters:
int8_mask: true
dtype: bfloat16
```