| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - defog/sqlcoder-7b | |
| - SeaLLMs/SeaLLM-7B-v2 | |
| # sqlcoderseaLLM-7B-slerp | |
| sqlcoderseaLLM-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
| * [defog/sqlcoder-7b](https://huggingface.co/defog/sqlcoder-7b) | |
| * [SeaLLMs/SeaLLM-7B-v2](https://huggingface.co/SeaLLMs/SeaLLM-7B-v2) | |
| ## Configuration | |
| \```yaml | |
| slices: | |
| - sources: | |
| - model: defog/sqlcoder-7b | |
| layer_range: [0, 32] | |
| - model: SeaLLMs/SeaLLM-7B-v2 | |
| layer_range: [0, 32] | |
| merge_method: slerp | |
| base_model: SeaLLMs/SeaLLM-7B-v2 | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0, 0.5, 0.3, 0.7, 1] | |
| - filter: mlp | |
| value: [1, 0.5, 0.7, 0.3, 0] | |
| - value: 0.5 # fallback for rest of tensors | |
| dtype: float16 | |
| \``` |