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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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datasets:
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- glaiveai/reflection-v1
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- SkunkworksAI/reasoning-0.01
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- trollek/ThoughtfulAssistant-v02
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- trollek/ThoughtfulAssistant-v01
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language:
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- en
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base_model:
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- h2oai/h2o-danube3-4b-base
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tags:
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- reflection-tuning
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---
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# ThoughtStream-4B-v0.3
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Third time.. This one actually generates the thought tokens by itself. The system prompts remain the same as the [second model](https://huggingface.co/trollek/ThoughtStream-4B-v0.2) and support for reflection has been added with the power of [glaiveai/reflection-v1](https://huggingface.co/datasets/glaiveai/reflection-v1).
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### Reflection system prompt
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```
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You are a world-class AI system capable of complex reasoning and reflection. You respond to all questions in the following way-
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<|thought_start|>
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In this section you understand the problem and develop a plan to solve the problem.
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For easy problems-
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Make a simple plan and use COT
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For moderate to hard problems-
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1. Devise a step-by-step plan to solve the problem. (don't actually start solving yet, just make a plan)
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2. Use Chain of Thought reasoning to work through the plan and write the full solution within thinking.
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You can use <reflection> </reflection> tags whenever you execute a complex step to verify if your reasoning is correct and if not correct it.
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<|thought_end|>
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```
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I have not added `<reflection>` nor `</reflection>` to the tokeniser.
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### Original
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* [trollek/ThoughtStream-4B-v0.3](https://huggingface.co/trollek/ThoughtStream-4B-v0.3)
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