From hallucinations to hardware: Lessons from a real-world computer vision project gone sideways
What we tried, what didn’t work and how a combination of approaches eventually helped us build a reliable computer vision model.Read More
OpenAI Loses 4 Key Researchers to Meta
Mark Zuckerberg has been working to poach talent from rival labs for his new superintelligence team.
Inpainting style edits from prompt ONLY with the fp8 quant of Kontext, this is mindblowing in how simple it is
submitted by /u/OrangeFluffyCatLover [link] [comments]
Evaluating Long Range Dependency Handling in Code Generation LLMs
As language models support larger and larger context sizes, evaluating their ability to make effective use of that context becomes increasingly important. We analyze the ability of several code generation models to handle long range dependencies using a suite of multi-step key retrieval tasks in context windows up to 8k tokens in length. The tasks …
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AWS costs estimation using Amazon Q CLI and AWS Cost Analysis MCP
Managing and optimizing AWS infrastructure costs is a critical challenge for organizations of all sizes. Traditional cost analysis approaches often involve the following: Complex spreadsheets – Creating and maintaining detailed cost models, which requires significant effort Multiple tools – Switching between the AWS Pricing Calculator, AWS Cost Explorer, and third-party tools Specialized knowledge – Understanding …
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CTGT wins Best Presentation Style award at VB Transform 2025
San Francisco-based CTGT, a startup focused on making AI more trustworthy through feature-level model customization, won the Best Presentation Style award at VB Transform 2025 in San Francisco. Founded by 23-year-old Cyril Gorlla, the company showcased how its technology helps enterprises overcome AI trust barriers by directly modifying model featu…Read More
The 28 Best Deals From REI’s July 4 Outdoor Gear Sale (2025)
Whether you need a tent, sleeping pad, rain jacket, or new pack, REI’s Independence Day sale has something for everyone.
Flux Kontext Dev is pretty good. Generated completely locally on ComfyUI.
You can find the workflow by scrolling down on this page: https://comfyanonymous.github.io/ComfyUI_examples/flux/ submitted by /u/comfyanonymous [link] [comments]
7 AI Agent Frameworks for Machine Learning Workflows in 2025
Machine learning practitioners spend countless hours on repetitive tasks: monitoring model performance, retraining pipelines, data quality checks, and experiment tracking.
A Gentle Introduction to Attention Masking in Transformer Models
This post is divided into four parts; they are: • Why Attention Masking is Needed • Implementation of Attention Masks • Mask Creation • Using PyTorch’s Built-in Attention In the