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--- |
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base_model: |
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- 152334H/miqu-1-70b-sf |
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- grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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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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--- |
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# miqurelian-120b |
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This is a 120b merge created by interleaving layers of [miqu-1-70b-sf](https://huggingface.co./152334H/miqu-1-70b-sf) with [Aurelian](https://huggingface.co./grimulkan/aurelian-v0.5-70b-rope8-32K-fp16), a creative writing model, using [mergekit](https://github.com/cg123/mergekit). It performs approximtely SOTA for long-context creative writing tasks that require strong semantic coherence. |
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## Model Details |
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- Max Context: 32768 tokens |
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- Layers: 140 |
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### Prompt template |
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``` |
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<s>[INST] {prompt} [/INST] |
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``` |
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### Merge Method |
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This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method. |
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### Models Merged |
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The following models were included in the merge: |
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- [152334H/miqu-1-70b-sf](https://huggingface.co./152334H/miqu-1-70b-sf) |
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- [grimulkan/aurelian-v0.5-70b-rope8-32K-fp16](https://huggingface.co./grimulkan/aurelian-v0.5-70b-rope8-32K-fp16) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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<details><summary>mergekit_config.yml</summary> |
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```yaml |
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merge_method: linear |
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parameters: |
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weight: 1.0 |
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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: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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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, 20] |
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- sources: |
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- model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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layer_range: [10, 30] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [20, 40] |
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- sources: |
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- model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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layer_range: [30, 50] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [40, 60] |
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- sources: |
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- model: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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layer_range: [50, 70] |
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- sources: |
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- model: 152334H/miqu-1-70b-sf |
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layer_range: [60, 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: grimulkan/aurelian-v0.5-70b-rope8-32K-fp16 |
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layer_range: [79, 80] |
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parameters: |
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weight: 0 |
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dtype: float16 |
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tokenizer_source: model:152334H/miqu-1-70b-sf |
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``` |
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</details> |
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