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README.md
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---
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datasets:
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- ewof/koishi-instruct-metharme
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---
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## GPTQ
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4096 sequence length
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VMware/open-instruct dataset
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## Training
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[axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) was used for training
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on a 6x nvidia a40 gpu cluster.
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the a40 GPU cluster has been graciously provided by [Arc Compute](https://www.arccompute.io/).
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trained on koishi commit 6e675d1 for one epoch
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## Base Model
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rank 16 lora tune of mistralai/Mistral-7B-v0.1 (all modules, merged)
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## Prompting
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The current model version has been trained on prompts using three different roles, which are denoted by the following tokens: `<|system|>`, `<|user|>` and `<|model|>`.
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The `<|system|>` prompt can be used to inject out-of-channel information behind the scenes, while the `<|user|>` prompt should be used to indicate user input. The `<|model|>` token should then be used to indicate that the model should generate a response. These tokens can happen multiple times and be chained up to form a conversation history.
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