French AI startup Mistral has released a pair of new speech-to-text models that aim to set new standards for speed, privacy, and affordability. Paris based seller Voxtral Mini Transcribe V2 …
Tag:
Models
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Generative AI
How to build a privacy-preserving federated pipeline to fine-tune large language models with LoRA using Flowers and PyFT
!pip -q install -U “protobuf<5” “flwr(simulation)” transformers peft accelerate datasets sentencepiece import torch if torch.cuda.is_available(): !pip -q install -U bitsandbytes import os os.environ(“RAY_DISABLE_USAGE_STATS”) = “1” os.environ(“TOKENIZERS_PARALLELISM”) = “false” import math …
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Generative AI
A coding implementation to set up rigorous accelerated versioning and regression testing workflows for large language models using MLflow
In this tutorial, we show how we treat signals as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline …
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AI Tools
How to design a production-grade mock data pipeline using PolyFactory with DataClass, Pydantic, Atters, and nested models
In this tutorial, we will go through an advanced, end-to-end exploration multifunctionalFocusing on how we can generate rich, realistic simulated data directly from Python type signals. We start by setting …
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AI Tools
Beyond Vision Language Action (VLA) models: Moving toward agentic skills for zero-error physical AI.
Author(s): telekinesis ai Originally published on Towards AI. Vision Language Action (VLA) models are the hottest topic in physical AI right now. If you’re in the field of robotics or …
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future of sequential attention As the increasing integration of AI models into science, engineering, and business makes model efficiency more relevant than ever, model structure optimization is critical to creating …
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Image by author # Introduction AI image editing has advanced rapidly. Tools like ChatGPT and Gemini have shown how powerful AI can be for creative tasks, leading many to wonder …
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4 February 2026 4 read minutes Add us on GoogleAdd SciAm ‘Baby cluster’ of galaxies could challenge cosmic models Dating only a billion years after the Big Bang, JADES-ID1 may …