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--- |
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license: apache-2.0 |
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tags: |
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- merge |
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--- |
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Slerp merge of mindy-labs/mindy-7b-v2 with jondurbin/bagel-dpo-7b-v0.1. This model was then slerp merged with rishiraj/CatPPT. |
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Heard some talk of jondurbin/bagel-dpo-7b-v0.1 in the community and it sounds intresting. Merged it with two high preforming models to get cookinai/Valkyrie-V1 |
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Slerp 1: |
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```.yaml: |
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slices: |
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- sources: |
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- model: jondurbin/bagel-dpo-7b-v0.1 |
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layer_range: [0, 32] |
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- model: mindy-labs/mindy-7b-v2 |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: mindy-labs/mindy-7b-v2 |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 # fallback for rest of tensors |
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dtype: bfloat16 |
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``` |
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Slerp 2: |
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```.yaml: |
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slices: |
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- sources: |
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- model: previous/model/path |
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layer_range: [0, 32] |
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- model: rishiraj/CatPPT |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: previous/model/path |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 # fallback for rest of tensors |
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dtype: bfloat16 |
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``` |