Create README.md


README.md

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+---
+base_model:
+- Azazelle/MN-Halide-12b-v1.0
+- benhaotang/nemo-math-science-philosophy-12B
+- FallenMerick/MN-Chunky-Lotus-12B
+- FallenMerick/MN-Violet-Lotus-12B
+- GalrionSoftworks/Canidori-12B-v1
+- GalrionSoftworks/Pleiades-12B-v1
+- inflatebot/MN-12B-Mag-Mell-R1
+- Nohobby/MN-12B-Siskin-v0.2
+- ThijsL202/MadMix-Unleashed-12B
+- Trappu/Abomination-merge-attempt-12B
+- VongolaChouko/Starcannon-Unleashed-12B-v1.0
+library_name: transformers
+tags:
+- mergekit
+- merge
+- bfloat16
+- safetensors
+- 12b
+- chat
+- creative
+- roleplay
+- conversational
+- creative-writing
+- not-for-all-audiences
+language:
+- en
+- ru
+
+---
+# AbominationScience-12B-v4
+>*When the choice is not random*
+
+![AbominationScienceLogo256.png](https://cdn-uploads.huggingface.co/production/uploads/673125091920e70ac26c8a2e/mrBCmxkidQ9KNQsRO_fOy.png)
+
+This is an interesting merge of **11 cool models**, created using [mergekit](https://github.com/arcee-ai/mergekit).
+Enjoy exploring :)
+
+## Merge Details
+### Method
+
+This model was merged using the multistep process and remerge with some model variations for best result.
+
+### Models
+
+The following models were included in the merge:
+
+* [Azazelle/MN-Halide-12b-v1.0](https://huggingface.co/Azazelle/MN-Halide-12b-v1.0)
+* [benhaotang/nemo-math-science-philosophy-12B](https://huggingface.co/benhaotang/nemo-math-science-philosophy-12B)
+* [FallenMerick/MN-Chunky-Lotus-12B](https://huggingface.co/FallenMerick/MN-Chunky-Lotus-12B)
+* [FallenMerick/MN-Violet-Lotus-12B](https://huggingface.co/FallenMerick/MN-Violet-Lotus-12B)
+* [GalrionSoftworks/Canidori-12B-v1](https://huggingface.co/GalrionSoftworks/Canidori-12B-v1)
+* [GalrionSoftworks/Pleiades-12B-v1](https://huggingface.co/GalrionSoftworks/Pleiades-12B-v1)
+* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
+* [Nohobby/MN-12B-Siskin-v0.2](https://huggingface.co/Nohobby/MN-12B-Siskin-v0.2)
+* [ThijsL202/MadMix-Unleashed-12B](https://huggingface.co/ThijsL202/MadMix-Unleashed-12B)
+* [Trappu/Abomination-merge-attempt-12B](https://huggingface.co/Trappu/Abomination-merge-attempt-12B)
+* [VongolaChouko/Starcannon-Unleashed-12B-v1.0](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0)
+
+### Configuration
+
+The following YAML configurations was used to produce this model:
+
+```yaml
+# AbominationScience
+# It's a good model, I used it as a base for this merge.
+models:
+  - model: Trappu/Abomination-merge-attempt-12B
+  - model: benhaotang/nemo-math-science-philosophy-12B
+merge_method: slerp
+base_model: Trappu/Abomination-merge-attempt-12B
+dtype: bfloat16
+parameters:
+  t: [0.8, 0.2, 0.8, 0.2, 0.8, 0.2, 0.8]
+
+# SCUMCL
+models:
+  - model: VongolaChouko/Starcannon-Unleashed-12B-v1.0
+  - model: FallenMerick/MN-Chunky-Lotus-12B
+merge_method: slerp
+base_model: VongolaChouko/Starcannon-Unleashed-12B-v1.0
+dtype: bfloat16
+parameters:
+  t: [0.7, 0.3, 0.7, 0.3, 0.7, 0.3, 0.7]
+
+# SISMMU
+models:
+  - model: Nohobby/MN-12B-Siskin-v0.2
+  - model: ThijsL202/MadMix-Unleashed-12B
+merge_method: slerp
+base_model: Nohobby/MN-12B-Siskin-v0.2
+dtype: bfloat16
+parameters:
+  t: [0, 0.5, 1, 0.5, 0]
+
+# PLECAD
+models:
+  - model: GalrionSoftworks/Pleiades-12B-v1
+  - model: GalrionSoftworks/Canidori-12B-v1
+merge_method: slerp
+base_model: GalrionSoftworks/Pleiades-12B-v1
+dtype: bfloat16
+parameters:
+  t: [0.7, 0.3, 0.7, 0.3, 0.7, 0.3, 0.7]
+
+# Positive-12B-v1 and Negative-12B-v1 are the basis of diversity for the base model.
+# I've lost the exact config, but it was most likely a slerp like the one in SCUMCL/SISMMU/PLECAD.
+# Positive-12B-v1 = SCUMCL + SISMMU.
+# Negative-12B-v1 = PLECAD + AbominationScience.
+
+# AbominationScience-12B-v2
+models:
+  - model: F:/Positive-12B-v1
+    parameters:
+      density: [0.5, 0.4, 0.6, 0.3, 0.7, 0.2, 0.8, 0.1, 0.9,  0.1, 0.9, 0.1, 0.9,  0.1, 0.9, 0.2, 0.8, 0.3, 0.7, 0.4, 0.6, 0.5]
+      weight:  [0.5, 0.6, 0.4, 0.7, 0.3, 0.8, 0.2, 0.9, 0.1,  0.9, 0.1, 0.9, 0.1,  0.9, 0.1, 0.8, 0.2, 0.7, 0.3, 0.6, 0.4, 0.5]
+  - model: F:/Negative-12B-v1
+    parameters:
+      density: [0.5, 0.6, 0.4, 0.7, 0.3, 0.8, 0.2, 0.9, 0.1,  0.9, 0.1, 0.9, 0.1,  0.9, 0.1, 0.8, 0.2, 0.7, 0.3, 0.6, 0.4, 0.5]
+      weight:  [0.5, 0.4, 0.6, 0.3, 0.7, 0.2, 0.8, 0.1, 0.9,  0.1, 0.9, 0.1, 0.9,  0.1, 0.9, 0.2, 0.8, 0.3, 0.7, 0.4, 0.6, 0.5]
+merge_method: dare_ties
+base_model: F:/AbominationScience
+dtype: bfloat16
+
+# AbominationScience-12B-v3
+# Della merge with a good base to form an interesting core
+models:
+  - model: F:/AbominationScience
+    parameters:
+      weight:  [0.5, 0.6, 0.4, 0.7, 0.3, 0.8, 0.2, 0.8, 0.2, 0.7, 0.3, 0.6, 0.4, 0.5]
+      density: [0.5, 0.4, 0.6, 0.3, 0.7, 0.2, 0.8, 0.2, 0.8, 0.3, 0.7, 0.4, 0.6, 0.5]
+merge_method: della
+parameters:
+  epsilon: 0.123456789
+  lambda:  0.987654321
+base_model: F:/AbominationScience-12B-v2
+dtype: bfloat16
+
+# AbominationScience-12B-v4
+# Final shift the model to three very good bases.
+models:
+  - model: inflatebot/MN-12B-Mag-Mell-R1
+  - model: FallenMerick/MN-Violet-Lotus-12B
+  - model: Azazelle/MN-Halide-12b-v1.0
+merge_method: model_stock
+base_model: F:/AbominationScience-12B-v3
+dtype: bfloat16
+```
+
+>My thanks to the authors of the original models, your work is incredible. Have a good time 🖤