| 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](https://github.com/cg123/mergekit): | |
| * [unsloth/gemma-2b-bnb-4bit](https://huggingface.co/unsloth/gemma-2b-bnb-4bit) | |
| * [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) | |
| ## 🧩 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: [6, 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 | |
| \``` |