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슬라이드 4장11:07EN
Matthew Berman· 2023년 5월 16일Testing MosaicML MPT-7B Chat and StoryWriter in 2023Matthew Berman · Forward FutureMatthew Berman examines MPT-7B model variants, their licenses and a mixed set of local tests.Open-weight modelsBenchmarks모델과 학습+1
1:06:02EN
20VC with Harry Stebbings· 2023년 5월 15일팟캐스트 · 2명Yann LeCun on Open AI Models, Safety and the Future of Research게스트 Yann Lecun · 진행자 Harry StebbingsMeta’s chief AI scientist discusses language models, research priorities and his contested views on AI risk and employment.AI researchAI SafetyOpen-weight models+2
슬라이드 4장14:29EN
Matthew Berman· 2023년 5월 8일A 2023 Google Memo on Open Models, LoRA and AI’s Competitive MoatMatthew Berman · Forward FutureMatthew Berman reviews a leaked employee essay arguing that rapid community iteration could challenge proprietary AI labs, and traces the early LLaMA ecosystem.Open-weight modelsAI History파인튜닝+1
슬라이드 2장6:53EN
Matthew Berman· 2023년 5월 4일StableVicuna’s 2023 Release: An Early RLHF Chatbot Put to the TestMatthew Berman · Forward FutureMatthew Berman reviews the 13-billion-parameter model and tests poetry, simple code, reasoning and a resignation email.Open-weight modelsReinforcement Learning평가(Evals)+1
슬라이드 4장9:58EN
Matthew Berman· 2023년 4월 26일HuggingChat’s 2023 Debut: Testing Writing, Reasoning and Python CodeMatthew Berman · Forward FutureMatthew Berman tries the early OpenAssistant-powered HuggingChat on writing, arithmetic, logic and a Snake game, then compares a few outputs with GPT-3.5 and GPT-4. The results illustrate both promise and limitations in this small historical test.Open-weight modelsBenchmarks모델과 학습+2
1:13:52EN
Matthew Berman· 2023년 4월 15일Andriy Mulyar on GPT4All, Data Quality and Open Local ModelsMatthew Berman, Andriy Mulyar · Forward FutureThe Nomic AI co-founder explains how GPT4All emerged, why training data matters, and the tradeoffs between local and centralized AI.Local inferenceOpen-weight modelsData quality & curation+2
40:25EN
No Priors: AI, Machine Learning, Tech, & Startups· 2023년 4월 6일팟캐스트 · 2명A 6-Billion-Parameter Clone of ChatGPT’s Core Trick진행자 Sarah Guo, Elad GilDatabricks CTO Matei Zaharia tells Sarah Guo and Elad Gil how Dolly learned instruction-following on fifty times less data than GPT-3 — and why he would rather look facts up than bake them into a trillion-parameter network.모델과 학습Open-weight models파인튜닝+3
슬라이드 7장7:16EN
Matthew Berman· 2023년 4월 5일Setting Up Alpaca Turbo for Local Language Models: A 2023 TutorialMatthew Berman · Forward FutureMatthew Berman demonstrates an early ChatGPT-style interface for local Alpaca models, from the Conda setup to a short test on a Mac.Local inferenceOpen-weight models제품과 UX+1
슬라이드 5장8:05EN
Matthew Berman· 2023년 3월 29일A 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 models모델과 학습인프라와 배포
1:21:20EN
Cognitive Revolution "How AI Changes Everything"· 2023년 3월 9일팟캐스트Freeze the eyes and the brain. Train only the optic nerve.진행자 Nathan LabenzJunnan Li and Dongxu Li tell Nathan Labenz how BLIP cleaned noisy web captions, and how BLIP-2 connected a frozen vision model to a frozen language model in under ten days on one A100.멀티모달과 미디어Multimodal AI비전과 영상+3
53:37EN
No Priors: AI, Machine Learning, Tech, & Startups· 2023년 3월 9일팟캐스트 · 2명30 models, 42 scenarios, 7 metrics: Percy Liang's public checkup for language models진행자 Sarah Guo, Elad GilA PubMed-only model once led the U.S. medical licensing exam — until a system roughly 200 times larger overtook it.평가와 관측 가능성AI researchFoundation Models+3
