Tips & Best Practices [2025]
6 Mins read
With ~60% of Google searches in 2024 resulting in zero clicks, users are getting used to receiving answers without going to sources….
LLM-as-a-judge on Amazon Bedrock Model Evaluation
13 Mins read
The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to…
Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI
17 Mins read
This blog post is co-written with Moran beladev, Manos Stergiadis, and Ilya Gusev from Booking.com. Large language models (LLMs) have revolutionized the…
Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock
16 Mins read
There’s a growing demand from customers to incorporate generative AI into their businesses. Many use cases involve using pre-trained large language models…
Convergence Labs Introduces the Large Memory Model (LM2): A Memory-Augmented Transformer Architecture Designed to Address Long Context Reasoning Challenges
3 Mins read
Transformer-based models have significantly advanced natural language processing (NLP), excelling in various tasks. However, they struggle with reasoning over long contexts, multi-step…
From concept to reality: Navigating the Journey of RAG from proof of concept to production
9 Mins read
Generative AI has emerged as a transformative force, captivating industries with its potential to create, innovate, and solve complex problems. However, the…
Meta AI Introduces PARTNR: A Research Framework Supporting Seamless Human-Robot Collaboration in Multi-Agent Tasks
3 Mins read
Human-robot collaboration focuses on developing intelligent systems working alongside humans in dynamic environments. Researchers aim to build robots capable of understanding and…
Private Federated Learning In Real World Application – A Case Study
1 Mins read
Federated learning with differential privacy, i.e. private federated learning (PFL), makes it possible to train models on private data distributed across users’…
Harnessing cloud and AI to power a sustainable future
1 Mins read
Data from a poll conducted by MIT Technology Review Insights in 2024 suggests growing momentum for this dynamic duo: 38% of executives…
Findings of the IWSLT 2024 Evaluation Campaign
1 Mins read
This paper reports on the shared tasks organized by the 21st IWSLT Conference. The shared tasks address 7 scientific challenges in spoken…