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--- |
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base_model: |
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- v000000/L3.1-8B-RP-Test-003-Task_Arithmetic |
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- v000000/L3.1-Niitorm-8B-t0.0001 |
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- Sao10K/L3.1-8B-Niitama-v1.1 |
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- arcee-ai/Llama-3.1-SuperNova-Lite |
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- akjindal53244/Llama-3.1-Storm-8B |
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- v000000/L3.1-8B-RP-Test-002-Task_Arithmetic |
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- grimjim/Llama-3-Instruct-abliteration-LoRA-8B |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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- llama |
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--- |
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*Niitorm's task vectors on Supernova's 405B distilled base.* |
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# merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [v000000/L3.1-Niitorm-8B-t0.0001](https://huggingface.co/v000000/L3.1-Niitorm-8B-t0.0001) |
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* [Sao10K/L3.1-8B-Niitama-v1.1](https://huggingface.co/Sao10K/L3.1-8B-Niitama-v1.1) + [grimjim/Llama-3-Instruct-abliteration-LoRA-8B](https://huggingface.co/grimjim/Llama-3-Instruct-abliteration-LoRA-8B) |
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* [akjindal53244/Llama-3.1-Storm-8B](https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B) |
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* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite) |
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* [v000000/L3.1-8B-RP-Test-003-Task_Arithmetic](https://huggingface.co/v000000/L3.1-8B-RP-Test-003-Task_Arithmetic) |
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* [v000000/L3.1-8B-RP-Test-002-Task_Arithmetic](https://huggingface.co/v000000/L3.1-8B-RP-Test-002-Task_Arithmetic) + [grimjim/Llama-3-Instruct-abliteration-LoRA-8B](https://huggingface.co/grimjim/Llama-3-Instruct-abliteration-LoRA-8B) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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#Step1 - Add smarts to Niitama with alchemonaut's algorithm. |
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slices: |
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- sources: |
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- model: Sao10K/L3.1-8B-Niitama-v1.1+grimjim/Llama-3-Instruct-abliteration-LoRA-8B |
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layer_range: [0, 32] |
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- model: akjindal53244/Llama-3.1-Storm-8B |
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layer_range: [0, 32] |
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merge_method: nearswap |
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base_model: Sao10K/L3.1-8B-Niitama-v1.1+grimjim/Llama-3-Instruct-abliteration-LoRA-8B |
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parameters: |
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t: |
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- value: 0.0001 |
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dtype: bfloat16 |
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out_type: float16 |
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#Step 2 - Learn vectors onto Supernova 0.4(Niitorm) |
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models: |
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- model: arcee-ai/Llama-3.1-SuperNova-Lite |
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parameters: |
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weight: 1.0 |
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- model: v000000/L3.1-Niitorm-8B-t0.0001 |
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parameters: |
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weight: 0.4 |
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merge_method: task_arithmetic |
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base_model: arcee-ai/Llama-3.1-SuperNova-Lite |
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parameters: |
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normalize: false |
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dtype: float16 |
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#Step 3 - Fully learn vectors onto Supernova 1.25(Niitorm) |
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models: |
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- model: arcee-ai/Llama-3.1-SuperNova-Lite |
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parameters: |
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weight: 0.0 |
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- model: v000000/L3.1-Niitorm-8B-t0.0001 |
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parameters: |
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weight: 1.25 |
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merge_method: task_arithmetic |
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base_model: arcee-ai/Llama-3.1-SuperNova-Lite |
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parameters: |
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normalize: false |
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dtype: float16 |
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#Step 4 - Merge checkpoints and keep output/input Supernova heavy |
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#Merge with a triangular slerp from sophosympatheia. |
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models: |
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- model: v000000/L3.1-8B-RP-Test-003-Task_Arithmetic |
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merge_method: slerp |
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base_model: v000000/L3.1-8B-RP-Test-002-Task_Arithmetic+grimjim/Llama-3-Instruct-abliteration-LoRA-8B |
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parameters: |
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t: |
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- value: [0, 0, 0.3, 0.4, 0.5, 0.6, 0.5, 0.4, 0.3, 0, 0] |
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dtype: float16 |
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``` |
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