Yotam Perlitz 👾 @yotamperlitz
Research Scientist at @ibmresearch, Practicing #NLProc, #RL. Opinions are my own. perlitz.github.io Joined January 2015-
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What a GEM!
Yotam Perlitz 👾 retweeted
A big thank you to the Unitxt team, collaborators, and our community for an incredible 2024! Together, we pushed boundaries in AI evaluation and set new standards for the field. Read our End-of-Year Summary here: unitxt.ai/en/latest/blog… #unitxt #llmevaluation
Yotam Perlitz 👾 retweeted
Another cool benchmarking paper published yesterday. In "JuStRank: Benchmarking LLM Judges for System Ranking", researchers from @IBMResearch introduced JuStRank, the first large-scale benchmark for evaluating LLM judges for ranking target systems: arxiv.org/abs/2412.09569
Yotam Perlitz 👾 retweeted
Prompting LMs is not enough to quantify their linguistic competence! Meet the Holmes🔎 benchmark at #EMNLP2024 #TACL or 👉🧵 💠Meta-study of current literature 💠Coverage of LMs and phenomena 💠Analysis of LM size, architecture, and instruction tuning holmes-benchmark.github.io
Yotam Perlitz 👾 retweeted
RAG Developer Attention! 🔔 Docling is a new library from @IBM that efficiently parses PDF, DOCX, and PPTX and exports them to Markdown and JSON. It supports advanced PDF understanding and seamless integration with @llama_index and @LangChainAI. TL;DR: 🗂️ Parses numerous…
Yotam Perlitz 👾 retweeted
Can lowercase really make or break an AI’s answer? 🤔 And what happens when an LLM ‘sees’ old TV-style white noise? 📺 We put these quirks to the test using Unitxt, showcasing the powerful, flexible testing it enables. Read on: unitxt.ai/en/latest/blog… #AI #MachineLearning #LLM
Yotam Perlitz 👾 retweeted
Scaling laws predict🦣large models by training🦟small ones, cool right? Fortunately, they are not that complicated or costly at least they don't have to be We have collected 400+ models fitted 1000+ scaling laws and created 1 guide for cheap & more reliable scaling law fitting:
Yotam Perlitz 👾 retweeted
It's been a great collaboration journey with my wonderful co-authors: @AndreasWaldis, @yotamperlitz @LChoshen, and @IGurevych. Please check it out and let us know if you'd like to see any additional functions or analyses added to the benchmark.
Get your benchmark game on: huggingface.co/spaces/ibm/ben…
Get your benchmark game on: huggingface.co/spaces/ibm/ben… https://t.co/5Y7QUz0Ype
Yotam Perlitz 👾 retweeted
1/ Into Image Captioning? Don’t miss this! Struggling to keep up with the influx of new metrics but still see the same 5 (BLEU, METEOR, ROUGE, CIDEr, SPICE) leading? Read our recent Captioning evaluation survey! arxiv.org/abs/2408.04909 w\ @GabiStanovsky @AbendOmri @leafrermann >
Me trying to choose the right LLM benchmark without BenchBench: x.com/yotamperlitz/s…
Me trying to choose the right LLM benchmark without BenchBench: x.com/yotamperlitz/s… https://t.co/DQEttklUGQ
Shoutout to @streamlit, our framework of choice! Shoutout to @huggingface for hosting our space 🤗
Shoutout to @streamlit, our framework of choice! Shoutout to @huggingface for hosting our space 🤗
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