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README.md ADDED
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+ ---
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+ license: cc-by-nc-4.0
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+ tags:
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+ - not-for-all-audiences
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+ - nsfw
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+ ---
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+
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+ <!-- description start -->
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+ ## Description
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+
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+ This repo contains fp16 files of UtopiaXL-13B, a merge I have done with the new [layer shuffle](https://github.com/cg123/mergekit/blob/main/mergekit/scripts/layershuffle.py) method from mergekit (thank you Charles for adding my request to your project!)
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+
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+ This is more a proof of concept showing the following:
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+ - Llama2 is very flexible
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+ - Llama2 don't care about what is finetuned on the layers specifically if you keep them in the same order
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+ - Clean merge (no ties, no SLERP, etc...) with only layer is possible without breaking something
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+ - Deleting special tokens/using model with special token don't break the model
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+ - Alpaca win, always. So use it.
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+
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+ The name "XL" come from the absurd amount of model pushed into it.
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+
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+ <!-- description end -->
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+ <!-- description start -->
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+ ## Models and loras used
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+
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+ - [Undi95/Utopia-13B](https://huggingface.co/Undi95/Utopia-13B)
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+ - [KoboldAI/LLAMA2-13B-Holodeck-1](https://huggingface.co/KoboldAI/LLAMA2-13B-Holodeck-1)
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+ - [Undi95/PsyMedRP-v1-13B](https://huggingface.co/Undi95/PsyMedRP-v1-13B)
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+ - [PygmalionAI/pygmalion-2-13b](https://huggingface.co/PygmalionAI/pygmalion-2-13b)
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+ - [Heralax/Cat-0.5](https://huggingface.co/Heralax/Cat-0.5)
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+ - [KoboldAI/LLaMA2-13B-TiefighterLR](https://huggingface.co/KoboldAI/LLaMA2-13B-TiefighterLR)
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+ - [Heralax/Augmental-13b-two-epochs](https://huggingface.co/Heralax/Augmental-13b-two-epochs)
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+ - [Undi95/Storytelling-v2.1-13B-lora](https://huggingface.co/Undi95/Storytelling-v2.1-13B-lora)
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+ - [Undi95/LimaRP-UtopiaXL-13B-v3-lora](https://huggingface.co/Undi95/LimaRP-UtopiaXL-13B-v3-lora)
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+
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+ <!-- description end -->
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+ ## The sauce
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+ ```
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+ !mergekit-layershuffle ./UtopiaXL \
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+ --model Undi95/Utopia-13B --weight 0.4 \
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+ --model KoboldAI/LLAMA2-13B-Holodeck-1 --weight 0.1 \
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+ --model Undi95/PsyMedRP-v1-13B --weight 0.1 \
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+ --model PygmalionAI/pygmalion-2-13b --weight 0.25 \
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+ --model Heralax/Cat-0.5 --weight 0.1 \
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+ --model KoboldAI/LLaMA2-13B-TiefighterLR --weight 0.1 \
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+ --model Heralax/Augmental-13b-two-epochs --weight 0.1 \
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+ --write-yaml UtopiaXL.yaml
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+
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+ =========================
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+
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+ merge_method: passthrough
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+ slices:
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+ - sources:
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+ - layer_range:
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+ - 0
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+ - 1
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+ model: KoboldAI/LLAMA2-13B-Holodeck-1
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+ - sources:
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+ - layer_range:
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+ - 1
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+ - 4
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 4
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+ - 5
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 5
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+ - 6
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+ model: Undi95/PsyMedRP-v1-13B
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+ - sources:
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+ - layer_range:
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+ - 6
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+ - 7
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+ model: KoboldAI/LLaMA2-13B-TiefighterLR
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+ - sources:
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+ - layer_range:
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+ - 7
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+ - 8
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 8
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+ - 9
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+ model: Undi95/PsyMedRP-v1-13B
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+ - sources:
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+ - layer_range:
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+ - 9
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+ - 10
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 10
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+ - 13
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 13
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+ - 14
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+ model: Heralax/Cat-0.5
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+ - sources:
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+ - layer_range:
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+ - 14
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+ - 17
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 17
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+ - 18
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+ model: Heralax/Augmental-13b-two-epochs
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+ - sources:
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+ - layer_range:
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+ - 18
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+ - 19
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+ model: KoboldAI/LLaMA2-13B-TiefighterLR
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+ - sources:
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+ - layer_range:
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+ - 19
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+ - 22
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 22
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+ - 23
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 23
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+ - 25
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 25
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+ - 27
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 27
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+ - 28
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+ model: Heralax/Cat-0.5
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+ - sources:
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+ - layer_range:
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+ - 28
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+ - 30
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 30
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+ - 31
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+ model: Heralax/Augmental-13b-two-epochs
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+ - sources:
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+ - layer_range:
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+ - 31
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+ - 32
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 32
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+ - 33
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+ model: Heralax/Cat-0.5
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+ - sources:
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+ - layer_range:
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+ - 33
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+ - 34
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+ model: Heralax/Augmental-13b-two-epochs
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+ - sources:
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+ - layer_range:
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+ - 34
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+ - 35
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+ model: Undi95/PsyMedRP-v1-13B
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+ - sources:
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+ - layer_range:
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+ - 35
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+ - 36
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+ model: Heralax/Augmental-13b-two-epochs
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+ - sources:
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+ - layer_range:
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+ - 36
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+ - 37
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+ model: Undi95/Utopia-13B
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+ - sources:
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+ - layer_range:
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+ - 37
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+ - 38
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+ model: KoboldAI/LLAMA2-13B-Holodeck-1
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+ - sources:
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+ - layer_range:
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+ - 38
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+ - 39
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+ model: PygmalionAI/pygmalion-2-13b
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+ - sources:
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+ - layer_range:
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+ - 39
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+ - 40
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+ model: KoboldAI/LLAMA2-13B-Holodeck-1
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+
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+ =========================
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+
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+ => Applying Undi95/Storytelling-v2.1-13B-lora x 0.1
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+ => Trained on LimaRP for +2h
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+ => Applying Undi95/LimaRP-UtopiaXL-13B-v3-lora x 0.35
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+ ```
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+ <!-- prompt-template start -->
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+ ## Prompt template: Alpaca
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+
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+ ```
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+ Below is an instruction that describes a task. Write a response that appropriately completes the request.
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+
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+ ### Instruction:
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+ {prompt}
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+
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+ ### Response:
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+
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+ ```
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+ A big thanks to [Charles](https://huggingface.co/chargoddard) for adding the layer shuffle method to his tool [mergekit](https://github.com/cg123/mergekit/tree/main) and [Henky/KoboldAI](https://koboldai.org/) for the machine he let me use.
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+
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+ If you want to support me, you can [here](https://ko-fi.com/undiai).
config.json ADDED
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+ {
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+ "_name_or_path": "./Undi95_UtopiaXL-Base-13B",
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+ "transformers_version": "4.36.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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