Soul AI

What happens when you bring together some of the brightest ML and tech minds for a 36-hour hackathon? You get ideas that make you rethink what’s possible. As one of the main sponsors of the ACM-IEM : Diversion Hackathon, we had the chance to witness some incredible innovation firsthand. The energy, problem-solving skills, and out-of-the-box thinking we saw were nothing short of inspiring. Let’s just say—we came for the hackathon, but we left with a whole new appreciation for the elite talent here! 🚀 A huge shoutout to everyone who participated—you didn’t just build projects, you built momentum. Stay tuned and follow us for more! #SoulAI #Diversion2K25 #AIInnovation #Hackathon #ML #FutureOfAI #AI

Thrilled to have conducted three back-to-back Learning & Development workshops at Christ University, Bangalore on Thursday, with over 600+ enthusiastic participants joining us! It was a fantastic opportunity to share insights, foster growth, and connect with bright minds eager to learn and evolve. ❤️ A special congratulations to the standout performers from the sessions: Sahil Yadav Anjali Odayoth Bhavika Sundar Evangeline Praisy Amana Susan Saji kingchum zongbu lepcha Shreya R Your enthusiasm and commitment truly set you apart. A huge thank you to the Christ University for inviting the Soul AI team, and for their warm hospitality—and, of course, the thoughtful token of appreciation! 🙏 Here’s to the next generation of AI enthusiasts and community builders. 🚀  #ArtificialIntellegence #ProfessionalDevelopment #Learninganddevelopment #ChristUniversity #SoulAI #LearningJourney

Soul AI is thrilled to announce that we will be visiting Christ University on 10th October to conduct an exclusive workshop: "Mastering AI Skills 101". 🚀 This is a great opportunity for all AI enthusiasts, tech aficionados, and students eager to dive deeper into the world of Artificial Intelligence. Whether you're just starting or looking to refine your AI skills, this workshop is designed to provide valuable insights and hands-on learning. 👉 When: 10th October 👉 Where: Christ University Campus 👉 What: AI Skill Mastery, Networking, and more! If you're passionate about AI or simply curious to learn more, we’d love to see you there. Let’s connect, learn, and grow together! 🌟 Christ University, Bangalore Saksham Choudhary Vedank Bhatnagar Muskan Gupta #artificialintelligence #innovation #technology #christuniversity #SoulAI #AI

At Soul AI, we're passionate about making AI knowledge accessible to everyone. As the industry continues to grow, understanding the nuances of AI and effective prompt writing is crucial. Our workshops are designed to provide a comprehensive introduction to the AI landscape, focusing on how to leverage prompting techniques effectively. The AI & Prompting 101 workshop is a two-day program focused on deepening participants' understanding of Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF). It covers the essentials of Generative AI, Model Training, and advanced Prompting techniques, providing a comprehensive view necessary for working with Large Language Models (LLMs). Participants learn to develop complex prompts and create high-quality RLHF and SFT datasets, essential for fine-tuning LLMs. The workshop includes extensive hands-on experience, enabling attendees to apply advanced techniques in AI model manipulation, with a focus on precision in prompt engineering and detailed model fine-tuning. #prompting #artificialintelligence #datascience #AI #innovation #workshop

"Prompt engineering is the art of communicating with a generative large language model." Here at Soul AI we believe in learning while working, and upskilling ourselves constantly. 🚀 This is a very concise list of Prompt Engineering principles that will guide you to be more precise with your prompts. Reference: Paper written by Sondos Mahmoud Bsharat, Zhiqiang Shen and Aidar Myrzakhan Article: https://lnkd.in/e4KxQ5F6

