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... 21 juil. 2024 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 19 juil. 2024 Blog
LightOn propose une solution d'intelligence artificielle avec le soutien de Hewlett Packard Enterprise Paris, le 17 juillet 2024 - LightOn, deeptech française spécialisée dans l’IA générative dédiée aux entreprises, annonce aujourd'hui collaborer avec Hewlett Packard Entreprise (HPE), pour développer u... Generative AI Paradigm hardware 17 juil. 2024 Blog
Comment transformer les LLMs en Agents Intelligents ? En quelques mois seulement depuis l'émergence des modèles basés sur les transformateurs, les grands modèles de langage (LLMs) ont démontré leur capacité étonnante à engager des conversations semblable... Agents Generative AI 25 juin 2024 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 10 avr. 2024 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... 22 mars 2024 Blog
Partenariat LightOn & Orange Business Orange Business et LightOn ont lancé une nouvelle offre pour des projets d'IA générative de bout en bout et de confiance. Ce partenariat stratégique entre Orange Business, LightOn et HPE, leader dans ... 19 mars 2024 Blog
Améliorer l'IA d'entreprise : Paradigme et idées clés Le Festival mondial de l'IA de Cannes (WAICF) 2024 a offert le cadre idéal à LightOn pour présenter Paradigm, une plateforme logicielle d'IA de génération (GenAI) de pointe adaptée au ... 15 févr. 2024 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... 11 déc. 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... 11 déc. 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... 11 déc. 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 ... 11 déc. 2023