Sanyam Bhutani discussed the building blocks of LLMs, including the foundation of next token prediction, fine-tuning with instruction fine-tuning, aligning the model to humans through RLHF (Reinforcement Learning from Human Feedback), leveraging your own data with databases.#TPF
My learnings from the last session of the GenAI Rush cohort! π
The final session,"State of LLM Research and How to create your own GPT," was conducted by Sanyam Bhutani, Senior Data Scientist at H20,It was a captivating session that shed light on various aspects of Generative AI
During the session, we delved into the limitations of lexical search,such as spelling variations.Nils Reimers introduced us to semantic search, where words have relationships and are not treated as isolated symbols. It was amazing to see how semantic search addresses these issues
Sharing my insights from the seventh session of the GenAI Rush cohort! π
The session, "Connecting LLMs to data via Semantic Search," was led by Nils Reimers, Director of ML at Cohere.
#LearnWithTPF
Highlights
->Conversational interfaces are the future, where users can interact with machines more naturally.
->Examples of apps like Dunzo, Swiggy, and Uber show how instructions have transformed into conversations.
I'm excited to share what I learned from the Fifth session of the GenAI Rush cohort! π.
The founder of Workhack, Akshat Tyagi was the main speaker, sharing insights about conversational interfaces and generative AI. #LearnWithTPF
π§ LlamaIndex connects LLMs with external data sources.
π Efficiently handles large datasets and long contexts.
πΌ Useful in meeting summaries, HR systems, legal cases, and dev tools. #LearnWithTPF
I'm excited to share what I learned from the Fifth session of the GenAI Rush cohort! π.
Highlights
LlamaIndex acts as a bridge between LLMs and external data sources (e.g., PDFs, images, Slack channels, SQL databases, etc)
The framework enables querying and summarizing vast data
Surbhi invited David, who leads developer relations, to demonstrate Hands-On workshops showcasing the use cases and potential of generative AI. These workshops aimed to connect existing AI capabilities with new generative AI solutions.#LearnWithTPF
Sahana introduced various techniques, such as additive prompting, to enhance the quality and accuracy of images in Midjourney. Using specific prompts can greatly improve the multimedia outputs, which was fascinating to learn. #LearnWithTPF
β¨ I'm excited to share what I learned from the third session of the GenAI Rush cohort! π.
The session was called "Advanced GenAI for Multimedia" and was led by Ashray Malhotra, CEO and Founder of https://t.co/BlVLpwFI6R, along with Sahana Nayak. It was a really good session.
Ashray emphasized the significance of providing effective prompts for text-to-text models. Crafting prompts in a precise manner can lead to accurate and high-quality results, which can significantly impact the performance of these models.
Highlights
GANs can be used for text-to-image synthesis, data augmentation, and creative image generation.
Transformers, such as GPT models, can understand context in long text sequences.
Examples and Tools Demonstrated
Manga GAN:A GAN used to create new characters by using manga
Today I am sharing my experience of the second session of GenAI Rush Cohort. This time, we had the privilege of learning from Paul Finney, the founder of Spacekayak.
Particularly LLM models, explaining their development stages, like Pre-Training, Supervised Fine-tuning, Reward Modeling, and Reinforcement Learning.
A significant lesson from the session was recognizing the limitations of GPT models and the broader LLM ecosystem. #LearnWithTPF
Enthusiastic to share my Day 1 experience with the TPF GenAI Rush cohort! π Under the guidance of Sudalai Rajkumar, Head of AI & ML at Growfin and a quadruple Kaggle Grandmaster, we explored the evolution of AI and GenAI concepts. Sudalai Rajkumar delved into NLP models.
Generative AI is the #1 skill for 2023 and you cannot ignore it!
@NexusVP x @TheProductfolks presents
π GenAI Rush: A Generative AI Cohort-Based Course and Buildathon π
Get FREE access:
1. RT + Comment βChatGPTβ ππ¬
2. Register belowπ
#AIwithTPF
https://t.co/urPK6vxfnP