kirouane AyoubFrom PyTorch to Production: Optimizing DL models With TensorRTThe field of deep learning is rapidly evolving, with models becoming increasingly complex and larger in scale. While frameworks like…2h ago2h ago
kirouane AyoubinGoPenAIBuilding a Simple Question-Answering Pipeline from ScratchEver wondered how AI systems can answer your questions based on a vast collection of documents? The secret sauce is often a technique…1d ago1d ago
kirouane AyoubinGoPenAIGetting Started with Parler-TTS: Tips for Fine-Tuning and Inference 🎤🤗The Parler-TTS project is excited to announce the release of two new text-to-speech models!4d ago4d ago
kirouane AyoubinGoPenAIHands-On with Voice Cloning : Code Examples and Insights from TorToise-TTS and StyleTTS 2The field of text-to-speech (TTS) synthesis has witnessed remarkable progress in recent years, fueled by advancements in deep learning and…5d ago5d ago
kirouane AyoubinGoPenAIColPali: Efficient Document Retrieval with Vision Language ModelsRetrieval-Augmented Generation (RAG) is a sophisticated framework that combines information retrieval with natural language generation to…5d ago5d ago
kirouane AyoubinGoPenAIHybrid search in Retrieval-augmented generationRetrieval-Augmented Generation (RAG) enhances language models by combining retrieval with generation. While traditional language models…6d ago6d ago
kirouane AyoubinGoPenAILinear quantization with Hugging Face Quanto🤗In the world of deep learning, model size and inference speed are crucial factors. While larger models often offer higher accuracy, they…6d ago6d ago
kirouane AyoubinGoPenAIBuilding OpenAI-Compatible APIIn this guide, we’ll focus on creating a text generation API using Google Gemini as an example, including an optional streaming feature…6d ago6d ago
kirouane AyoubinGoPenAICompleting the Circle: Building a MambaTransformer from ScratchAsalam Alaikom Brothers and Sisters 👋Jul 29Jul 29
kirouane AyoubinGoPenAIBuilding a Custom Mixture of Experts Model for our Darija: From Tokenization to Text GenerationLets Build MOE model From scratch .Jul 25Jul 25
