Master LLMs: Top Strategies to Evaluate LLM Performance
In this video, we look into how to evaluate and benchmark Large Language Models (LLMs) effectively. Learn about perplexity, other evaluation metrics, and curated benchmarks to compare LLM performance. Uncover practical tools and resources to select the right model for your specific needs and tasks. Dive deep into examples and comparisons to empower your AI journey!
► Jump on our free LLM course from the Gen AI 360 Foundational Model Certification (Built in collaboration with Activeloop, Towards AI, and the Intel Disruptor Initiative): https://learn.activeloop.ai/courses/llms/?utm_source=social&utm_medium=youtube&utm_campaign=llmcourse
►My Newsletter (My AI updates and news clearly explained): https://louisbouchard.substack.com/
With the great support of Cohere & Lambda.
► Course Official Discord: https://discord.gg/learnaitogether
► Activeloop Slack: https://slack.activeloop.ai/
► Activeloop YouTube: https://www.youtube.com/@activeloop
►Follow me on Twitter: https://twitter.com/Whats_AI
►Support me on Patreon: https://www.patreon.com/whatsai
How to start in AI/ML - A Complete Guide:
►https://www.louisbouchard.ai/learnai/
Become a member of the YouTube community, support my work and get a cool Discord role :
https://www.youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join
Chapters:
0:00 Why and How to evaluate your LLMs!
0:50 The perplexity evaluation metric.
3:20 Benchmarks and leaderboards for comparing performances.
4:12 Benchmarks for Coding benchmarks.
5:33 Benchmarks for Reasoning and common sense.
6:32 Benchmark for mitigating hallucinations.
7:35 Conclusion.
#ai #languagemodels #llm
-
9:35
What's AI
7 months agoHow to Improve your LLM? Find the Best & Cheapest Solution
53 -
6:16
InnoQube
5 months agoStable Beluga 2 Outperforms Llama 2 🐋 - Leading Open Source LLM Model!
163 -
10:41
AV
7 months ago#414 A large language model (LLM)
20 -
18:05
Ex0rbitant
1 year agoTop 10 AI Tools for 2023: Revolutionizing the Way We Work
41 -
27:10
Health Ranger Report
3 months agoNEO LLM guide - How to get started using our Large Language Models
7.09K5 -
5:31
MoneySkavenger
1 year agoUnlocking Wealth in 2023: Master A.I. Strategies for Financial Success
49 -
1:00
GOTBACKUP
11 months agoMLM: Prove Your Competence
1 -
2:53
The Krehbiel Group - Something I Learned Yesterday
1 year ago $0.01 earnedPublishers need to train their own LLMs for their readers
10 -
11:47
Wesley Milan
1 year agoLambda Review | Serverless para alta performance e baixo custo
6 -
22:27
Programming Mql4 Tools of the Trade
2 years agoStrategy Optimization Using Strategy Tester
15