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A curated podcast covering the latest machine learning developments, text, and audio is generated using AI.... more
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.
September 27, 2023September 27th, 2023 - Beyond Boundaries: Pioneering Sequences, Alignments, and Realism in AI EvolutionDeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer ModelsAligning Large Multimodal Models with Factually Augmented RLHFLAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsSupport the show...more7minPlay
September 25, 2023September 25th, 2023 - From Pixels to Precedents: Pioneering Visions in Color, Law, Code, and SightCoRF : Colorizing Radiance Fields using Knowledge DistillationThe Cambridge Law Corpus: A Corpus for Legal AI ResearchCodePlan: Repository-level Coding using LLMs and PlanningDualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token FusionSupport the show...more11minPlay
September 22, 2023September 22th, 2023 - Revolutionary Speeds & Precision: The Future of Neural Networks and Language ModelsParallelizing non-linear sequential models over the sequence lengthFast Feedforward NetworksLongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsA Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language ModelsBoolformer: Symbolic Regression of Logic Functions with TransformersSupport the show...more14minPlay
September 21, 2023September 21th, 2023 - Neural Frontiers: From FreeU's Image Mastery to Languini Kitchen's Equalized ResearchFreeU: Free Lunch in Diffusion U-NetNeurons in Large Language Models: Dead, N-gram, PositionalDreamLLM: Synergistic Multimodal Comprehension and CreationKosmos-2.5: A Multimodal Literate ModelEnd-to-End Speech Recognition Contextualization with Large Language ModelsThe Languini Kitchen: Enabling Language Modelling Research at Different Scales of ComputeSupport the show...more15minPlay
September 20, 2023September 20th, 2023 - From Overthinking Graphs to Code Whispering and Polyglot AI: The New Frontiers of Neural Networks, Language Models, and Data CompressionGraph Neural Networks Use Graphs When They Shouldn'tLarge Language Models for Compiler OptimizationOpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from ScratchBaichuan 2: Open Large-scale Language ModelsLanguage Modeling Is CompressionFoleyGen: Visually-Guided Audio GenerationSupport the show...more14minPlay
September 12, 2023September 12th, 2023 - Frontiers in AI: From Pint-Sized Powerhouses and Pruned Datasets to Multilingual Mastery and Image RestorationTextbooks Are All You Need II: phi-1.5 technical reportDiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorWhen Less is More: Investigating Data Pruning for Pretraining LLMs at ScaleMADLAD-400: A Multilingual And Document-Level Large Audited DatasetFIAT: Fusing learning paradigms with Instruction-Accelerated TuningOptimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMsSupport the show...more12minPlay
September 11, 2023September 11th, 2023 - Neural Frontiers: Audiobooks, Virtual Cities, Summarization, and Vision Transformers ReimaginedLarge-Scale Automatic Audiobook CreationCityDreamer: Compositional Generative Model of Unbounded 3D CitiesFrom Sparse to Dense: GPT-4 Summarization with Chain of Density PromptingMobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-ExpertsHigh-Quality Entity SegmentationSupport the show...more10minPlay
September 08, 2023September 8th, 2023 - Unlocking the Future of AI: From Master Optimizers and Budget-Friendly Giants to Truthful Decoding and Video Segmentation BreakthroughsLarge Language Models as OptimizersFLM-101B: An Open LLM and How to Train It with $100K BudgetXGen-7B Technical ReportTracking Anything with Decoupled Video SegmentationDoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsSupport the show...more12minPlay
September 07, 2023September 7th, 2023 - SLiMe, Matcha-TTS, RoboSense, and CM3Leon: Revolutionizing Vision, Speech, and Multi-Modal Intelligence for a Smarter, Faster FutureSLiMe: Segment Like MeMatcha-TTS: A fast TTS architecture with conditional flow matchingPhysically Grounded Vision-Language Models for Robotic ManipulationScaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningSupport the show...more9minPlay
September 06, 2023September 6th, 2023 - Unlocking the Future of AI: Lean Transformers, Memory-Efficient RLHF, Voice-Altering Text Prompts, and 3D Virtual HumansOne Wide Feedforward is All You NeedEfficient RLHF: Reducing the Memory Usage of PPOPromptTTS 2: Describing and Generating Voices with Text PromptAniPortraitGAN: Animatable 3D Portrait Generation from 2D Image CollectionsSupport the show...more9minPlay
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.