Create README.md

README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+- llama
+- not-for-all-audiences
+---
+# GGUF / IQ / Imatrix for [Silver-Sun-v2-11B](https://huggingface.co/ABX-AI/Silver-Sun-v2-11B)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65d936ad52eca001fdcd3245/9DobeVeyL98G7QUufEeQg.png)
+
+**Why Importance Matrix?**
+
+**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.
+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.
+
+Related discussions in Github:
+[[1]](https://github.com/ggerganov/llama.cpp/discussions/5006) [[2]](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384)
+
+The imatrix.txt file that I used contains general, semi-random data, with some custom kink.
+
+# Silver-Sun-v2-11B
+
+> This is an updated version of Silver-Sun-11B. The change is that now the Solstice-FKL-v2-10.7B merge uses Sao10K/Fimbulvetr-11B-v2 instead of v1.
+> Additionally, the config of the original Silver-Sun was wrong, and I have also updated that.
+> As expected, this is a HIGHLY uncensored model. It should perform even better than the v1 due to the updated Fimb, and the fixed config.
+
+**Works with Alpaca, and from my tests, also ChatML. However Alpaca may be a better option. Try it out and use whatever works better for you.**
+**Due to a quirk with Solar, if you want the best quality either launch at 4K context, or launch at 8K (and possibly beyond - have not tested it that high) with 4k context pre-loaded in the prompt.**
+
+> This model is intended for fictional storytelling and writing, focusing on NSFW capabilities and lack of censorship for RP reasons.
+
+## Merge Details
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Himitsui/Kaiju-11B](https://huggingface.co/Himitsui/Kaiju-11B)
+* ABX-AI/Solstice-FKL-v2-10.7B
+>[!NOTE]
+>A mixture of [Sao10K/Solstice-11B-v1](https://huggingface.co/Sao10K/Solstice-11B-v1) and
+>[ABX-AI/Fimbulvetr-Kuro-Lotus-v2-10.7B] which is updated saishf/Fimbulvetr-Kuro-Lotus-10.7B with Fimb v2
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+      - model: ./MODELS/Solstice-FKL-v2-10.7B
+        layer_range: [0, 48]
+      - model: Himitsui/Kaiju-11B
+        layer_range: [0, 48]
+merge_method: slerp
+base_model: ./MODELS/Solstice-FKL-v2-10.7B
+parameters:
+  t:
+    - filter: self_attn
+      value: [0.6, 0.7, 0.8, 0.9, 1]
+    - filter: mlp
+      value: [0.4, 0.3, 0.2, 0.1, 0]
+    - value: 0.5
+dtype: bfloat16
+```