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3 diapositives4:42EN
Matthew Berman· 17 oct. 2023Connecting AutoGen to a Local Model With LM StudioMatthew Berman · Forward FutureMatthew Berman demonstrates an early local-model setup and explains where agent behavior still needs work.AgentsOpen-weight modelsInfrastructure et déploiement
30:03EN
No Priors: AI, Machine Learning, Tech, & Startups· 7 sept. 2023Podcast · 2 voixA Dinner-Plate Chip Cut Training From 60 Days to 3.5Anime : Sarah Guo, Elad GilCerebras CEO Andrew Feldman tells No Priors why wafer-scale silicon, not another GPU, is the answer to the compute crunch — and why most production models will stay at 13 billion parameters or below.Infrastructure et déploiementInferenceAI cost & performance+3
4 diapositives4:35EN
Matthew Berman· 5 sept. 2023Running WizardCoder on a Cloud GPU: A 2023 RunPod WalkthroughMatthew Berman · Forward FutureMatthew Berman demonstrates downloading a quantized 13B coding model into a hosted text-generation interface, then explains how to stop the pod and avoid ongoing charges.Modèles et entraînementInfrastructure et déploiementAgents de code
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No Priors: AI, Machine Learning, Tech, & Startups· 31 août 2023Podcast · 2 voixChatGPT Runs on His Framework. He Still Doesn't Want You Training a ModelAnime : Sarah Guo, Elad GilVercel founder Guillermo Rauch tells No Priors why frontend is the last mile of AI, why first-generation AI frameworks will be rewritten, and why bots are already stealing your tokens.Infrastructure et déploiementWorkflows de développement et testsObservabilité et fiabilité+3
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Cognitive Revolution "How AI Changes Everything"· 25 juil. 2023PodcastAlexNet Used Two GPUs. GPT-4 Took Twenty Thousand. The Shortage Will Be Back.Anime : Nathan LabenzRun:ai CTO Ronen Dar on filling idle accelerators, why H100s can be cheaper per experiment, and why Llama 2 undercuts compute governance.Infrastructure et déploiementAI cost & performanceDistributed training & inference+3
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Lex Fridman· 29 juin 2023Podcast · 2 voixWho owns the off switch? George Hotz on tinygrad, open-source AI, and GodInvité : George Hotz · Anime : Lex FridmanOn his third Lex Fridman podcast, the comma.ai and tiny corp founder argues that compute, intelligence, and the off switch should live in people's houses, not in a trusted few.Open source et communautéInfrastructure et déploiementOpen-source ecosystems+3
3 diapositives8:17EN
Matthew Berman· 22 juin 2023Using OpenLLM to Serve Open Models Through an APIMatthew Berman · Forward FutureMatthew Berman demonstrates a local model server, its interactive API and a Python client in a 2023 walkthrough.Open-weight modelsInferenceInfrastructure et déploiement+1
5 diapositives9:46EN
Matthew Berman· 19 juin 2023Installing Text Generation WebUI on Windows: A 2023 Local-Model WalkthroughMatthew Berman · Forward FutureMatthew Berman installs an early version of Text Generation WebUI, resolves setup errors and explains model downloads and interface settings. The steps and packages are historical; consult the project’s current documentation for a modern installation.Local inferenceOpen-weight modelsInfrastructure et déploiement+1
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Lex Fridman· 2 juin 2023Podcast · 2 voixPython Isn't Finished: Chris Lattner on Mojo and the Hardware MessInvité : Chris Lattner · Anime : Lex FridmanThe LLVM creator returns to Lex Fridman to argue that Python should grow C-like performance instead of forcing people out of the language.Infrastructure et déploiementAI platform engineeringSoftware engineering+3
6 diapositives11:49EN
Matthew Berman· 1 juin 2023Testing Wizard-Vicuna 30B: Responses, Reasoning, and CodeMatthew Berman · Forward FutureMatthew Berman examines a model marketed as uncensored, demonstrates a 2023 cloud setup, and runs an informal collection of tests.Modèles et entraînementÉvaluationsAI Safety+1
2 diapositives7:51EN
Matthew Berman· 30 mai 2023Running Guanaco 65B on a Cloud GPU with Runpod and Text Generation Web UIMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 workflow for renting a GPU, loading a quantized model and generating text. Model requirements, pricing and interfaces depend on the chosen version.Local inferenceInfrastructure et déploiementOpen-weight models+2
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Cognitive Revolution "How AI Changes Everything"· 25 mai 2023PodcastA Wafer-Scale Chip So AI Stops Waiting on AmdahlAnime : Nathan LabenzAndrew Feldman, CEO of Cerebras, tells Nathan Labenz why one 2.5-trillion-transistor die, sparse linear algebra, and a 16-machine supercomputer are a better shape than a GPU cluster.Infrastructure et déploiementInferenceAI cost & performance+3
