LightOn Pulse #1 Every Friday at LightOn, our demomeeting is a special moment where we share the latest advancements of our flagship product, Paradigm. Let'sopen the doors of this meeting to give you an exclusive look... Jul 21, 2024 LightOn's blog
Training Mamba Models on AMD MI250/MI250X GPUs with Custom Kernels TL;DR As the hardware landscape is becoming less homogenous and the access to GPU more intricate, what about making LLM training hardware-agnostic ? Training models on AMD hardware is becoming increas... GPU Mamba R&D hardware Jul 19, 2024 LightOn's blog
LightOn delivers an Artificial Intelligence solution with support from Hewlett Packard Enterprise Paris, July 17, 2024 - LightOn, a French deeptech company specializing in generative AI for enterprises, Today announced that it is collaborating with Hewlett Packard Enterprise (HPE) to develop a joi... Generative AI Paradigm hardware Jul 17, 2024 LightOn's blog
Transforming LLMs into Agents for Enterprise Automation In just a few months since the rise of transformer-based models, Large Language Models have demonstrated their stunning ability to engage in human-like conversations, revolutionizing business producti... Agents Generative AI Jun 25, 2024 LightOn's blog
Passing the Torch: Training a Mamba Model for Smooth Handover TL;DR We experiment with the Warmup-Stable-Decay (WSD) learning rate scheduler and a novel positional weighting of the loss for language model pre-training; We find that WSD outperforms the cosine sch... research technical Apr 10, 2024 LightOn's blog
LightOn AI Meetup Creating a Large Dataset for Pretraining LLMs This summary presents the key takeaways from a video featuring Guilherme Penedo from Hugging Face, discussing various aspects of training large language models (LLMs) and utilizing them effectively. L... Mar 22, 2024 LightOn's blog
Partnership LightOn & Orange Business Orange Business and LightOn launched a new offer for end-to-end and trusted generative AI projects in France. This strategic partnership between Orange Business, LightOn, and HPE, a leader in hybrid c... Mar 19, 2024 LightOn's blog
Elevating Enterprise AI: Paradigm and Key Insights The World AI Cannes Festival (WAICF) 2024 offered the ideal setting for LightOn to present Paradigm , a cutting-edge Generation AI (GenAI) software platform tailored for the enterprise sector. This un... Feb 15, 2024 LightOn's blog
The Magic of Tokens in Generative AI: A Deep Dive Token : It's a term that floats around the realm of Generative AI, often leaving many scratching their heads. Far from the realm of cryptocurrency or reward systems, in the world of Artificial Intelli... Dec 11, 2023
Turning Up the Heat: The Role of Temperature in Generative AI In the culinary world, temperature can be the difference between a perfectly seared steak and a charred piece of meat. Similarly, in the realm of Generative AI, there's a kind of "temperature" that de... Dec 11, 2023
The Powerhouse Behind Artificial Intelligence: Why GPUs Are Essential for Large Language Models Brace yourselves as we journey through the bustling world of Artificial Intelligence and uncover the magic behind one of its key components - the GPU. Once upon a time, in a digital world not so far a... Dec 11, 2023
Fine-tuning vs. Efficient Fine-tuning: A Business Lens on AI Optimization with LightOn's Solutions In today's competitive business landscape, leveraging AI effectively can be a game-changer. But how do you tailor AI models to your unique needs efficiently and cost-effectively? Dive into the realms ... Dec 11, 2023