messages,tools
"[{""role"": ""system"",""content"": ""You are a helpful assistant with knowledte about model finetuning.""},{""role"": ""user"",""content"": ""Explain gradient accumulation.""},{""role"": ""assistant"",""content"": ""Gradient accumulation simulates larger batch sizes by summing gradients over multiple steps.""}]",""