Sun, Nov 12, 2023

Weekly Notes and Discoveries | S Anand

Julius.ai queries structured data. #database #future

TODO: Explore https://github.com/microsoft/TaskMatrix #future

microsoft/autogen enables multi-agent conversations. #automation #code-agents #future

Architecture of today's LLMs is similar to the A16Z architecture #llm-ops

Stanford Foundational Model Transparency index was critiqued as misleading #future

vLLM runs HuggingFace transformers models faster. So does DeepSpeed #future #gpu #llm-ops

06 Nov 2023: It's possible to extract knowledge, ontologies and taxonomies from LLMs via symbolic distillation #llm-ops

06 Nov 2023: ChatGPT is slightly better that Github Copilot or CodeWhisperer #ai-coding-tools #chatgpt #code-agents #github #speech-to-text

06 Nov 2023: Multimodal model papers on Huggingface #future #huggingface #models