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+ ---
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+ base_model:
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+ - yvvki/Erotophobia-24B-v2.0
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+ base_model_relation: quantized
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+ quantized_by: ArtusDev
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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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+ ---
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+ # Erotophobia-24-v2.0
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+
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+ ![Model Banner](banner.png)
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+
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+ My second merge! Yayay!
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+ *Technically my third but we'll ignore the first failed model :(*
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+
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+ This model is just headache to do, it really is! It wasted me $20 trying to fit darkc0de/BlackXorDolphTronGOAT because it's a `float32` dtype!
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+ I didn't know I can downcast the model into `dfloat16` first until at the very end there.
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+ But, this model has the downcast in the [df16](df16) directory for your pleasure.
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+
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+ > Still testing and awaiting GGUF. Please kindly give your patience. Thank you <3
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+
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+ ## Philosophy
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+
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+ ### Mind
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+
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+ Fusion of darkc0de's fusions merge, and Acree's DeepSeek distill abliterated.
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+
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+ I think this is a good base. The Xortron is the top performing at UGI leaderboard and Arcee has the DeepSeek distill and updated world information.
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+
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+ ### Heart
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+
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+ Karcher with all 2503 base, using updated Dan's and Eurydice, and reintroduce Pantheon.
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+
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+ I feel like this will improve the roleplay. All has the models have unique characteristics of their own, and hopefully the Karcher mean can find a nice center.
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+
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+ ### Soul
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+
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+ Stock on Sleep's Omega Gaslight and Broken Tutu, since both based on Cydonia 2.1 and have the BlackSheep model in their merge.
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+
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+ I'm horny...
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+
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+ ## Merge Details
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+
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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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+
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+ ### Merge Method
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+
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+ This model was merged using multi-stage model merging method:
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+
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+ - **Mind** was merged using the [Arcee Fusion](https://www.arcee.ai/blog/meet-mergekit-v0-1-arcee-fusion-expanded-model-support-multi-gpu-acceleration) merge method using huihui-ai/Arcee-Blitz-abliterated as a base.
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+ - **Heart** was merged using the [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.
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+ - **Soul** was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using TheDrummer/Cydonia-24B-v2.1 as a base.
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+
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+ Fially, this model was merged using the [DELLA](https://arxiv.org/abs/2406.11617) merge method using **Mind** as a base.
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+
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+ The partial merge results (**Mind**, **Heart**, and **Soul**) are available inside the [intermediates](intermediates) directory.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * **Mind**
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+ - darkc0de/BlackXorDolphTronGOAT
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+ * **Soul**
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+ - PocketDoc/Dans-PersonalityEngine-V1.3.0-24b
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+ - aixonlab/Eurydice-24b-v3.5
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+ - Gryphe/Pantheon-RP-1.8-24b-Small-3.1
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+ * **Heart**
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+ - ReadyArt/Broken-Tutu-24B
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+ - ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model (using `mergekit-multi`):
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+
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+ ```yaml
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+ name: Mind
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+ merge_method: arcee_fusion
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+ dtype: bfloat16
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+ tokenizer:
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+ source: union
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+ chat_template: auto
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+ base_model: huihui-ai/Arcee-Blitz-abliterated
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+ models:
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+ - model: darkc0de/BlackXorDolphTronGOAT
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+ ---
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+ name: Heart
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+ merge_method: karcher
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+ tokenizer:
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+ source: union
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+ chat_template: auto
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+ parameters:
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+ max_iter: 1000
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+ models:
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+ - model: PocketDoc/Dans-PersonalityEngine-V1.3.0-24b
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+ - model: aixonlab/Eurydice-24b-v3.5
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+ - model: Gryphe/Pantheon-RP-1.8-24b-Small-3.1
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+ ---
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+ name: Soul
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+ merge_method: model_stock
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+ tokenizer:
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+ source: union
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+ chat_template: auto
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+ base_model: TheDrummer/Cydonia-24B-v2.1
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+ models:
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+ - model: ReadyArt/Broken-Tutu-24B
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+ - model: ReadyArt/Omega-Darker-Gaslight_The-Final-Forgotten-Fever-Dream-24B
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+ ---
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+ merge_method: della
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+ tokenizer:
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+ source: union
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+ chat_template: auto
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+ base_model: Mind
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+ models:
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+ - model: Mind
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+ - model: Heart
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+ parameters:
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+ weight: 0.6
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+ - model: Soul
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+ parameters:
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+ weight: 0.4
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+ parameters:
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+ density: 0.7
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+ epsilon: 0.2
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+ lamda: 1.1
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+ ```