初始化项目，由ModelHub XC社区提供模型
Model: Undi95/UtopiaXL-13B Source: Original Platform
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README.md
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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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<!-- description start -->
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## Description
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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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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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The name "XL" come from the absurd amount of model pushed into it.
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<!-- description end -->
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<!-- description start -->
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## Models and loras used
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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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<!-- 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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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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- 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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- 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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model: PygmalionAI/pygmalion-2-13b
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- sources:
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- layer_range:
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model: Undi95/Utopia-13B
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- sources:
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- layer_range:
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model: Heralax/Cat-0.5
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- sources:
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- layer_range:
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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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model: Undi95/Utopia-13B
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- sources:
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- layer_range:
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model: PygmalionAI/pygmalion-2-13b
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- sources:
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- layer_range:
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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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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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=> 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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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{prompt}
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### Response:
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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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If you want to support me, you can [here](https://ko-fi.com/undiai).
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config.json
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{
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"_name_or_path": "./Undi95_UtopiaXL-Base-13B",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 13824,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 40,
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"num_hidden_layers": 40,
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"num_key_value_heads": 40,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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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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||||
28
special_tokens_map.json
Normal file
28
special_tokens_map.json
Normal file
@@ -0,0 +1,28 @@
|
||||
{
|
||||
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||||
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||||
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|
||||
93391
tokenizer.json
Normal file
93391
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
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||||
size 499723
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||||
42
tokenizer_config.json
Normal file
42
tokenizer_config.json
Normal file
@@ -0,0 +1,42 @@
|
||||
{
|
||||
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|
||||
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||||
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||||
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|
||||
"use_default_system_prompt": false
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||||
}
|
||||
Reference in New Issue
Block a user