49 lines
1.3 KiB
Markdown
49 lines
1.3 KiB
Markdown
---
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license: apache-2.0
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tags:
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- merge
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- mergekit
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- CorticalStack/pastiche-crown-clown-7b-dare-dpo
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- Equall/Saul-Instruct-v1
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---
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# Saul-Instruct-Clown-7b
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Saul-Instruct-Clown-7b is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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* [CorticalStack/pastiche-crown-clown-7b-dare-dpo](https://huggingface.co/CorticalStack/pastiche-crown-clown-7b-dare-dpo)
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* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)
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## 🏆 Evaluation
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### OpenLLM
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Saul-Instruct-Clown-7b OpenLLM benchmark suite
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| Model | Average | arc | HellaSwag | mmlu | TruthfulQA | gsm8k |
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|---|---:|---:|---:|---:|---:|---:|
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| [arcee-ai/Saul-Instruct-Clown-7b](https://huggingface.co/arcee-ai/Saul-Instruct-Clown-7b/) | 72.79 | 68.26 | 86.28 | 63.12 | 64.68 | 83.43 | 70.96 |
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## 🧩 Configuration
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```yaml
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slices:
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- sources:
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- model: CorticalStack/pastiche-crown-clown-7b-dare-dpo
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layer_range: [0, 32]
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- model: Equall/Saul-Instruct-v1
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layer_range: [0, 32]
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merge_method: slerp
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base_model: CorticalStack/pastiche-crown-clown-7b-dare-dpo
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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``` |