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4 Folien12:30EN
Matthew Berman· 7. März 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 Folien10:01EN
Matthew Berman· 5. Feb. 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
3 Folien7:43EN
Matthew Berman· 17. Juli 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
Folien9:19EN
Matthew Berman· 28. März 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 Folien13:34EN
Matthew Berman· 22. März 2024Open Interpreter’s 01 Lite: A Voice Interface for Computer ControlMatthew Berman · Forward FutureA 2024 product demonstration shows a voice-controlled assistant carrying out desktop workflows. Matthew Berman then tests the underlying Open Interpreter software and encounters both successes and errors.Computer usePersonal agentsOpen Source+1
3 Folien13:43EN
Matthew Berman· 9. Nov. 2023PrivateGPT 2.0: A 2023 Guide to Local Document Chat and Its RoadmapMatthew Berman, Iván Martínez · Forward FutureMatthew Berman demonstrates the 2023 PrivateGPT local setup, document ingestion and API, then speaks with project creator Iván Martínez about privacy and planned features.RAG & WissenLocal inferencePrivacy & data governance+2