Salesforce AI Dominates HuggingFace Benchmark, CS-Bench Evaluates LLMs in Computer Science

Simply AI

Salesforce AI unveils SFR-Embedding-v2, reclaiming the top spot on the HuggingFace MTEB benchmark. CS-Bench introduces a bilingual benchmark for evaluating LLMs in computer science. Plus, mitigating memorization in language models with the goldfish loss approach. Also, Anthropic AI releases Claude 3.5, surpassing GPT-4o on multiple benchmarks.
Sources:
https://www.marktechpost.com/2024/06/20/salesforce-ai-unveils-sfr-embedding-v2-reclaiming-top-spot-on-huggingface-mteb-benchmark-with-advanced-multitasking-and-enhanced-performance-in-ai/
https://www.marktechpost.com/2024/06/20/cs-bench-a-bilingual-chinese-english-benchmark-dedicated-to-evaluating-the-performance-of-llms-in-computer-science/
https://www.marktechpost.com/2024/06/20/mitigating-memorization-in-language-models-the-goldfish-loss-approach/
https://www.marktechpost.com/2024/06/20/anthropic-ai-releases-claude-3-5-a-new-ai-model-that-surpasses-gpt-4o-on-multiple-benchmarks-while-being-2x-faster-than-claude-3-opus/
Outline:
(00:00:00) Introduction
(00:00:54) Salesforce AI Unveils SFR-Embedding-v2: Reclaiming Top Spot on HuggingFace MTEB Benchmark with Advanced Multitasking and Enhanced Performance in AI
(00:03:19) CS-Bench: A Bilingual (Chinese-English) Benchmark Dedicated to Evaluating the Performance of LLMs in Computer Science
(00:06:47) Mitigating Memorization in Language Models: The Goldfish Loss Approach
(00:11:28) Anthropic AI Releases Claude 3.5: A New AI Model that Surpasses GPT-4o on Multiple Benchmarks While Being 2x Faster than Claude 3 Opus