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--- |
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base_model: |
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- huihui-ai/Llama-3.3-70B-Instruct-abliterated |
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- hitachi-nlp/Llama-3.1-70B-FLDx2 |
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- TheDrummer/Fallen-Llama-3.3-R1-70B-v1 |
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- huihui-ai/Llama-3.1-Nemotron-70B-Instruct-HF-abliterated |
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- huihui-ai/Llama-3.1-Tulu-3-70B-abliterated |
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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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# about |
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Successor of SmartTricks 1.30. |
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- Flat means a single level merge, not a 3 stages merges. |
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- This, to avoid models being "averaged over and over" until it becomes too "soupy", even if benching right. |
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- In other words, limiting the number of consecutive merges to preserve as much as possible the features of each model. |
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--- |
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# benchs |
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PPL much better than Smartricks v1.30. |
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IK_LLama.CPP Benchs in IQ6_K: |
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- PPL-512 WikiEng Text 564 : 3.33 |
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- ARC-C 299 : 60.20 |
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- ARC-E 570 : 82.28 |
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- Hellaswag 200 : 88 |
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- Winogrande 1263 : 81.53 |
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- MMLU : 46.64 |
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MMLU results are much lower than they should be on LlamaCPP. This is a constant quirk since 2024. |
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--- |
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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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [huihui-ai/Llama-3.3-70B-Instruct-abliterated](https://huggingface.co/huihui-ai/Llama-3.3-70B-Instruct-abliterated) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [hitachi-nlp/Llama-3.1-70B-FLDx2](https://huggingface.co/hitachi-nlp/Llama-3.1-70B-FLDx2) |
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* [TheDrummer/Fallen-Llama-3.3-R1-70B-v1](https://huggingface.co/TheDrummer/Fallen-Llama-3.3-R1-70B-v1) |
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* [huihui-ai/Llama-3.1-Nemotron-70B-Instruct-HF-abliterated](https://huggingface.co/huihui-ai/Llama-3.1-Nemotron-70B-Instruct-HF-abliterated) |
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* [huihui-ai/Llama-3.1-Tulu-3-70B-abliterated](https://huggingface.co/huihui-ai/Llama-3.1-Tulu-3-70B-abliterated) |
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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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merge_method: model_stock |
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models: |
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- model: TheDrummer/Fallen-Llama-3.3-R1-70B-v1 |
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parameters: |
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weight: 1.0 |
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- model: huihui-ai/Llama-3.1-Nemotron-70B-Instruct-HF-abliterated |
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parameters: |
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weight: 1.0 |
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- model: huihui-ai/Llama-3.1-Tulu-3-70B-abliterated |
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parameters: |
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weight: 1.0 |
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- model: hitachi-nlp/Llama-3.1-70B-FLDx2 |
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parameters: |
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weight: 1.0 |
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base_model: huihui-ai/Llama-3.3-70B-Instruct-abliterated |
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dtype: bfloat16 |
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out_dtype: bfloat16 |
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parameters: |
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int8_mask: true |
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normalize: true |
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rescale: false |
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filter_wise: false |
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smooth: false |
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allow_negative_weights: false |
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chat_template: auto |
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tokenizer: |
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source: union |
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``` |
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