Chatbot-Entrepriseforchatbot-entreprisechatbot-entreprise.fr·Aug 20, 2024Optimisation des Modèles IA 📈 : Techniques d'Apprentissage Efficaces pour des Résultats ConcretsLes techniques d'apprentissage efficace permettent d'adapter rapidement et économiquement les grands modèles de langage (LLMs) à des tâches spécifiques. Grâce à des approches comme LoRA, qLoRA et PEFT, il est possible de personnaliser ces modèles san...IA efficace
RJ Honickylearning-exhaust.hashnode.dev·Aug 11, 2024Is it the model or the data that's low rank?I mentioned this little bit of analysis that I recently did during the Latent Space Paper Club, and got a lot of positive feedback, so I did a quick writeup. The recently released Apple Intelligence Foundation Language Models paper has spark a lot of...1 like·97 readsquantization
Maximilienkpizmax.hashnode.dev·Oct 14, 2023Parameter Efficient FineTuning In Action: Finetuning LLMs Using PEFT & LoRA For Causal Language Modeling TaskHands-on Code Generation Implementation using Codegen pre-trained model- Parameter Efficient Fine-Tuning — LoRA - CausalLM Introduction In our ever-evolving AI landscape, the excitement around Language Models is palpable. Yet, as models grow in size,...33 readsLoRA
