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4 Folien4:35EN
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.Modelle & TrainingInfrastruktur & DeploymentCoding-Agenten
38:13EN
No Priors: AI, Machine Learning, Tech, & Startups· 31. Aug. 2023Podcast · 2 StimmenChatGPT Runs on His Framework. He Still Doesn't Want You Training a ModelModeration: 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.Infrastruktur & DeploymentEntwicklungs-Workflows & TestsObservability & Zuverlässigkeit+3
1:01:26EN
Cognitive Revolution "How AI Changes Everything"· 25. Juli 2023PodcastAlexNet Used Two GPUs. GPT-4 Took Twenty Thousand. The Shortage Will Be Back.Moderation: Nathan LabenzRun:ai CTO Ronen Dar on filling idle accelerators, why H100s can be cheaper per experiment, and why Llama 2 undercuts compute governance.Infrastruktur & DeploymentAI cost & performanceDistributed training & inference+3
3:08:46EN
Lex Fridman· 29. Juni 2023Podcast · 2 StimmenWho owns the off switch? George Hotz on tinygrad, open-source AI, and GodGast: George Hotz · Moderation: 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 & CommunityInfrastruktur & DeploymentOpen-source ecosystems+3
3 Folien8:17EN
Matthew Berman· 22. Juni 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 modelsInferenceInfrastruktur & Deployment+1
5 Folien9:46EN
Matthew Berman· 19. Juni 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 modelsInfrastruktur & Deployment+1
3:34:03EN
Lex Fridman· 2. Juni 2023Podcast · 2 StimmenPython Isn't Finished: Chris Lattner on Mojo and the Hardware MessGast: Chris Lattner · Moderation: 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.Infrastruktur & DeploymentAI platform engineeringSoftware engineering+3
6 Folien11:49EN
Matthew Berman· 1. Juni 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.Modelle & TrainingEvalsAI Safety+1
2 Folien7:51EN
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 inferenceInfrastruktur & DeploymentOpen-weight models+2
1:20:49EN
Cognitive Revolution "How AI Changes Everything"· 25. Mai 2023PodcastA Wafer-Scale Chip So AI Stops Waiting on AmdahlModeration: 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.Infrastruktur & DeploymentInferenceAI cost & performance+3
54:56EN
No Priors: AI, Machine Learning, Tech, & Startups· 24. Mai 2023Podcast · 2 StimmenKevin Scott Seized Microsoft's GPU Budget, Bet on OpenAI, and Still Didn't See ChatGPT ComingModeration: 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.Unternehmen & StrategieAI StrategyEnterprise-KI+3
6:42EN
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.Infrastruktur & DeploymentCompany CultureCareers+1
3:03EN
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 CultureInfrastruktur & Deployment
52:11EN
No Priors: AI, Machine Learning, Tech, & Startups· 20. Apr. 2023Podcast · 2 StimmenJensen Huang: For 25 Years, 99 Percent Were Right. NVIDIA Bet on the 1 PercentModeration: 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.Infrastruktur & DeploymentGPU programming & kernelsAI platform engineering+3
5 Folien8:05EN
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
37:26EN
No Priors: AI, Machine Learning, Tech, & Startups· 23. Feb. 2023Podcast · 2 StimmenWithout Open Source, Machine Learning Would Be Decades BehindModeration: 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 & CommunityOpen-source ecosystemsOpen-weight models+3
1:00:28EN
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 engineeringInfrastruktur & DeploymentObservability & Zuverlässigkeit+1
1:09:10EN
Lex Fridman· 27. Apr. 2022Podcast · 2 StimmenThe Same Snapdragon That Flies on Mars Powers a Galaxy PhoneGast: Cristiano Amon · Moderation: 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.Infrastruktur & DeploymentSemiconductorsProduct Strategy+3
1:12:09EN
Jane Street· 20. Apr. 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 engineeringInfrastruktur & DeploymentObservability & Zuverlässigkeit
3:02:00EN
Lex Fridman· 3. Juni 2021Podcast · 2 StimmenVitalik Buterin Walked Away From Billions of Dog Coins — Then Mapped Ethereum's Next DecadeGast: Vitalik Buterin · Moderation: 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.Infrastruktur & DeploymentCryptocurrencyPhilosophy
2:39:15EN
Lex Fridman· 18. Feb. 2021Podcast · 2 StimmenCraftsmanship, Graphs and Consciousness: Jim Keller on Building Computers That ThinkGast: Jim Keller · Moderation: 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.Infrastruktur & DeploymentAI researchConsciousness+3
2:46:57EN
Lex Fridman· 18. Okt. 2020Podcast · 2 StimmenProgramming Languages Are Bicycles for the MindGast: Chris Lattner · Moderation: 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.Infrastruktur & DeploymentProgramming LanguagesSoftware engineering+3
44:34EN
Jane Street· 14. Okt. 2020Chris Perl on Keeping Network Clocks in SyncYaron Minsky, Chris Perl · Jane StreetHow NTP, PTP and hardware timestamps work together to keep Jane Street’s clocks within a measurable error bound.Infrastruktur & DeploymentObservability & ZuverlässigkeitSoftware engineering
1:02:18EN
Jane Street· 23. Sept. 2020Brian Nigito on Multicast and the Architecture of MarketsYaron Minsky, Brian Nigito · Jane StreetWhy exchanges use ordered event streams, multicast and specialized networking to distribute market data quickly and fairly.Infrastruktur & DeploymentSoftware engineeringInvesting
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