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4 diapositives8:53EN
Matthew Berman· 8 juil. 2024RouteLLM: Routing Queries Between Strong and Cheaper ModelsMatthew Berman · Forward FutureMatthew Berman explains a 2024 research framework that uses preference data to choose a model for each query.Model routing & gatewaysAI cost & performanceÉvaluations+2
Diapositives0:38EN
Matthew Berman· 5 juil. 2024Turning Simple Landscape Sketches into Images with NVIDIA CanvasMatthew Berman · Forward FutureMatthew Berman demonstrates NVIDIA Canvas, which uses GauGAN technology to turn material-labeled brushstrokes into landscape images.Generative mediaComputer VisionLocal inference
6 diapositives14:30EN
Matthew Berman· 3 juil. 2024Retrieval-Augmented Generation: External Knowledge, Embeddings and SearchMatthew Berman · Forward FutureMatthew Berman introduces RAG using customer-service, company-document and automotive-manual examples, then explains vector retrieval and agents.Génération augmentée par récupérationEmbeddingsSearch & retrieval+1
5 diapositives13:30EN
Matthew Berman· 2 juil. 2024AI News in July 2024: Smart Glasses, Robot Skin and Model RoutingMatthew Berman, Mark Zuckerberg · Forward FutureMatthew Berman surveys early plans for AI glasses, robotics demonstrations, generative video and RouteLLM's model-routing results.RoboticsAI agentsModèles et entraînement+2
6 diapositives11:20EN
Matthew Berman· 1 juil. 2024Matthew Berman Adapts Mixture of Agents to Groq InferenceMatthew Berman · Forward FutureA 2024 tutorial changes an open-source multi-model ensemble to use Groq, then tests its interactive output and fixes a streaming error.Multi-agent systemsAgent orchestrationInference+1
3 diapositives9:06EN
Matthew Berman· 28 juin 2024Testing Nemotron-4 340B: Synthetic Data and a Handful of Reasoning TasksMatthew Berman · Matthew BermanMatthew Berman reviews NVIDIA’s 2024 model family for synthetic data and tries a small set of coding, arithmetic and logic prompts.Synthetic dataModèles et entraînementBenchmarks+1
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Matthew Berman· 27 juin 2024NVIDIA Tools for Game Streaming and Video EffectsMatthew Berman · Forward FutureIn a sponsored 2024 short, Matthew Berman describes hardware video encoding and NVIDIA Broadcast features for streamers.Creator EconomyGenerative mediaInfrastructure et déploiement
4 diapositives9:15EN
Matthew Berman· 26 juin 2024OpenWorm, Neural Connectomes and the Simulation HypothesisMatthew Berman · Forward FutureMatthew Berman explores an open-source C. elegans modeling project and asks philosophical questions about simulating life, consciousness and reality.Simulation HypothesisNeuroscienceComputational Biology+1
6 diapositives10:57EN
Matthew Berman· 24 juin 2024Testing Claude 3.5 Sonnet: Coding, Reasoning, and VisionMatthew Berman · Forward FutureMatthew Berman puts Anthropic’s June 2024 model through informal coding, math, puzzle, and image-understanding prompts.ÉvaluationsAgents de codeMultimodal AI+2
5 diapositives12:55EN
Matthew Berman· 23 juin 2024Testing Mixture-of-Agents on Coding, Arithmetic and ReasoningMatthew Berman · Forward FutureMatthew Berman tries a multi-model setup on his informal LLM rubric and finds strong individual answers alongside coding and counting failures.Multi-agent systemsModèles et entraînementÉvaluations+1
4 diapositives16:11EN
Matthew Berman· 22 juin 2024AI News in June 2024: SSI, Tree Search, Meta, Claude and ARC PrizeMatthew Berman · Forward FutureMatthew Berman reviews new AI research, product launches and a competition, with context on historical benchmarks and uncertain claims.AI researchModèles et entraînementAI Safety+2
4 diapositives16:49EN
Matthew Berman· 21 juin 2024How Apple's On-Device and Private Cloud Models WorkMatthew Berman · Forward FutureMatthew Berman examines Apple's 2024 foundation-model overview, from training data and quantization to task adapters and human evaluations.Local inferenceModèles et entraînementPrivacy & data governance+1
5 diapositives13:18EN
