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@@ -107,17 +107,37 @@ This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https:/
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  It achieves the following results on the evaluation set:
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  - Loss: 1.1173
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- ## Model description
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-
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- More information needed
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  ## Intended uses & limitations
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- More information needed
 
 
 
 
 
 
 
 
 
 
 
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- ## Training and evaluation data
 
 
 
 
 
 
 
 
 
 
 
 
 
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- More information needed
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  ## Training procedure
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  It achieves the following results on the evaluation set:
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  - Loss: 1.1173
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  ## Intended uses & limitations
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+ The model performs best in summarization tasks, specifically in English and maybe Chinese. The model provides reasoning ON/OFF via system prompt trigger, all instructions should be contained within the user prompt.
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+
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+ Reasoning on example:
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+ ```json
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+ messages = [
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+ {"role": "system", "content": "reasoning on"},
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+ {"role": "user", "content": "Summarize the following into 5 bullet points, each with 20 words max.\n\nMarch 28 (Reuters) -..."}
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+ ]
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+
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+ # output
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+ - Elon Musk's xAI acquires X ...
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+ ```
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+ Reasoning off example:
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+ ```json
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+ messages = [
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+ {"role": "system", "content": "reasoning off"},
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+ {"role": "user", "content": "Summarize the following into 5 bullet points, each with 20 words max.\n\nMarch 28 (Reuters) -..."}
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+ ]
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+
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+ # output
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+ <think>
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+ Okay, I need to summarize this article into 5 bullet points, each with a maximum of 20 words. ...
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+ </think>
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+
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+ - Musk's xAI acquires X ...
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+ ```
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  ## Training procedure
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