37:26EN
No Priors: AI, Machine Learning, Tech, & Startups· 2023년 2월 23일팟캐스트 · 2명Without Open Source, Machine Learning Would Be Decades Behind진행자 Sarah Guo, Elad GilHugging Face CEO Clem Delangue on the Tamagotchi pivot, why the company never hired a community manager, and why he does not believe one model will rule them all.오픈소스와 커뮤니티Open-source ecosystemsOpen-weight models+3
45:03EN
No Priors: AI, Machine Learning, Tech, & Startups· 2023년 2월 16일팟캐스트 · 2명Emad Mostaque’s bet: open small models, not one giant brain진행자 Sarah Guo, Elad GilStability AI’s founder tells No Priors why foundation models should be public infrastructure, why small models can beat giant ones, and what that means for media, medicine, and AGI.오픈소스와 커뮤니티Open-weight modelsMultimodal AI+3
40:00EN
Unsupervised Learning: With Jacob Effron팟캐스트The Winds of Change: How Mistral Plans to Win the Open-Model Era진행자 Jacob EffronArthur Mensch explains Mistral's open-source strategy, enterprise distribution, model research, and views on AI regulation and sovereignty.기업과 전략Open-source ecosystemsAI Strategy+3
1:12:15EN
Unsupervised Learning: With Jacob Effron팟캐스트The Open-Model Vibe Check: China, Containment, and the Data Moat진행자 Jacob EffronJacob Effron and guests debate Chinese open-weight models, distillation, containment policy, the OpenAI–Hugging Face incident, and Cursor's data advantage.오픈소스와 커뮤니티Open-weight modelsOpen-source ecosystems+3
45:27EN
No Priors: AI, Machine Learning, Tech, & Startups팟캐스트 · 2명The Agent State: How AI Flattened the Adversary Pyramid and Why Defenders Need Their Own Frontier Models진행자 Sarah Guo, Elad GilCrowdStrike CEO George Kurtz explains how low-skill attackers now wield nation-state tradecraft through AI agents, and how CrowdStrike and Nvidia are training security-specific models to fight back.보안과 안전AI security안전과 거버넌스+3
50:23EN
Unsupervised Learning: With Jacob Effron팟캐스트OpenAI’s Platform Bet: Where AI Value Accrues, Why Open Source Trails, and When Superintelligence Arrives진행자 Jacob EffronPeter Welinder explains OpenAI’s platform strategy, the case for proprietary frontier models over open source, the enterprise hallucination problem, and his speculative timeline for AGI and superintelligence.기업과 전략AGI TimelinesAI Strategy+3
1:34:27EN
Lenny's Podcast팟캐스트 · 2명Matt Mullenweg on Open Source Ideals, the WP Engine Fight and Why Llama Isn't Really Open게스트 Matt Mullenweg · 진행자 Lenny RachitskyThe WordPress co-creator and Automattic CEO gives his side of the WP Engine dispute, explains his open source philosophy, and talks AI, community building and acquisitions with Lenny Rachitsky.오픈소스와 커뮤니티Open-source ecosystemsOpen-weight models+3
33:31EN
No Priors: AI, Machine Learning, Tech, & Startups팟캐스트 · 2명Open Source Catches Up, Regulation Can Wait: Sarah Guo and Elad Gil Answer Listener Questions진행자 Sarah Guo, Elad GilTwo AI investors cover open-source models, autonomous agents, whether to regulate AI, where startups can win, and why healthcare innovation is so hard.기업과 전략Open-source ecosystemsOpen-weight models+3
1:17:31EN
Cognitive Revolution "How AI Changes Everything"팟캐스트Image AI Is Still at the GPT-2 Stage: Suhail Doshi on Building a Unified Vision Model진행자 Nathan LabenzPlayground AI's founder explains why image generation has barely begun to deliver real utility, and why his team is betting 2024 on editing and a single model that can create, edit and understand pixels.멀티모달과 미디어Generative mediaMultimodal AI+3