WEBVTT 00:00.680 --> 00:03.740 So I hope you enjoyed that whirlwind tour of Google Colab. 00:03.740 --> 00:08.240 Here's just a little screenshot example of how easy it is to use it. 00:08.570 --> 00:10.760 You can just put in a bunch of code. 00:10.760 --> 00:16.010 This is of course, hugging face code that we're going to be getting deep into very, very soon. 00:16.010 --> 00:25.070 And in this case, I used the flux model, which is you may have noticed it was one of the top trending 00:25.070 --> 00:27.620 models when we were looking at models in hugging face. 00:27.620 --> 00:35.960 It is a text to image generation model from Black Forest that is a particularly, uh, exciting in that 00:35.960 --> 00:40.460 it's one of the really strong open source image generation models. 00:40.880 --> 00:46.370 And I prompted it with a futuristic class full of students learning AI coding in the surreal style of 00:46.370 --> 00:47.210 Dall-E. 00:47.390 --> 00:51.650 Uh, and this is what came up, which is wonderful, wonderful. 00:51.830 --> 01:00.590 Uh, and so it gives you a sense of how quickly you can use Google Colab to be, uh, working with, 01:00.590 --> 01:03.890 uh, high powered GPUs in the cloud. 01:05.480 --> 01:11.690 And with that, we, uh, take a moment to take stock of our progress. 01:11.720 --> 01:13.130 We are now ready. 01:13.130 --> 01:17.390 You are well positioned to be beginning on your open source adventure. 01:17.510 --> 01:24.200 Uh, in addition to what you could already do confidently coding with frontier APIs and building multimodal 01:24.230 --> 01:32.060 AI assistants, you can now navigate through Hugging Face and Google Colab and you are ready for action. 01:32.090 --> 01:39.950 So next time you're going to be able to run open source models, there's two different levels of API 01:39.950 --> 01:43.820 in hugging face, and you're going to understand what that means and what they are. 01:43.820 --> 01:47.750 And then we're going to start with the first of those, which is called pipelines. 01:47.750 --> 01:53.240 You're going to be able to use pipelines for a bunch of different AI tasks, including generating text, 01:53.270 --> 01:57.080 images and audio using open source models. 01:57.110 --> 01:58.220 I can't wait.