People: Me Idea: Tested whether local/open-source models can handle real marketing strategy work using CrewAI as the orchestration layer. Details: * Wanted to see how open source tools do for automating some tasks in marketing * Used gpt-oss-120b as the backbone model * Ran everything through CrewAI for agent orchestration * Got Joe&
People: Me Idea: I wanted to see how well the Qwen3-32B model runs on an AMD 7900XTX using different quantization formats and inference backends—spoiler: AWQ is not the move on this generation of consumer AMD card. Details: * Tested on a host system with Ubuntu 24.04 with ROCm 7.
People David Idea Part of our work in the Kumubot cluster involves being able to work on both text as well as audio recordings - the idea was the figure out the capabilities of Qwen3-Omni on our Blackwell hardware Details * Blackwell software support (at least for the RTX 6000 Pro)
People David Idea Joe wanted to know what the capabilities of https://github.com/HKUDS/AI-Trader look like in the context for local LLMs Details * Looks like the assumption of the repo is that you can test multiple AI in agentic fashion against historical stock market data over a period
People: David Idea: To setup our Kumubot cluster, I went down a rabbit hole benchmarking different quantization methods for Qwen3 8B and 32B models to see which ones actually deliver the best accuracy-to-speed tradeoff in real-world use Details: • ExLlamaV3-4bpw surprisingly beat even BF16 on LiveBench accuracy (60.0 vs 58.