🚨🚀 We’re excited to unveil our contribution to open-source SLMs for the insurance sector. ✨ Presenting "phi-2-insurance_qa-sft-lora"! A 2.7B parameter, first of its kind SLM, capable of answering various queries around insurance in the American context. At Soul AI, we’ve helped ship Foundation LLMs for enterprises using RLHF. This release showcases our broader capabilities and reinforces our firm belief in pushing the frontiers of technical LLMs with the help of high quality expert data. 🦾 As the name suggests, the model is based on Microsoft's Phi-2, fine-tuned using the LoRA paradigm. 📊 Focused on Q&A in insurance, it taps into the depth of the InsuranceQA dataset, comprising 27.96K expert-curated QA pairs. The choice of the dataset enables the model to understand real-world queries, and reduces hallucinations. 🤖 We’re committed to open-sourced AI and are releasing the model under the MIT license. It is free for exploration, modification, and integration. We humbly invite the AI community to engage and collaborate with us on our open-source journey! 🔜 Next up? We’ll be bringing more interesting research, insights, models and datasets to your timelines! Assets: (A) Find the model collection at https://lnkd.in/g2r2V9hd. We provide merged weights in (1) safetensors, and (2) gguf formats. (B) Find the dataset in a readable `jsonl` format at https://lnkd.in/g7asWnRT. Citations: [1] Hu, Edward J., et al. "Lora: Low-rank adaptation of large language models." arXiv preprint arXiv:2106.09685 (2021). [2] Feng, Minwei, et al. "Applying deep learning to answer selection: A study and an open task." 2015 IEEE workshop on automatic speech recognition and understanding (ASRU). IEEE, 2015. [3] Mojan Javaheripi, Sébastien Bubeck. "Phi-2: The surprising power of small language models" (https://lnkd.in/gW7B-xMY) #LLM #Phi2 #SFT #RLHF #GenAI #OpenSourceAI #OSS #LoRA #FineTune #NLP #AI #SLM

🚨🚀 We’re excited to unveil our contribution to open-source SLMs for the insurance sector. ✨ Presenting "phi-2-insurance_qa-sft-lora"! A 2.7B parameter, first of its kind SLM, capable of answering various queries around insurance in the American context. At Soul AI, we’ve helped ship Foundation LLMs for enterprises using RLHF. This release showcases our broader capabilities and reinforces our firm belief in pushing the frontiers of technical LLMs with the help of high quality expert data. 🦾 As the name suggests, the model is based on Microsoft's Phi-2, fine-tuned using the LoRA paradigm. 📊 Focused on Q&A in insurance, it taps into the depth of the InsuranceQA dataset, comprising 27.96K expert-curated QA pairs. The choice of the dataset enables the model to understand real-world queries, and reduces hallucinations. 🤖 We’re committed to open-sourced AI and are releasing the model under the MIT license. It is free for exploration, modification, and integration. We humbly invite the AI community to engage and collaborate with us on our open-source journey! 🔜 Next up? We’ll be bringing more interesting research, insights, models and datasets to your timelines! Assets: (A) Find the model collection at https://lnkd.in/g2r2V9hd. We provide merged weights in (1) safetensors, and (2) gguf formats. (B) Find the dataset in a readable `jsonl` format at https://lnkd.in/g7asWnRT. Citations: [1] Hu, Edward J., et al. "Lora: Low-rank adaptation of large language models." arXiv preprint arXiv:2106.09685 (2021). [2] Feng, Minwei, et al. "Applying deep learning to answer selection: A study and an open task." 2015 IEEE workshop on automatic speech recognition and understanding (ASRU). IEEE, 2015. [3] Mojan Javaheripi, Sébastien Bubeck. "Phi-2: The surprising power of small language models" (https://lnkd.in/gW7B-xMY) #LLM #Phi2 #SFT #RLHF #GenAI #OpenSourceAI #OSS #LoRA #FineTune #NLP #AI #SLM

We recently visited IIT Hyderabad for a student connect. In a very engaging session, we discussed how GenAI will shape the careers of GenZ. As AI becomes increasingly talented, the workforce of the coming generations will have to learn to operate in a world filled with promise but also with VUCA (Volatility | Uncertainty | Complexity | Ambiguity). As a part of our mission, we intend to reach every Indian student and help them improve their domain skills while training them to be better at prompt engineering. Onwards! 🚀 Special mention to Malaaika Chhaya and Gaurav kumar Singh for helping with the smooth execution of this session. Office of Career Services, IIT Hyderabad #genai #rlhf #genz #campusvisit #vuca #promptengineering