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Matthew Berman· 6. Apr. 2023BloombergGPT: Mixing Financial and General Data for a Language ModelMatthew Berman · Forward FutureMatthew Berman examines the 2023 finance-focused research model, its training corpus, evaluation and decision not to release weights.KI im FinanzwesenModelle & TrainingEvals+1
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Matthew Berman· 4. Apr. 2023HuggingGPT: Using a Language Model to Coordinate AI ToolsMatthew Berman · Forward FutureMatthew Berman explains a research system that routes multimodal tasks to specialist models using a language model as controller.Agent orchestrationMultimodal AIModelle & Training+1
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Matthew Berman· 29. März 2023A 2023 Guide to Running the Original GPT4All Model LocallyMatthew Berman · Forward FutureMatthew Berman demonstrates an early CPU-based GPT4All release, its terminal installation and the resources available for fine-tuning.Open-weight modelsModelle & TrainingInfrastruktur & Deployment
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Matthew Berman· 19. März 2023Running LLaMA and Alpaca Locally: A 2023 Dalai TutorialMatthew Berman · Forward FutureMatthew Berman demonstrates an early local-model setup on a MacBook Air and explains the settings that control generation.Local inferenceModelle & TrainingFine-Tuning+1
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Matthew Berman· 20. Feb. 2023How to Train a Custom Image Model in Leonardo.aiMatthew Berman · Forward FutureMatthew Berman walks through Leonardo.ai’s 2023 model galleries, training-set guidance, and custom model workflow, then shares results from several experiments.Generative mediaModelle & Training
8 Folien1:03:29ZH
跟李沐学AI· 12. Jan. 2023多模态论文串讲:BLIP、CoCa 与 BEiT-3从图文数据清理到统一预训练,梳理三种视觉语言模型的结构、目标函数与相互联系。Multimodal AIModelle & TrainingData quality & curation
6 Folien1:07:10ZH
跟李沐学AI· 29. Dez. 2022InstructGPT 论文精读:从人工反馈到语言模型对齐从监督微调、奖励模型到 PPO,梳理 InstructGPT 的训练流程、实验结果与局限。Reinforcement LearningModelle & Training
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Lex Fridman· 29. Okt. 2022Podcast · 2 StimmenKarpathy Calls Trained Neural Nets Complicated Alien ArtifactsGast: Andrej Karpathy · Moderation: Lex FridmanOn Lex Fridman's podcast, Andrej Karpathy refuses the brain analogy, walks the Fermi paradox through Nick Lane's chemistry, and treats the Transformer as a general-purpose differentiable computer.Modelle & TrainingAGIAutonomous Driving+3
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Lex Fridman· 26. Juli 2022Podcast · 2 StimmenGato Is Only the BeginningGast: Oriol Vinyals · Moderation: Lex FridmanDeepMind's Oriol Vinyals talks with Lex Fridman about generalist agents, thrown-away weights, and whether human-level AGI arrives in his lifetime.Modelle & TrainingAGIAI research+3
2:10:39EN
Lex Fridman· 1. Juli 2022Podcast · 2 StimmenDemis Hassabis: Solve Intelligence, Then Solve Everything ElseGast: Demis Hassabis · Moderation: Lex FridmanThe DeepMind CEO tells Lex Fridman why the Turing Test is the wrong exam, how AlphaFold rewrote biology, and why the quiet radio sky suggests we are probably alone.Modelle & TrainingAI researchAGI+3
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Lex Fridman· 22. Jan. 2022Podcast · 2 StimmenA Teenager Learns to Drive in Twenty Hours. A Car Still Cannot.Gast: Yann Lecun · Moderation: Lex FridmanYann LeCun tells Lex Fridman why self-supervised world models are the missing dark matter of intelligence, and why machines are not even at the level of a house cat.Modelle & TrainingWorld modelsComputer Vision+3
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Lex Fridman· 20. Sept. 2021Podcast · 2 StimmenJay McClelland on How Thought Emerges From Neural NetworksGast: Jay McClelland · Moderation: Lex FridmanThe Stanford cognitive scientist talks with Lex Fridman about connectionism, backpropagation, David Rumelhart, and why intuition discovers what logic later proves.Modelle & TrainingML-GrundlagenDeep Learning+3
2:51:33EN
Lex Fridman· 29. Aug. 2021Podcast · 2 StimmenThe Self Is a GPT Prompt: Wojciech Zaremba on Consciousness, Codex, and Fermi's SilenceGast: Wojciech Zaremba · Moderation: Lex FridmanOpenAI co-founder Wojciech Zaremba tells Lex Fridman he thinks we might be alone in the universe — and that GPT-3, Codex, and a one-handed robot already hint at how intelligence is built.Modelle & TrainingCoding-AgentenML-Grundlagen+3