Matthew Berman· 20 juin 2024Testing Local AI on a Dual RTX 6000 WorkstationMatthew Berman · Forward FutureMatthew Berman tests language models, concurrent inference, and image generation on a Dell Precision tower supplied by Dell and NVIDIA.Local inferenceInferenceModèles et entraînement+2
3 diapositives16:06EN
Matthew Berman· 18 juin 2024AI News: Video Generation, Apple Intelligence, Robotics and DeepSeek Coder V2Matthew Berman · Forward FutureMatthew Berman reviews a week of launches and research, from Luma and Runway to NVIDIA, robotics and coding models.Generative mediaRoboticsOpen-weight models+1
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Matthew Berman· 17 juin 2024ASM and the Equipment Behind Semiconductor ManufacturingMatthew Berman · Forward FutureIn an ASM-sponsored short, Matthew Berman highlights the machinery and people involved in making the chips used in everyday devices.SemiconductorsInfrastructure et déploiement
27:37EN
Matthew Berman· 17 juin 2024Leo Pekelis on Extending Llama 3 to a Million-Token ContextMatthew Berman, Leo Pekelis · Forward FutureGradient’s chief scientist explains long-context training, coding use cases, inference costs and why retrieval benchmarks tell only part of the story.Ingénierie du contexteModèles et entraînementInference+2
7 diapositives1:01:30EN
Matthew Berman· 13 juin 2024Leopold Aschenbrenner’s 2024 Forecast for AGI, Superintelligence and SecurityMatthew Berman · Forward FutureMatthew Berman examines Situational Awareness, its extrapolation to automated AI research, and the industrial, geopolitical and alignment challenges it envisions.AGI TimelinesScaling LawsAI Alignment+2
Diapositives35:27EN
Matthew Berman· 11 juin 2024Apple Intelligence at WWDC 2024: Siri, Privacy and ChatGPTMatthew Berman · Forward FutureMatthew Berman examines Apple’s 2024 AI announcements, emphasizing cross-app actions, on-device processing, Private Cloud Compute and the ChatGPT integration.AI agentsAI interface designProduit et UX
6 diapositives17:03EN
Matthew Berman· 8 juin 2024Qwen2 0.5B and 72B: A Hands-On ComparisonMatthew Berman · Forward FutureMatthew Berman tests coding, arithmetic and reasoning prompts on the smallest and largest Qwen2 models in a 2024 demonstration.Open-weight modelsBenchmarksLocal inference+2
2 diapositives0:53EN
Matthew Berman· 7 juin 2024NVIDIA’s Computex Keynote: Digital Humans, Weather and RoboticsMatthew Berman · Forward FutureMatthew Berman briefly reviews Jensen Huang’s announcements on AI-generated characters, weather modeling, Blackwell hardware and factory robots.Generative mediaInfrastructure et déploiementRobotics
3 diapositives21:13EN
Matthew Berman· 6 juin 2024AI Workers’ Right to Warn and the Debate Over AGI SafetyMatthew Berman · Forward FutureMatthew Berman examines a 2024 open letter on speaking up about AI risks alongside predictions from former OpenAI employees Leopold Aschenbrenner and Daniel Kokotajlo.AI SafetyAI RegulationModel Interpretability+2
Diapositives0:59EN
Matthew Berman· 6 juin 2024NVIDIA’s Computex 2024 AI AnnouncementsMatthew Berman · Forward FutureMatthew Berman reviews gaming assistants, digital characters, AI laptops and developer tools in an NVIDIA partner video.AI interface designGenerative mediaInfrastructure et déploiement
5 diapositives1:13:59EN
Matthew Berman· 5 juin 2024Jensen Huang’s Computex 2024 Vision: NIM, Blackwell and Physical AIMatthew Berman, Jensen Huang · Forward FutureMatthew Berman presents NVIDIA’s keynote on AI infrastructure, digital humans, weather simulation and robot factories, with the demonstrations and vendor claims in context.SemiconductorsInfrastructure et déploiementRobotics+2
3 diapositives14:25EN
Matthew Berman· 2 juin 2024Testing Phi-3 Vision, LLaVA-Llama 3 and GPT-4o on ImagesMatthew Berman · Forward FutureMatthew Berman compares three 2024 vision setups on image descriptions, screenshots, a meme and table extraction, with mixed results.Vision et vidéoMultimodal AIOpen-weight models+2
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