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--- |
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license: unknown |
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language: |
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- en |
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pipeline_tag: conversational |
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tags: |
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- frankenmerge |
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- 110b |
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--- |
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# BigWeave v20 110b |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65a6db055c58475cf9e6def1/4CbbAN-X7ZWj702JrcCGH.png" width=600> |
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The BigWeave models aim to experimentally identify merge settings for increasing model performance. The version number merely tracks various attempts and is not a quality indicator. Only results demonstrating good performance are retained and shared. |
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# Prompting Format |
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Mistral, Vicuna and Alpaca. |
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# Merge process |
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This is a merge of 152334H/miqu-1-70b-sf and lizpreciatior/lzlv_70b_fp16_hf. By conducting exl2 measurements, we identify the least important layers of lzlv. These least important layers are extended with layers in-between to create longer series of consecutive layers. These slices are then inserted into miqu. |
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Merge configuration: |
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``` |
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slices: |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [0, 1] |
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- model: lizpreciatior/lzlv_70b_fp16_hf |
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layer_range: [0, 1] |
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parameters: |
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weight: 0 |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [1,26] |
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- sources: |
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- model: lizpreciatior/lzlv_70b_fp16_hf |
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layer_range: [9,44] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [27,52] |
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- sources: |
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- model: lizpreciatior/lzlv_70b_fp16_hf |
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layer_range: [45,60] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [53,79] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [79, 80] |
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- model: lizpreciatior/lzlv_70b_fp16_hf |
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layer_range: [79, 80] |
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parameters: |
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weight: 0 |
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merge_method: linear |
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parameters: |
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weight: 1.0 |
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dtype: float16 |
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tokenizer_source: 152334H/miqu-1-70b-sf |
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``` |
