New to DSPy π Adding a Synthesizer class to generate synthetic data based on examples you provide! Provide 3-5 examples from a dataset to the Synthesizer and it'll understand the task, generate data for input fields, and the output fields. Works great with gpt-4-preview! You… https://t.co/YG2gaAaAPn https://t.co/vxBcSN0ptD
— Herumb Shandilya (@krypticmouse) Mar 2, 2024
I am going even further. Now, with a bit of meta-programming, I can dynamically create signatures on the fly and generate synthetic datasets based on pydantic models. Crazy nice to see it in action π₯ I propose to add the synthetic_data_generation function in the utils of DSPy.… https://t.co/ZxbQcE8FY9 https://t.co/FVJ9REzpiB https://t.co/46Bxc6pyDS
— Franck SN (@ndzfs) Mar 2, 2024
Looks like both @krypticmouse and @ndzfs have been independently developing synthetic dataset generators for DSPy optimizers. So today we got two PRs for this, with very different approaches! Community feedback welcome; maybe we can merge the two into one robust version? https://t.co/ws4oUykGod
— Omar Khattab (@lateinteraction) Mar 2, 2024
Deep Tech founders: As promised, I’m passing along my go-to investors I hope this can aid those struggling with traditional VCs These investors, who have supported me at Archer Aviation and Figure, fly under the radar yet are willing to make significant investments in deep… https://t.co/zChmzbA3SO
— Brett Adcock (@adcock_brett) Mar 2, 2024
RAG beyond basic chatbots π€π§π¬ In our latest webinar we're excited to feature four community projects that feature creative use cases of RAG for advanced knowledge synthesis and reasoning in a variety of practical use cases: 1. ADU Planner: https://t.co/teMjG0e9Zh 2. Counselor… https://t.co/rStG4q4AlA https://t.co/DcEXsBDiAJ
— LlamaIndex π¦ (@llama_index) Mar 2, 2024
Structured data like tables and graphs isn't just for spreadsheets anymore! πStructLM proposes a new way of using LLMs to process and interpret structured data sources, outperforming 14 out of 18 benchmark existing models. ππ Implementation 1️⃣ Created a large dataset focusing… https://t.co/IjpUROUBBO https://t.co/fyADAoBH0h
— Philipp Schmid (@_philschmid) Mar 2, 2024
Such a simple, but super powerful use-case for Midjourney. Making hyper personal posters π₯ https://t.co/4wAMltOVRP
— Linus (●α΄●) Ekenstam (@LinusEkenstam) Mar 1, 2024
