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  - **License:** apache-2.0
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  - **Finetuned from model :** llama-3.2-1b-instruct-bnb-4bit
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- The first Reasoning model can have an “aha moment” same as DeepSeek’s R1.
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  We've enhanced the entire GRPO process, making it use 80% less VRAM than Hugging Face + FA2.
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  This allows you to reproduce R1-Zero's "aha moment" on just 7GB of VRAM using llama-3.2-1b.
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  Please note, this isn’t fine-tuning DeepSeek’s R1 distilled models or using distilled data from R1 for tuning.
 
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  - **License:** apache-2.0
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  - **Finetuned from model :** llama-3.2-1b-instruct-bnb-4bit
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+ This is one of my first Reasoning model can have an “aha moment” same as DeepSeek’s R1.
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  We've enhanced the entire GRPO process, making it use 80% less VRAM than Hugging Face + FA2.
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  This allows you to reproduce R1-Zero's "aha moment" on just 7GB of VRAM using llama-3.2-1b.
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  Please note, this isn’t fine-tuning DeepSeek’s R1 distilled models or using distilled data from R1 for tuning.