DeltaWave

- New mapping released about #HealthTech - We’re excited to share our analysis of the European sector as a generalist fund that has been investing in the sector (hi Callyope Via Sana SOPHiA GENETICS Withings 👋 ).  👏 Kudos to Jeanne Fritsch and Clara Cornu for this work! ⏩ If you’re building something in this exciting space, we’d love to know more about it, ping Noé Robert We’ve chosen to cover Europe in general in this mapping, with a strong emphasis on the French startup ecosystem and mentioning some US tech giants that couldn’t be ignored. Here is how we structured things: 1️⃣ Tech has greatly enhanced #patient access to superior solutions and treatments. Through telemedicine, mobile health apps, and wearable devices, patients now have unprecedented access to personalized care, remote consultations, and real-time health monitoring, improving both the quality and accessibility of healthcare services. 2️⃣ Technology is also empowering #caregivers by equipping them with advanced tools that enable quicker and more informed decision-making**. Electronic Health Records (EHRs), AI-driven diagnostic tools, and copilot systems streamline administrative tasks, reduce errors, and facilitate data-driven clinical decisions - thus improving overall efficiency and patient outcomes. 3️⃣ Lastly, from a #R&D perspective, technology has revolutionized data processing and analysis. Big data analytics, machine learning algorithms, and cloud computing have accelerated the discovery of new medications and treatment methodologies. These technologies enable the structuring of vast datasets in ways that make them more accessible and readable, thereby fostering innovation and expediting the development of cutting-edge medical solutions.

💭[Déjà 1 mois – #ParisSaclay SPRING event]💭 Il y a un mois, nous étions tous réunis pour promouvoir l’écosystème #deeptech de #ParisSaclay lors de l’événement Paris Saclay SPRING !🚀 La French Tech Paris-Saclay a été ravie de coorganiser cet événement avec l’Établissement public d'aménagement Paris-Saclay !🫱🏻🫲🏻 👀 Récap des temps forts du SPRING 50 : 🎤Le concours de pitch de 25 start-up autour de 5 thématiques : #CleanTech #HealthBiotech #FoodTech #Industryservices #DigitalTech. 🛋️Le French Tech Lounge avec des interventions et tables rondes autour de divers sujets. ✨Les villages d’innovations avec les stands des 50 start-up les plus prometteuses de l’année. 🗣️Les rendez-vous B2B entre tous les acteurs de l’écosystème. Un grand merci à toutes les personnes qui nous ont rendu visite sur notre French Tech Lounge et sur notre stand ! Nous félicitons l’ensemble de nos start-up adhérentes de s’être prêtées à l’exercice du pitch, mention spéciale aux start-up vainqueurs ayant remporté un prix.😉 Nous espérons vous voir nombreux l’année prochaine. Ensemble, continuons de promouvoir l’écosystème #deeptech de #ParisSaclay🚀 Puisqu’une image vaut mieux que mille mots, replongez-vous dans les moments forts du Paris-Saclay SPRING 2024 ! Après le #ParisSaclay SPRING 2024 place à notre SUMMER EVENT édition BBQ à La Ferme 👉🏻https://lnkd.in/eRZy7wDu Frédéric DEVAIVRE Aymar Prigent Jeremy HERVE Héloïse SIMONSON SQY - Communauté d'agglomération de Saint-Quentin-en-Yvelines Versailles Grand Parc Chambre de commerce et d’industrie de région Paris Ile-de-France École Polytechnique Université Paris-Saclay Start in Saclay Réseau Entreprendre® Yvelines Région Île-de-France Préfecture des Yvelines CCI Essonne CCI Versailles-Yvelines Réseau Entreprendre Essonne

🌟 Exciting News from DeltaWave ! 🌟 This weekend, DeltaWave's tech team participated in the 24-hour hackathon at STATION F in Paris, hosted by Mistral AI and Cerebral Valley. Proud to say, we were finalists! I’ve written a detailed Medium article and shared our code on GitHub to explain our process and results. 🔗 Check out the full article on: Medium: https://lnkd.in/dW_hZsYt GitHub: https://lnkd.in/dF-ki-Tz Our challenge was to fine-tune the newly released Mistral-7b-v0.3 on Mol-Instructions and create function calling chemistry domain to fine-tune Mistral-7b-Instruct-v0.3 to use it as ChemCrow LLM For context, Mol-Instructions is a comprehensive dataset designed for the biomolecular domain, encompassing molecule-oriented, protein-oriented, and biomolecular text instructions. ChemCrow, on the other hand, is an advanced chemistry agent designed to perform tasks across organic synthesis, drug discovery, and materials design. It integrates 18 expert-designed tools and uses the REaCT prompting technique to enhance LLM performance. While ChemCrow typically relies on a GPT-4 backbone, we aimed to integrate the open-source Mistral LLM to address data privacy concerns and enhance utility. We noticed that Mistral-7b-Instruct-v0.3 struggled particularly with function calling in the chemistry domain, especially when using ChemCrow's 18 tools. To overcome this, we created a fine-tuning dataset using GPT-4 and self-reflection techniques. This was a challenging yet rewarding process, all accomplished within a tight 24-hour timeframe. In the Medium tutorial, I showcase how to integrate the newly released Mistral-7b-Instruct-v0.3 with LangChain, allowing seamless transition for those who have already developed applications with LangChain. Additionally, I provide a detailed guide on creating an expert function-calling dataset using GPT-4. This method can be adapted for various domains where GPT-4 excels at function calling, enabling it to work effectively with the open-source Mistral-7b-Instruct-v0.3. For agents using more than 8-10 tools, I suggest either using larger models like Mistral Large or training different Mistral-7b models on their specific tools and implementing a router to direct each request to the appropriate model. Mol-Instructions and ChemCrow are now integrated into the DeltaWave platform, enhancing our capabilities to best assist chemists, bioinformaticians, and researchers in their drug discovery journey. A huge thank you to Mistral, Cerebral Valley, and Station F for hosting this incredible event. Paris is rapidly becoming a hub for tech talent, and we're excited to be part of this vibrant community. #AI #MachineLearning #Chemistry #Hackathon #DeltaWave #Mistral #Innovation #DrugDiscovery