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Browsing: models
Image by Author # Introduction In a retrieval-augmented generation (RAG) pipeline, embedding models are the foundation that makes retrieval work. Before a language model can answer…
How Amazon uses Amazon Nova models to automate operational readiness testing for new fulfillment centers
Amazon is a global ecommerce and technology company that operates a vast network of fulfillment centers to store, process, and ship products to customers worldwide. The…
How to Build a Privacy-Preserving Federated Pipeline to Fine-Tune Large Language Models with LoRA Using Flower and PEFT
!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”]…
Your LG TV is getting a big audio performance upgrade for free – including these OLED models
Kerry Wan/ZDNETFollow ZDNET: Add us as a preferred source on Google.ZDNET’s key takeawaysLG announces that select 2025 OLED TVs are compatible with Dolby Atmos FlexConnect.Other LG TVs can…
A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow
In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We…
How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models
In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how we can generate rich, realistic mock data directly from Python type…
Waymo vehicles have reportedly racked up more than 200 million miles of autonomous driving on public roads. But it’s yet to run into a tornado or…
Evaluate generative AI models with an Amazon Nova rubric-based LLM judge on Amazon SageMaker AI (Part 2)
In the post Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI, we introduced the Amazon Nova LLM-as-a-judge capability, which is a specialized…
It looks like Samsung is preparing the launch of its first Ultra-branded robot vacuum, coinciding with the quiet removal of its existing robot vacuum lineup from…
Amazon has refreshed its Fire TV lineup in the UK, with three new ranges available to buy right now. The updated Fire TV 2-Series, Fire TV…
