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language:
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- en
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---
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# grimulkan_jannie-log-augmented-system-qwq-all-aphrodite
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[You should mask everything except the last turn](https://github.com/xzuyn/axolotl/blob/prompt_formats/src/axolotl/prompt_strategies/customchatml-regex-last-only.py). The only part that matters to teach the model is the last turn, as you are teaching it to always output thinking, no matter what the user feeds it.
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It's setup to be trained like [R1](https://api-docs.deepseek.com/guides/reasoning_model#multi-round-conversation):
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