This blog shows how to utilize Facebook Messenger Chatbot, Flask, and ChatGPT together to provide text messages with detailed responses. Step 1: Create a Facebook Chatbot We must create the Facebook Messenger Chatbot in order to automate the messages with ChatGPT. Please follow the steps from step 1 to step 8 in our blog post […]
This blog describes how you can integrate Telegram and create a python application based on the Flask web framework that can receive user Telegram messages and utilize ChatGPT to respond to those messages in detail. Step 1: Create Telegram Bot In order to automate the messages with ChatGPT, we just need to create the Telegram […]
We all agree to a point that by now we not only have heard about ChatGPT but also got a hands-on experience with it and we Loved it! For those who haven’t got a chance to get in touch with ChatGPT here is a brief introduction: ChatGPT is a large language model trained by OpenAI, […]
Introduction Prompt tuning is a technique that uses frozen pre-trained language models to downstream tasks that minimize per-task storage and memory usage during the training phase and this is useful for Large Language Models (LLMs) such as GPT2, T5, GPT-J, GPT-NEO, GPT-NEOX, GPT-20B, GPT3, etc where the model is so large that fine-tuning becomes difficult […]
What is Hugging Face Hub? The HuggingFace Hub is a platform that allows developers to store and share code, as well as collaborate on Machine Learning projects. It hosts Git-based repositories, a type of version-controlled storage where developers can keep all of their project files. Developers can upload and access cutting-edge models for natural language processing, computer […]
Introduction Facebook/meta AI has introduced a new large language model trained on billions of parameters called OPT (Open Pre-trained Transformers), ranging from 125M to 175B parameters. It can be used to generate creative text, solve simple math problems, answer reading comprehension questions, and address other Natural Language Processing related issues. We tried a few different […]
In a quest to open source GPT-3 like 175B parameters model, EletutherAI has been doing instrumental work and releasing one model after another. The latest one to come out from their magic box is GPT-NeoX! What is GPT-NeoX? GPT-NeoX or GPT-NeoX-20B model is an Autoregressive Language Model. It is a 20 Billion parameters model trained […]
If AI can write articles then why can’t it write programming code? 🙂 Well, it can! OpenAI Codex is an NLP (Natural Language Processing) model that translates natural language into code. It is a direct descendant of GPT-3 that has been trained on both natural language and billions of lines of code. It is the strongest in […]
In a quest to replicate OpenAI’s GPT-3 model, the researchers at EleutherAI have been releasing powerful Language Models. After GPT-NEO, the latest one is GPT-J which has 6 billion parameters and it works on par compared to a similar size GPT-3 model. In terms of zero-short learning, performance of GPT-J is considered to be the best compared […]
GPT3 has changed the level of language models and revolutionized AI by its capacity of learning with few examples as GPT3 is a few-shot learner. However, it is not open-sourced, and access to OpenAI’s API is only available upon request. So EleutherAI is working on to create similar model to GPT3, which is named GPT-Neo. GPT-Neo is a […]
