Benchmarking LLM social skills with an elimination game

Benchmarking LLM social skills with an elimination game
@mariejulien À mon avis tu n'as pas encore trouvé ton PMF (Pouët/Market Fit).
Unveiling the Truth: Document AI Benchmarking and Performance Insights
In a landscape saturated with claims of accuracy, a recent benchmark study sheds light on the realities of document AI performance. By evaluating different AI pipelines using the CUAD dataset, the fin...
https://news.lavx.hu/article/unveiling-the-truth-document-ai-benchmarking-and-performance-insights
C++Now 2025 SESSION ANNOUNCEMENT: Explore microbenchmark With beman.inplace_vector by River Wu
https://schedule.cppnow.org/session/2025/explore-microbenchmark-with-beman-inplace_vector/
Register now at https://cppnow.org/registration/
In this video, Ollama vs. LM Studio (GGUF), showing that their performance is quite similar, with LM Studio’s tok/sec output used for consistent benchmarking.
What’s even more impressive? The Mac Studio M3 Ultra pulls under 200W during inference with the Q4 671B R1 model. That’s quite amazing for such performance!
A Microbenchmark Framework for Performance Evaluation of OpenMP Target Offloading
UK based #HPC benchmarking role at Microsoft
Requires real experience with hands on HPC #benchmarking - porting, compiling, tuning, performance analysis etc. of scientific codes on HPC systems
Evaluating the Performance of the DeepSeek Model in Confidential Computing Environment
Benchmarking Made Easy: A Deep Dive into Go and Python Performance Testing
Benchmarking is crucial for software performance, and both Go and Python offer powerful tools for developers. This article explores how to effectively implement benchmarking in both languages, highlig...
Olga Pearce from LLNL giving a talk on #benchmarking for #HPC at #MW25NZ
Proposing a specification for running HPC benchmarks - benchpark - to help automation, reuse, reproducibility, tracking, etc.
The rabbithole investigation of Nautilus' very slow cold-disk-cache folders loading performance continued this week end.
Latest findings here: https://gitlab.gnome.org/GNOME/nautilus/-/issues/3374#note_2345406
Surely someone's looked into this: if I wanted to store millions or billions of files on a filesystem, I wouldn't store them in one single subdirectory / folder. I'd split them up into nested folders, so each folder held, say, 100 or 1000 or n files or folders. What's the optimum n for filesystems, for performance or space?
I've idly pondered how to experimentally gather some crude statistics, but it feels like I'm just forgetting to search some obvious keywords.
#BillionFileFS #linux #filesystems #optimization #benchmarking
Thesis: Modernization and Optimization of MPI Codes
Our benchmarking tool got a new release, ReBench 1.3
Important changes:
- better support for environment variables
- more predictable handling of build commands
- support for machine-specific settings
- tool to reduce measurement noise is more robust
Join the conversation and optimize your projects!
#VisualStudio #Benchmarking #PerformanceOptimization
This thread was auto-generated from the original post, which can be found here: https://devblogs.microsoft.com/visualstudio/benchmarking-with-visual-studio-profiler/.
New blogpost!
Benchmarking - an appropriate method for evaluating research units? Thed van Leeuwen and Frank van Vree explore possibilities and caveats, particularly in the context of the Dutch Strategy Evaluation Protocol (SEP).
You can read the bi-lingual post here:
𝘌𝘕𝘎 https://www.leidenmadtrics.nl/articles/benchmarking-in-research-evaluations-we-can-do-without-it
𝘕𝘓 https://www.leidenmadtrics.nl/articles/benchmarking-bij-onderzoeksevaluaties-we-kunnen-zonder
**#benchmarking** **#ResearchEvaluation**
Evaluating LLMs: Moving Beyond Intuition in AI Development
As AI models proliferate, developers grapple with how to evaluate the effectiveness of large language models (LLMs) like GPT-4o. This article delves into the challenges of benchmarking LLMs and offers...
https://news.lavx.hu/article/evaluating-llms-moving-beyond-intuition-in-ai-development
ZDNet: ‘Humanity’s Last Exam’ benchmark is stumping top AI models – can you do any better?. “On Thursday, Scale AI and the Center for AI Safety (CAIS) released Humanity’s Last Exam (HLE), a new academic benchmark aiming to ‘test the limits of AI knowledge at the frontiers of human expertise,’ Scale AI said in a release. The test consists of 3,000 text and multi-modal questions on more than […]
5 of these methods can leverage multithreaded (MT) #BLAS with a sweet spot ~ 6 threads for the 40% of the time spent in MT regions. E5-2697 has 36/72 (physical/logical) cores, so the avg case scenario is one in which 0.4x3x6 cores +2 (serial methods) tie up ~ 9.2 cores ~13% of the 72 logical cores. So far the back of envelope calculation, i.e. if I run 5 out of the 2100 design points in parallel, I will stay within 15% of resource use is holding rather well! #benchmarking #hpc #rstats