Rohan-Paul-AI
Rohan-Paul-AI
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My AI newsletter for today (2024-Nov-26) - Google NotebookLM Podcast
🐦 Follow me on Twitter with 48.8K others at: rohanpaul_ai - to be on the bleeding edge of AI
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My today's (2024-Nov-26) AI newsletter 👇
rohanpaul.substack.com/p/runway-just-released-new-model-frames
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You can find me here:
🐦 TWITTER: rohanpaul_ai
👨🏻‍💼 LINKEDIN: www.linkedin.com/in/rohan-paul-ai/
👨‍🔧 Kaggle: www.kaggle.com/paulrohan2020
👨‍💻 GITHUB: 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 - rohanpaul.gumroad.com/l/python-core-with-under-the-hood-explanations
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Other Playlist you might like 👇
🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - bit.ly/380eYDj
🟠 DataScience | MachineLearning Projects Implementation Playlist - bit.ly/39MEigt
🟠 Natural Language Processing Playlist : 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
Переглядів: 96

Відео

Differential Transformer- Google Illuminate Podcast
Переглядів 4013 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI 📚 arxiv.org/pdf/2410.05258 👇 All arXiv Paper Podcasts are on my UA-cam channel playlist 👇 ua-cam.com/play/PLxqBkZuBynVSwL8mrJCBDVweYaKij7BZ8.html You can find me here: 🐦 TWITTER: rohanpaul_ai 👨🏻‍💼 LINKEDIN: www.linkedin.com/in/rohan-paul-ai/ 👨‍🔧 Kaggle: www.kaggle.com/paulrohan20...
Intelligence at the Edge of Chaos - Google NotebookLM Podcast
Переглядів 6203 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Complexity exposure drives intelligence in LLMs, with optimal performance at the "edge of chaos." Simple systems with complex behaviors can foster intelligence in language models. 📚 www.arxiv.org/pdf/2410.02536 Generated this podcast with Google's NotebookLM You can find me here: 🐦 TWITTER: ...
LLMs + Persona-Plug = Personalized LLMs - Google Illuminate Podcast
Переглядів 2483 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI LLMs Persona-Plug = Personalized LLMs 📚 arxiv.org/abs/2409.11901 👇 And all my Paper Podcasts are available on my UA-cam channel playlist 👇 ua-cam.com/play/PLxqBkZuBynVSwL8mrJCBDVweYaKij7BZ8.html You can find me here: 🐦 TWITTER: rohanpaul_ai 👨🏻‍💼 LINKEDIN: www.linkedin.com/in/roha...
Deep Learning for Options Trading: An End-To-End Approach - Google Illuminate Podcast
Переглядів 2943 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Deep Learning for Options Trading: An End-To-End Approach 📚 arxiv.org/pdf/2407.21791 👇 And all my Paper Podcasts are available on my UA-cam channel playlist 👇 ua-cam.com/play/PLxqBkZuBynVSwL8mrJCBDVweYaKij7BZ8.html You can find me here: 🐦 TWITTER: rohanpaul_ai 👨🏻‍💼 LINKEDIN: www....
CogniDual Framework: Self-Training Large Language Models- Google Illuminate Podcast
Переглядів 663 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Can LLMs internalize System 2’s complex reasoning into System 1’s intuitive responses through iterative training? This Paper hypothesize that LLMs, by mimicking human rapid skill acquisition, can generate fast, intuitive answers without additional training data, thus enhancing resource effic...
N-gram Prediction and Word Difference Representations for Language - Google Illuminate Podcast
Переглядів 903 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Ensemble method leveraging N-gram predictions refines next word prediction in language models. Paper - "N-gram Prediction and Word Difference Representations for Language" Original Problem 🔍: Causal language modeling (CLM) can lead models to overly focus on local dependencies within sentence...
Patched MOA: optimizing inference for diverse software development tasks - Google Illuminate Podcast
Переглядів 563 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Paper: "Patched MOA: optimizing inference for diverse software development tasks" - Great for LLM inference optimization - Evaluates 3 algorithms: Best of N, Mixture of Agents, Monte Carlo Tree Search - Patched MOA boosts smaller model performance to surpass larger, costlier models - Improve...
RATIONALYST Pre-training Process Supervision for Improving Reasoning - Google Illuminate Podcast
Переглядів 543 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of 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 f...
RecurrentGemma: Moving Past Transformers for Efficient Open LLM - Google Illuminate Podcast
Переглядів 483 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Paper: "RecurrentGemma: Moving Past Transformers for Efficient Open Language Models" 🔑 Key Points: - Introduces RecurrentGemma: Family of open LLMs using Google's Griffin architecture - Griffin: Combines linear recurrences with local attention - Fixed-sized state: Reduces memory use, enables...
RoleBreak Character Hallucination as a Jailbreak Attack in Role-Playing - Google Illuminate Podcast
Переглядів 773 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI This Paper identifies key drivers of character hallucination in LLMs and proposes Narrator Mode as a novel solution. Original Problem 🔍: LLM-based role-playing systems suffer from character hallucination, where models generate responses inconsistent with predefined character roles. Key Insig...
