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Not that much tbh, if the partner likes your work then CGPA would not be much of a concern. For your second question, more than CGPA its the contacts that you have which helps in landing internships. Try cold messaging partners on LinkedIn - short and sweet.
Once you land an internship, your CGPA will no matter if your quality of work is great. Be diligent, be useful, figure out what associates do and how you can help them. That's all it takes.
Finally, one of the perfect answers on this site.
It does matter when your cv is in the reckoning with hundred or thousands others.