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No Priors: AI, Machine Learning, Tech, & Startups· 24 mai 2023Podcast · 2 voixKevin Scott Seized Microsoft's GPU Budget, Bet on OpenAI, and Still Didn't See ChatGPT ComingAnime : Sarah Guo, Elad GilFive months after ChatGPT launched, Microsoft's CTO walked No Priors through the all-in bet, the Copilot stack, and why he is still bullish on jobs.Entreprise et stratégieAI StrategyIA en entreprise+3
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Jane Street· 23 mai 2023Ezio on Linux Engineering and Collaboration at Jane StreetEzio · Jane StreetA London engineer explains his team’s infrastructure work, the Pride community group and why new hires should ask questions.Infrastructure et déploiementCompany CultureCareers+1
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Jane Street· 10 mai 2023Rajan on IT, Collaboration and Learning at Jane StreetRajan · Jane StreetRajan describes the IT team's role supporting critical systems and the problem-solving skills he brought from studying chemistry.CareersCompany CultureInfrastructure et déploiement
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No Priors: AI, Machine Learning, Tech, & Startups· 20 avr. 2023Podcast · 2 voixJensen Huang: For 25 Years, 99 Percent Were Right. NVIDIA Bet on the 1 PercentAnime : Sarah Guo, Elad GilThe NVIDIA CEO tells No Priors how CUDA survived a decade without customers, why the company tries to stay lazy, and what he wants built for drugs and climate.Infrastructure et déploiementGPU programming & kernelsAI platform engineering+3
5 diapositives8:05EN
Matthew Berman· 29 mars 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 modelsModèles et entraînementInfrastructure et déploiement
37:26EN
No Priors: AI, Machine Learning, Tech, & Startups· 23 févr. 2023Podcast · 2 voixWithout Open Source, Machine Learning Would Be Decades BehindAnime : 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.Open source et communautéOpen-source ecosystemsOpen-weight models+3
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Jane Street· 12 sept. 2022Ella Ehrlich on Modernizing a Critical Trading SystemYaron Minsky, Ella Ehrlich · Jane StreetJane Street’s Gord team rebuilt parts of a legacy data pipeline while preserving availability, and Ehrlich describes the recruiting programs she helped develop.Software engineeringInfrastructure et déploiementObservabilité et fiabilité+1
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Lex Fridman· 27 avr. 2022Podcast · 2 voixThe Same Snapdragon That Flies on Mars Powers a Galaxy PhoneInvité : Cristiano Amon · Anime : Lex FridmanQualcomm CEO Cristiano Amon talks with Lex Fridman about 5G, Snapdragon, cars, the chip shortage, and how to map the border of your own competence.Infrastructure et déploiementSemiconductorsProduct Strategy+3
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Jane Street· 20 avr. 2022Doug Patti on State Machine Replication at Jane StreetYaron Minsky, Doug Patti · Jane StreetHow Concord and Aria use ordered logs and deterministic state machines to build recoverable trading services.Software engineeringInfrastructure et déploiementObservabilité et fiabilité
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Lex Fridman· 3 juin 2021Podcast · 2 voixVitalik Buterin Walked Away From Billions of Dog Coins — Then Mapped Ethereum's Next DecadeInvité : Vitalik Buterin · Anime : Lex FridmanIn a three-hour conversation with Lex Fridman, the Ethereum co-founder explains the Shiba Inu dump, proof of stake, rollups, and why he thinks most evil comes from fear.Infrastructure et déploiementCryptocurrencyPhilosophy
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Lex Fridman· 18 févr. 2021Podcast · 2 voixCraftsmanship, Graphs and Consciousness: Jim Keller on Building Computers That ThinkInvité : Jim Keller · Anime : Lex FridmanLegendary chip architect Jim Keller talks with Lex Fridman about design philosophy, the future of AI hardware, the human mind and how to live well.Infrastructure et déploiementAI researchConsciousness+3
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Lex Fridman· 18 oct. 2020Podcast · 2 voixProgramming Languages Are Bicycles for the MindInvité : Chris Lattner · Anime : Lex FridmanChris Lattner talks with Lex Fridman about Swift, LLVM, RISC-V, and why the next leap in computing is as much a language problem as a silicon one.Infrastructure et déploiementProgramming LanguagesSoftware engineering+3
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