Selective Attention improves LLM performance across model sizes - Google Illuminate Podcast
Переглядів 1283 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Selective Attention improves LLM performance across model sizes and context lengths Performs equivalently to standard transformers with ~2X more heads and parameters in attention modules Original Problem 🔍: Unneeded elements in attention's context degrade performance. Standard transformers k...
SpotDiffusion: A Fast Approach For Seamless Panorama Generation" - Google Illuminate Podcast
Переглядів 553 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Paper - "SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time" SpotDiffusion enables fast, high-quality panorama generation by shifting non-overlapping denoising windows, eliminating redundant computations in existing methods. Key Insights from this Paper 💡: • Overlappin...
FAN: Fourier Analysis Network can replace MLP layers in various models - Google Illuminate Podcast
Переглядів 5443 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI Bold claim in this paper. Says FAN: Fourier Analysis Network can replace MLP layers in various models • Language modeling: Up to 14.65% lower loss, 8.50% higher accuracy vs standard Transformer • FAN leverages Fourier Analysis to model periodicity, demonstrating improved generalization and e...
Platonic Representation, All LLMs are converging towards the same point 🤔- Google Illuminate Podcast
Переглядів 2333 місяці тому
🐦 Follow me on Twitter with 34.7K others at: rohanpaul_ai - to be on the bleeding edge of AI All LLMs are converging towards the same point 🤔 Platonic Representation paper discusses this issue LLMs, tend to converge on similar answers as they scale up. Even for tasks like image embedding where synthetic data isn't an issue. This convergence towards "right answers" is seen as positiv...
Human-like Affective Cognition in Foundation Models - Google Illuminate Podcast
Переглядів 843 місяці тому
Human-like Affective Cognition in Foundation Models - Google Illuminate Podcast
Exploring the Compositional Deficiency of LLMs in Mathematical Reasoning - Google Illuminate Podcast
Переглядів 393 місяці тому
Exploring the Compositional Deficiency of LLMs in Mathematical Reasoning - Google Illuminate Podcast
Comprehensive Evaluation of Quantized Instruction-Tuned LLMs - Google Illuminate Podcast
Переглядів 463 місяці тому
Comprehensive Evaluation of Quantized Instruction-Tuned LLMs - Google Illuminate Podcast
Adaptive k-Nearest Neighbor Classifier Based on Local Shape Operator - Google Illuminate Podcast
Переглядів 513 місяці тому
Adaptive k-Nearest Neighbor Classifier Based on Local Shape Operator - Google Illuminate Podcast
Rejection Sampling IMLE: Better Few-Shot Image Synthesis - Google Illuminate Podcast
Переглядів 383 місяці тому
Rejection Sampling IMLE: Better Few-Shot Image Synthesis - Google Illuminate Podcast
Were RNNs All We Needed - Google Illuminate Podcast
Переглядів 5843 місяці тому
Were RNNs All We Needed - Google Illuminate Podcast
Meta's ans to SORA 🎬 Movie Gen: - Google NotebookLM Podcast
Переглядів 2873 місяці тому
Meta's ans to SORA 🎬 Movie Gen: - Google NotebookLM Podcast
Trans-LoRA: data-free Transferable Parameter Efficient Finetuning - Google Illuminate Podcast
Переглядів 1693 місяці тому
Trans-LoRA: data-free Transferable Parameter Efficient Finetuning - Google Illuminate Podcast
The Perfect Blend: Redefining RLHF with Mixture of Judges - Google Illuminate Podcast
Переглядів 1223 місяці тому
The Perfect Blend: Redefining RLHF with Mixture of Judges - Google Illuminate Podcast
MASSIVE Paper "ADDITION IS ALL YOU NEED" - Reduce energy costs by 95% - Google Illuminate Podcast
Переглядів 1,2 тис.3 місяці тому
MASSIVE Paper "ADDITION IS ALL YOU NEED" - Reduce energy costs by 95% - Google Illuminate Podcast
NVIDIA Paper - "MaskedMimic: Unified Physics-Based Character Control - Google Illuminate Podcast
Переглядів 1443 місяці тому
NVIDIA Paper - "MaskedMimic: Unified Physics-Based Character Control - Google Illuminate Podcast
NVLM: Open Frontier-Class Multimodal LLMs - NVIDIA Paper - Google Illuminate Podcast
Переглядів 9443 місяці тому
NVLM: Open Frontier-Class Multimodal LLMs - NVIDIA Paper - Google Illuminate Podcast
Archon: An Architecture Search Framework for Inference-Time Techniques - Google Illuminate Podcast
Переглядів 8843 місяці тому
Archon: An Architecture Search Framework for Inference-Time Techniques - Google Illuminate Podcast
RAGProbe: An Automated Approach for Evaluating RAG - Google Illuminate Podcast
Переглядів 1993 місяці тому
RAGProbe: An Automated Approach for Evaluating RAG - Google Illuminate Podcast
Paper - RED QUEEN : Safeguarding LLMs against Concealed Jailbreaking - Google Illuminate Podcast
Переглядів 4603 місяці тому
Paper - RED QUEEN : Safeguarding LLMs against Concealed Jailbreaking - Google Illuminate Podcast