introducing 「Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning」 from Huawei Noah’s Ark Lab https://
arxiv.org/abs/2412.09078
MACHINE LEARNING
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Forest-of-Thought: Scaling Test-Time Compute for LLM Reasoning
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Gradient Division in Multi-Step Training Reproducibility
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To make this reproducible on rigs where there are multiple inner steps per training step, isn't the division of the gradient by that number of steps missing?
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MiniMax-01: Scaling Foundation Models with Lightning Attention
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introducing MiniMax-01: Scaling Foundation Models with Lightning Attention https://
github.com/MiniMax-AI Hugging Face:
https://
huggingface.co/MiniMaxAI https://
filecdn.minimax.chat/_Arxiv_MiniMax
_01_Report.pdf
… https://
hailuo.ai API:
https://
minimaxi.com/platform -

Transformer²: Self-Adaptive LLMs for Real-Time Task Adaptation
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introducing Transformer²: SELF-ADAPTIVE LLMS https://
arxiv.org/pdf/2501.06252 a novel self-adaptation framework that adapts LLMs for unseen tasks in real-time by selectively adjusting only the singular components of their weight matrices. -

ZenML LLMOps Database Platform for AI Operations
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ZenML – LLMOps Database https://
bit.ly/41LYng2
#AI #MachineLearning #DeepLearning #LLMs #DataScience -

Transformer²: Self-adaptive LLMs that Blur Pre and Post-training
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Transformer²: Self-adaptive LLMshttps://t.co/VnvzSmeIad
— hardmaru (@hardmaru) 15 janvier 2025
This new paper from @SakanaAILabs shows the power of an LLM that can self-adapt its weights to its environment. I think in the future, the line between “pre-training” and “post-training” will be gone, and our models and… https://t.co/t8gEsXOUeg pic.twitter.com/XNFqdnef14Transformer²: Self-adaptive LLMs https://
arxiv.org/abs/2501.06252 This new paper from @SakanaAILabs shows the power of an LLM that can self-adapt its weights to its environment. I think in the future, the line between “pre-training” and “post-training” will be gone, and our models and -
Transformer² System Dynamically Adjusts Weights for Multiple Tasks
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We’re excited to introduce Transformer², a machine learning system that dynamically adjusts its weights for various tasks!https://t.co/ci028qPUWt
— Sakana AI (@SakanaAILabs) 15 janvier 2025
Adaptation is a remarkable natural phenomenon, like how the octopus can blend in with its environment, or how the brain rewires… pic.twitter.com/GLODSaZnu4We’re excited to introduce Transformer², a machine learning system that dynamically adjusts its weights for various tasks! https://
sakana.ai/transformer-sq
uared
… Adaptation is a remarkable natural phenomenon, like how the octopus can blend in with its environment, or how the brain rewires -
Artificial Intelligence: A Game-Changer for Financial Sector
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Artificial intelligence: a game-changer for the financial sector
#AI #AIio #BigData #ML #NLU #Futureofwork @gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli -

Meta Chain-of-Thought: Teaching LLMs to Reason and Think
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Reasoning in #LLMs – Learning How to Think With Meta Chain-of-Thought: https://
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Surprising Places AI Is Making A Big Impact
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Surprising Places AI Is Making A Big Impact
#AI #AIio #BigData #ML #NLU #Futureofwork @ahier @guzmand
@DavidBrin @denisegarth @dez_blanchfield @diioannid @DioFavatas @gerald_bader