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--- |
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license: llama2 |
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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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- Xwin |
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- Euryale 1.3 |
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- Platypus2 |
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- WinterGoddess |
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- frankenmerge |
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- dare |
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- ties |
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- 90b |
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--- |
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# BigWeave v12 90B |
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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 identify merge settings equaling or surpassing the performance of Goliath-120b. 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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This version is a DARE-TIES merge of two passthrough merges: Xwin-LM-70b-v0.1 + Euryale-1.3-70b ([BigWeave v6](https://huggingface.co/llmixer/BigWeave-v6-90b)) and Platypus2-70b-instruct + WinterGoddess-1.4x-70b (BigWeave v8). Both models individually show strong performance, and the merged model achieves even lower perplexity than each model separately. |
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The 90b size allows for 4bit quants to fit into 48GB of VRAM. |
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# Prompting Format |
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Vicuna and Alpaca. |
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# Merge process |
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The models used in the merge are [Xwin-LM-70b-v0.1](https://huggingface.co/Xwin-LM/Xwin-LM-70B-V0.1), [Euryale-1.3-70b](https://huggingface.co/Sao10K/Euryale-1.3-L2-70B), [Platypus2-70b-instruct](https://huggingface.co/garage-bAInd/Platypus2-70B-instruct) and [WinterGoddess-1.4x-70b](https://huggingface.co/Sao10K/WinterGoddess-1.4x-70B-L2). |
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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: Xwin-LM/Xwin-LM-70B-V0.1 |
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layer_range: [0,12] |
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- sources: |
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- model: Sao10K/Euryale-1.3-L2-70B |
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layer_range: [9,14] |
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- sources: |
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- model: Xwin-LM/Xwin-LM-70B-V0.1 |
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layer_range: [12,62] |
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- sources: |
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- model: Sao10K/Euryale-1.3-L2-70B |
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layer_range: [54,71] |
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- sources: |
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- model: Xwin-LM/Xwin-LM-70B-V0.1 |
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layer_range: [62,80] |
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merge_method: passthrough |
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dtype: float16 |
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--- |
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slices: |
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- sources: |
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- model: garage-bAInd/Platypus2-70B-instruct |
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layer_range: [0,12] |
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- sources: |
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- model: Sao10K/WinterGoddess-1.4x-70B-L2 |
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layer_range: [9,14] |
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- sources: |
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- model: garage-bAInd/Platypus2-70B-instruct |
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layer_range: [12,62] |
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- sources: |
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- model: Sao10/WinterGoddess-1.4x-70B-L2 |
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layer_range: [54,71] |
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- sources: |
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- model: garage-bAInd/Platypus2-70B-instruct |
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layer_range: [62,80] |
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merge_method: passthrough |
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dtype: float16 |
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--- |
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models: |
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- model: llmixer/BigWeave-v8-90b |
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parameters: |
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weight: 0.5 |
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density: 0.25 |
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merge_method: dare_ties |
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base_model: llmixer/BigWeave-v6-90b |
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dtype: float16 |
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``` |
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# Acknowledgements |
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[@Xwin-LM](https://huggingface.co/Xwin-LM) For creating Xwin |
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[@Sao10K](https://huggingface.co/Sao10K) For creating Euryale and WinterGoddess |
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[@garage-bAInd](https://huggingface.co/garage-bAInd) For creating Platypus2 |
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[@alpindale](https://huggingface.co/alpindale) For creating the original Goliath |
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[@chargoddard](https://huggingface.co/chargoddard) For developing [mergekit](https://github.com/cg123/mergekit). |
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