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@@ -208,10 +208,10 @@ Several issues were observed during initial evaluations:
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  Amongst all tested models 'Command r plus' showed highest precision especially noted for its critical analysis capabilities and adherence to structured prompts.
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  **4.Model Training & Results:**
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- The final model was developed using full DPO finetune technique on VAGOsolutions/SauerkrautLM-1.5b which is based on qwen2 architecture achieving an impressive accuracy rate close approximating that seen with ‘Command r plus’.
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  Training specifics included:
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- * Dataset size : 250k unique entries
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  * Epochs : One
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  * Batch Size : 64
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  Amongst all tested models 'Command r plus' showed highest precision especially noted for its critical analysis capabilities and adherence to structured prompts.
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  **4.Model Training & Results:**
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+ The final model was developed using full ORPO finetune technique on VAGOsolutions/SauerkrautLM-1.5b which is based on qwen2 architecture achieving an impressive accuracy rate close approximating that seen with ‘Command r plus’.
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  Training specifics included:
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+ * Dataset size : 500k unique entries
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  * Epochs : One
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  * Batch Size : 64
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