In this post, we’ll explore three cutting-edge tools that are making waves in the AI and machine learning community. First, dive into the Tokenizer Arena on HuggingFace, where you can compare and visualize tokenization processes across models like GPT-4, Phi-3, and Grok. This tool offers a unique insight into token counts, token IDs, and attention mechanisms, with bar plot comparisons that help you understand how different models handle text input. Next, discover AutoQuizzer, a space that automatically generates quizzes from any URL, allowing you to test your knowledge or let an LLM do the quiz for you, with options for both web browsing and “closed book” evaluations. Finally, explore PaliGemma, Google’s new open vision-language model, fine-tuned on a variety of tasks like question answering and image captioning. You can interact with these models directly, experimenting with text or image inputs. These tools provide powerful ways to engage with and understand the capabilities of today’s most advanced AI models.
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