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--- |
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base_model: |
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- ABX-AI/Cerebral-Infinity-7B |
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- ABX-AI/Spicy-Laymonade-7B |
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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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- not-for-all-audiences |
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--- |
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# GGUF / IQ / Imatrix for [Cosmic-Citrus-9B](https://huggingface.co/ABX-AI/Cosmic-Citrus-9B) |
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/65d936ad52eca001fdcd3245/mm8eJBytwElxWw_V1voDW.png) |
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**Why Importance Matrix?** |
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**Importance Matrix**, at least based on my testing, has shown to improve the output and performance of "IQ"-type quantizations, where the compression becomes quite heavy. |
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The **Imatrix** performs a calibration, using a provided dataset. Testing has shown that semi-randomized data can help perserve more important segments as the compression is applied. |
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Related discussions in Github: |
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[[1]](https://github.com/ggerganov/llama.cpp/discussions/5006) [[2]](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384) |
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The imatrix.txt file that I used contains general, semi-random data, with some custom kink. |
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# Cosmic-Citrus-9B |
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Another attempt at merging Cerebrum, InfinityRP, LemonadeRP, and Laymonade, all already merged in my previous merges, now into a 9B containing TheSpice. |
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So far in my tests, it seems to follow my cards in intriguing way, using refined language, with more consideration of what the prompt is saying. |
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In fact, I'm quite positively surprised as the creativity surpassed my expectations. It's quickly becoming a favorite to use for me. |
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## Merge Details |
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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 Method |
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This model was merged using the passthrough merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [ABX-AI/Cerebral-Infinity-7B](https://huggingface.co/ABX-AI/Cerebral-Infinity-7B) |
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* [ABX-AI/Spicy-Laymonade-7B](https://huggingface.co/ABX-AI/Spicy-Laymonade-7B) |
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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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slices: |
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- sources: |
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- model: ABX-AI/Cerebral-Infinity-7B |
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layer_range: [0, 20] |
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- sources: |
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- model: ABX-AI/Spicy-Laymonade-7B |
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layer_range: [12, 32] |
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merge_method: passthrough |
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dtype: float16 |
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``` |