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license: apache-2.0 |
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datasets: |
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- Open-Orca/SlimOrca |
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language: |
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- en |
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### TeeZee/GALAXY-XB-v1.03 ### |
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Experiment, can DUS be taken one or more steps further? |
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### Technical notes: |
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- model v03 finetuned on 50k entries from SlimOrca dataset |
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- 12 layers removed from both models, 4 more than in original paper but its 1/4 of all layers(48) as per original paper. |
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- base version of upstage/SOLAR-10.7B-v1.0 used for merge |
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- no finetuning done yet, this is just a merge, first step in DUS paper |
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- next step, if evaluation proves that its at least as 'smart' as base model, should be finetuning to 'recover' after merge |
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#To evaluate |
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- model performance after finetuning, did it recover initial permofmance loss after merge? |
