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4 slides12:30EN
Matthew Berman· Mar 7, 2025QwQ-32B: A Smaller Reasoning Model and Its TradeoffsMatthew Berman · Forward FutureMatthew Berman examines Qwen’s reinforcement-learning recipe, tests a coding task, and compares benchmark scores and hardware requirements with DeepSeek-R1.Reasoning & test-time computeReinforcement LearningOpen Source+2
5 slides10:01EN
Matthew Berman· Feb 5, 2025DeepSeek R1 Code Optimization and a $3 Visual Counting ExperimentMatthew Berman · Forward FutureMatthew Berman examines a human-guided coding improvement and a small reinforcement-learning experiment, then considers their implications for AI research.Reinforcement LearningGPU programming & kernelsAI research+2
Slides16:45EN
Matthew Berman· Jan 27, 2025DeepSeek-R1 and the Debate Over AI Costs and ComputeMatthew Berman · Forward FutureMatthew Berman examines the January 2025 reaction to an open-weight reasoning model, disputed cost claims and competing views of future demand for AI chips.Foundation ModelsReasoning & test-time computeOpen Source+1
3 slides7:43EN
Matthew Berman· Jul 17, 2024How to Run STORM for AI-Assisted ResearchMatthew Berman · Forward FutureMatthew Berman demonstrates Stanford’s research tool, from its 2024 local setup to a cited article about dogs. The interface runs locally, while his demonstration relies on external AI and search APIs.AI agentsAI researchOpen Source+1
Slides9:19EN
Matthew Berman· Mar 28, 2024Trying an Open-Source Answer Engine with Groq and OllamaMatthew Berman · Forward FutureMatthew Berman installs a Perplexity-inspired search app, demonstrates a hosted-model configuration and attempts an unfinished local-model integration.Search & retrievalLocal inferenceOpen Source+2
3 slides6:56EN
Matthew Berman· Feb 7, 2024Why Meta Said Open AI Infrastructure Serves Its BusinessMatthew Berman, Mark Zuckerberg · Forward FutureMatthew Berman revisits Meta’s open-development history and Mark Zuckerberg’s 2024 case for sharing AI infrastructure.Open SourceOpen-weight modelsAI Strategy+2
6 slides5:14EN
Matthew Berman· Aug 7, 2023Install AudioCraft Locally: A 2023 MusicGen and AudioGen WalkthroughMatthew Berman · Forward FutureMatthew Berman demonstrates a Mac setup for generating music and sound effects, with historical commands and licensing context.Generative mediaLocal inferenceOpen Source