Looks very interesting ! I will evaluate this for one of our use cases for a data pipeline that handles around 50 million rows everyday . Mainly need it for segmenting user events. The low memory footprint is huge plus for cost at that scale . Need to spend this weekend on fine tuning, if this disappoints will try one of qwen model