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Lex Fridman· 8. Aug. 2021Podcast · 2 StimmenYour Cortex Is 150,000 Brains Voting on a Coffee CupGast: Jeff Hawkins · Moderation: Lex FridmanJeff Hawkins tells Lex Fridman that intelligence is learning a model of the world, the neocortex is tens of thousands of independent maps that vote, and the fastest path to machine intelligence is reverse-engineering that sheet.Modelle & TrainingNeuroscience & AIML-Grundlagen+3
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Lex Fridman· 31. Juli 2021Podcast · 2 StimmenThe Fallacy of the Successful First StepGast: Ishan Misra · Moderation: Lex FridmanBerkeley's Jitendra Malik explains why computer vision still looks easy, why fully autonomous driving is not near, and what children know that today's networks do not.Modelle & TrainingComputer VisionMultimodal AI+3
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Lex Fridman· 19. Apr. 2021Podcast · 2 StimmenIf You Reran Earth a Million Times, Would Anything Like Us Appear?Gast: Risto Miikkulainen · Moderation: Lex FridmanRisto Miikkulainen on neuroevolution, hyena raids, basil that never sleeps, and why variation-plus-selection still finds solutions backpropagation cannot see.Modelle & TrainingML-GrundlagenAI research+3
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Lex Fridman· 12. Dez. 2020Podcast · 2 StimmenMichael Littman isn’t waiting for a runaway god. He’s watching us.Gast: Michael Littman · Moderation: Lex FridmanThe Brown reinforcement-learning researcher tells Lex Fridman why accidental superintelligence feels like a 747 assembling itself — and why social media, rote language, and theory of mind worry him more.Modelle & TrainingReinforcement LearningAGI+3
2:10:06EN
Lex Fridman· 14. Aug. 2020Podcast · 2 StimmenYou Might Have to Understand the World to Understand the Letter AGast: Dileep George · Moderation: Lex FridmanDileep George on recursive cortical networks, why a five-year-old can read any new CAPTCHA, and what the Wright brothers actually learned from birds.Modelle & TrainingNeuroscience & AIWorld models+3
1:41:37EN
Lex Fridman· 21. Juli 2020Podcast · 2 StimmenThe Fallacy of the Successful First Step: Jitendra Malik on Why Seeing Still Isn't SolvedGast: Jitendra Malik · Moderation: Lex FridmanBerkeley's Jitendra Malik tells Lex Fridman why computer vision keeps underestimating itself, why full self-driving still needs cognition, and why vision is the parent of language.Modelle & TrainingVision & VideoAutonomous Driving+3
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Lex Fridman· 14. Juli 2020Podcast · 2 StimmenThe Robot That Brought the Beer Was Being TeleoperatedGast: Sergey Levine · Moderation: Lex FridmanSergey Levine tells Lex Fridman why hardware is almost closed, why common sense has to be lived, and why offline reinforcement learning is the missing on-ramp from logs to robots that keep getting better.Modelle & TrainingRoboticsReinforcement Learning+3
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Lex Fridman· 3. Juli 2020Podcast · 2 StimmenSlow Synapses Grow Fast Learners — Warmth Is the Harder ProblemGast: Matt Botvinick · Moderation: Lex FridmanDeepMind neuroscience director Matt Botvinick tells Lex Fridman how prefrontal cortex, meta-reinforcement learning, and dopamine research meet the human question of what a better life with AI would actually look like.Modelle & TrainingNeuroscience & AIReinforcement Learning+3
3:00:18EN
Lex Fridman· 13. Juni 2020Podcast · 2 StimmenOnly a Simulation Can Be ConsciousGast: Joscha Bach · Moderation: Lex FridmanJoscha Bach tells Lex Fridman why a neuron cannot feel anything, why existence is the default, and why this dying world is still the best level of the game.Modelle & TrainingConsciousness & IntelligencePhilosophy of Mind+3
1:37:28EN
Lex Fridman· 8. Mai 2020Podcast · 2 StimmenWe Are Still Massively Underestimating Deep LearningGast: Ilya Sutskever · Moderation: Lex FridmanIlya Sutskever tells Lex Fridman why 2012 was about conviction, why bigger models can get worse before they get better, and what he would do with an AGI.Modelle & TrainingDeep LearningML-Grundlagen+3
1:48:01EN
Lex Fridman· 3. Apr. 2020Podcast · 2 StimmenDavid Silver: AlphaGo Won by Taking Human Knowledge OutGast: David Silver · Moderation: Lex FridmanThe DeepMind researcher behind AlphaGo and AlphaZero tells Lex Fridman how an unclaimed million-dollar Go prize, a BBC Micro at age seven, and a honeymoon insight led to superhuman self-play.Modelle & TrainingReinforcement LearningDeep Learning+3
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