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Amazon bedrock different response in chat and text

I am integrating Bedrock functionality using Llama 3 70B instruct.
And I am getting different response with same promt and model configuration depend there I make call.
If I using Chat option on Bedrock website I am getting close to what I need.
But if I use API call or Text option on website I get pretty strange result.
Every config are the same in every option.