61 lines
2.0 KiB
Markdown
61 lines
2.0 KiB
Markdown
---
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license: apache-2.0
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base_model:
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- mistralai/Mistral-Nemo-Instruct-2407
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tags:
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- roleplay
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- conversational
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language:
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- en
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---
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# Nemo 12b RP Ink
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A roleplay-focused LoRA finetune of Mistral Nemo Instruct. Methodology and hyperparams inspired by [SorcererLM](https://huggingface.co/rAIfle/SorcererLM-8x22b-bf16) and [Slush](https://huggingface.co/crestf411/Q2.5-32B-Slush).
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Renamed to Ink to distinguish from [insert every other rp tune ever], but it's the same data as was used in the [Teleut RP model](https://huggingface.co/allura-org/Teleut-7b-RP).
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## Testimonials
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> dude Fizz, Ink is fucking **gas**
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\- inflatebot
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> First impression, I put this higher than Rocinante and Magnum Picaro
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>
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\- ShotMisser64
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> Never tried 12B, but this one is GOAT
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>
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\- Evoc
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## Dataset
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The worst mix of data you've ever seen. Like, seriously, you do not want to see the things that went into this model. It's bad.
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"this is like washing down an adderall with a bottle of methylated rotgut" - inflatebot
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## Quants
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- [Static GGUFs (thanks auri!)](https://huggingface.co/allura-org/MN-12b-RP-Ink-GGUF)
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- [Imatrix GGUFs (thanks bart!)](https://huggingface.co/bartowski/MN-12b-RP-Ink-GGUF)
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## Recommended Settings
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Chat template: Mistral v3-Tekken
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Recommended samplers (not the be-all-end-all, try some on your own!):
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- Temp 1.25 / MinP 0.1
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- Temp 1.03 / TopK 200 / MinP 0.05 / TopA 0.2
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## Hyperparams
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### General
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- Epochs = 2
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- LR = 6e-5
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- LR Scheduler = Cosine
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- Optimizer = Paged AdamW 8bit
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- Effective batch size = 12
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### LoRA
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- Rank = 16
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- Alpha = 32
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- Dropout = 0.25 (Inspiration: [Slush](https://huggingface.co/crestf411/Q2.5-32B-Slush))
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## Credits
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Humongous thanks to the people who created the data. I would credit you all, but that would be cheating ;)
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Big thanks to all Allura members, especially Toasty, for testing and emotional support ilya /platonic
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Also special thanks to Bot for making the model card image here :3 |