| base_model: | |
| - Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1 | |
| - meta-llama/Meta-Llama-3-8B | |
| - johnsnowlabs/JSL-MedLlama-3-8B-v2.0 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged_models | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1](https://huggingface.co/Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1) | |
| * [johnsnowlabs/JSL-MedLlama-3-8B-v2.0](https://huggingface.co/johnsnowlabs/JSL-MedLlama-3-8B-v2.0) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: meta-llama/Meta-Llama-3-8B | |
| dtype: float16 | |
| merge_method: della_linear | |
| modules: | |
| default: | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: johnsnowlabs/JSL-MedLlama-3-8B-v2.0 | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 | |
| - layer_range: [0, 32] | |
| model: Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1 | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 | |
| - layer_range: [0, 32] | |
| model: meta-llama/Meta-Llama-3-8B | |
| parameters: | |
| int8_mask: 1.0 | |
| normalize: 0.0 | |
| ``` | |