RATIONALYST Pre-training Process Supervision for Improving Reasoning - Google Illuminate Podcast
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Really nice Paper to increase Reasoning power of LLMs
RATIONALYST extracts implicit rationales to enhance LLM reasoning across diverse tasks.
**Original Problem** 🔍:
LLMs often generate incomplete reasoning steps, missing crucial implicit rationales present in human communication.
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**Key Insights from this Paper** 💡:
• Leveraging implicit rationales improves reasoning across diverse tasks
• Web-scale data enhances performance compared to task-specific datasets
• Implicit supervision outperforms explicit due to robustness to imperfect rationales
• RATIONALYST surpasses larger models like GPT-4 in process supervision
------
Generated this podcast with Google's illuminate.
📚 https://arxiv.org/pdf/2410.01044
👇 And all my Paper Podcasts are available on my YouTube channel playlist 👇
https://www.youtube.com/playlist?list=PLxqBkZuBynVSwL8mrJCBDVweYaKij7BZ8
-----------------
You can find me here:
🐦 TWITTER: https://twitter.com/rohanpaul_ai
👨🏻💼 LINKEDIN: https://www.linkedin.com/in/rohan-paul-ai/
👨🔧 Kaggle: https://www.kaggle.com/paulrohan2020
👨💻 GITHUB: https://github.com/rohan-paul
Checkout the MASSIVELY UPGRADED 2nd Edition of my Book (with 1300+ pages of Dense Python Knowledge) 🐍🔥
Covering 350+ Python 🐍 Core concepts ( 1300+ pages ) 🚀
📚 Book Link - https://rohanpaul.gumroad.com/l/python-core-with-under-the-hood-explanations
**********************************************
Other Playlist you might like 👇
🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - https://bit.ly/380eYDj
🟠 DataScience | MachineLearning Projects Implementation Playlist - https://bit.ly/39MEigt
🟠 Natural Language Processing Playlist : https://bit.ly/3P6r2CL
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#Paper #AIPaper #AI #ArtificialIntelligence #podcast #LLM #Largelanguagemodels #Llama3 #LLMfinetuning #opensource #NLP #datascience #deeplearning #100daysofmlcode #neuralnetworks #datascience #generativeai #OpenAI #GPT4 #chatgpt #genai
Видео RATIONALYST Pre-training Process Supervision for Improving Reasoning - Google Illuminate Podcast канала Rohan-Paul-AI
------------
Really nice Paper to increase Reasoning power of LLMs
RATIONALYST extracts implicit rationales to enhance LLM reasoning across diverse tasks.
**Original Problem** 🔍:
LLMs often generate incomplete reasoning steps, missing crucial implicit rationales present in human communication.
-----
**Key Insights from this Paper** 💡:
• Leveraging implicit rationales improves reasoning across diverse tasks
• Web-scale data enhances performance compared to task-specific datasets
• Implicit supervision outperforms explicit due to robustness to imperfect rationales
• RATIONALYST surpasses larger models like GPT-4 in process supervision
------
Generated this podcast with Google's illuminate.
📚 https://arxiv.org/pdf/2410.01044
👇 And all my Paper Podcasts are available on my YouTube channel playlist 👇
https://www.youtube.com/playlist?list=PLxqBkZuBynVSwL8mrJCBDVweYaKij7BZ8
-----------------
You can find me here:
🐦 TWITTER: https://twitter.com/rohanpaul_ai
👨🏻💼 LINKEDIN: https://www.linkedin.com/in/rohan-paul-ai/
👨🔧 Kaggle: https://www.kaggle.com/paulrohan2020
👨💻 GITHUB: https://github.com/rohan-paul
Checkout the MASSIVELY UPGRADED 2nd Edition of my Book (with 1300+ pages of Dense Python Knowledge) 🐍🔥
Covering 350+ Python 🐍 Core concepts ( 1300+ pages ) 🚀
📚 Book Link - https://rohanpaul.gumroad.com/l/python-core-with-under-the-hood-explanations
**********************************************
Other Playlist you might like 👇
🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - https://bit.ly/380eYDj
🟠 DataScience | MachineLearning Projects Implementation Playlist - https://bit.ly/39MEigt
🟠 Natural Language Processing Playlist : https://bit.ly/3P6r2CL
----------------------
#Paper #AIPaper #AI #ArtificialIntelligence #podcast #LLM #Largelanguagemodels #Llama3 #LLMfinetuning #opensource #NLP #datascience #deeplearning #100daysofmlcode #neuralnetworks #datascience #generativeai #OpenAI #GPT4 #chatgpt #genai
Видео RATIONALYST Pre-training Process Supervision for Improving Reasoning - Google Illuminate Podcast канала Rohan-Paul-AI
Deep Learning natural language processing Deep Learning for NLP large language models gpt 4 llm large language models tutorial open source llm models for commercial use open source llm generative AI llm training large language models explained large language model tutorial fine tuning language model transformer-architecture LLM Research LLM-arxiv LLM-Phd AI ArtificialIntelligence LLM Project LLM in Production OpenAI Gen AI AI Papers LLM Papers AI Research
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