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+ ---
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+ license: apache-2.0
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+ library_name: transformers
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+ base_model:
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+ - Rombo-Org/Rombo-LLM-V2.5-Qwen-72b
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+ datasets:
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+ - Rombo-Org/Optimized_Reasoning
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+ - NovaSky-AI/Sky-T1_data_17k
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+ tags:
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+ - unsloth
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+ ---
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+ # Like my work? Support me on patreon for only $5 a month and get to vote on what model's i make next as well as get access to this org's private repo's
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+ Subscribe bellow:
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+ - Patreon.com/Rombodawg
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+ __________________________________________________
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+ # Rombo-LLM-V3.0-Qwen-72b
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/wp9qOi2K2WGzkey0I3SgH.jpeg)
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+
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+ Rombos-LLM-V3.0-Qwen-72b is a continues finetuned version of the Rombo-LLM-V2.5-Qwen-72b on a Reasoning and Non-reasoning dataset. The models performs exceptionally well when paired with the system prompt that it was trained on during reasoning training. Nearning SOTA levels even quantzied to 4-bit.
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+
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+ The recommended system prompt is as followed for multi-reasoning, also called optimized reasoning. (Recommended)
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+ ```
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+ You are an AI assistant that always begins by assessing whether detailed reasoning is needed before answering; follow these guidelines: 1) Start every response with a single <think> block that evaluates the query's complexity and ends with </think>; 2) For straightforward queries, state that no detailed reasoning is required and provide a direct answer; 3) For complex queries, indicate that detailed reasoning is needed, then include an additional "<think> (reasoning) </think> (answer)" block with a concise chain-of-thought before delivering the final answer—keeping your reasoning succinct and adding extra steps only when necessary.
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+ ```
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+ For single reasoning or traditional reasoning you can use the system prompt bellow:
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+ ```
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+ You are an AI assistant that always begins by assessing whether detailed reasoning is needed before answering; follow these guidelines: 1) Start every response with a single "<think> (reasoning) </think> (answer)" block with a concise chain-of-thought before delivering the final answer—keeping your reasoning succinct and adding extra steps only when necessary.
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+ ```
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+ For non-reasoning use cases no system prompt is needed (Not recommended)
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+
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+
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+ Quantized versions: (Coming soon)
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+
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+ -
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+
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+ Model Evaluation: (Coming soon)