Text-To-Text LLMs

Text-to-text large language models are like very smart robots that can read something and then write something else based on what they read. Imagine if you told a robot a question from your homework, and then it wrote the answer for you—that's what these models can do! They are really good at turning one piece of text into another piece, like changing a question into an answer or turning a sentence in English into Spanish.

Here are are some examples of these smart text robots:

1. T5 (Text-to-Text Transfer Transformer) - This model is like a super-helper in school. You can give it a question, and it will write out an answer for you. By Hugging Face.

2. BART (Bidirectional and Auto-Regressive Transformer) - BART is great at making stories better. If you give it a story that is all mixed up, it can fix it to make it smooth and nice to read. By Hugging Face.

3. GPT-4 (Generative Pre-trained Transformer 4) - This model is like a magic pen that can write almost anything you ask it to. You can ask it to write a story, answer questions, or even make a funny joke! By OpenAI.

4. BERT (Bidirectional Encoder Representations from Transformers) - BERT is like a detective. It's really good at finding the missing pieces in sentences. If you have a sentence with a missing word, BERT can help you figure out the best word to put in. By Google.

5. RoBERTa (A Robustly Optimized BERT Approach) - This model is like BERT's cousin, but it has been trained to be even better at understanding and helping with text. By Hugging Face.

6. Perplexity - Think of Perplexity as a very curious robot. It's designed to be super good at understanding and answering really tough questions. If you ask it something complicated, it tries to figure out the best way to explain the answer to you, just like a helpful teacher. By Perplexity.

7. GEMINI - GEMINI is a bit like a twin because it's really good at changing sentences from one language into another without losing what the sentence was originally about. If you tell it something in English, it can tell you what that would be in Spanish, and it tries to make sure it sounds just right. By Google.

8. GEMINI 2 New model for the agentic era.

9. Claude - Claude is a friendly robot that's good at chatting. It's designed to understand what you're saying really well and then come up with responses that are helpful and make sense. If you're talking about something you like, Claude can keep up with the conversation and even make it more fun. By Anthropic.

10. Meta - Meta is an AI by Meta (Facebook account is needed). By Llama.

These robots are all about making it easier for us to use and understand language in different ways. They can be teachers, translators, or just friends to talk to! These robots are very clever and help people with writing, translating languages, and answering questions!