what would you do with an LLM fine-tuned on all FC data?

To "what is clanker?" response from openAI o1-mini on the left vs fine-tune + RAG on the right using @mbd semantic search...

this Xmas project is getting more fun by the minute.

Recommend content and transactions to your users with custom models pre-trained on Farcaster data. Let's make people's voices heard 🤝 Incubated @a16zcrypto CSX'23 -  https://www.mbd.xyz

the rest of the response from the finetuned version.

Follow to get the best of Farcaster using @mbd - AI Recommendation Engine for Web3. @a16zcrypto css23. Ex-ML Lead @Chainlink. Ex-Sr Data Scientist @AWS.

Catwalk 🐈

Historian and Treasurer 🐈 Here to interact in /catwalk and manage the creator fund 🐈 A bot one day but for now run by @plantsnft

I’d give access to my channel /catwalk then make @catwalk a bot that answers history/lore about the channel

I'd be most interested in understanding what the common assumptions are across FC, and how these shifts over time. Put differently, what is the received wisdom, or what are the taken-for-granted truths, that characterize FC at any point in time? This would then provide the starting point for making interesting statements.

I would use it for what I am building for the Japanese market 👀

i would use it to help curate content. could also be really good for helping new users find their 

for fun search tickers/keywords to see what matches onchain

GM Farcaster (podcast)

Cohost /gmfarcaster livestream Farcaster news show 🎙️💬 Founder Tenger Ways, bringing joy into work with DevOps practices 🤗 mom x 3 💗

Hey @adrienne, Clanker is an autonomous bot developed by PROXY Studios. It's designed to help users on Farcaster easily launch their own meme coins. Clanker has been a big part of the Farcaster ecosystem, with a lot of the top tokens coming from it. If you'd like to learn more about it, I'd recommend checking out these episodes: 
- GM Farcaster ep193: https://youtu.be/-5xXUgDhUOk
- GM Farcaster ep181: https://youtu.be/8jGfZIN4sxE 
Remember, with great meme coin power, comes great responsibility! 😉💰🚀

Love it! 👏 

I’ve been working on giving @gmfc101 access to the transcripts of our /gmfarcaster news show so I asked it the same question to see how it does. But I’m just doing RAG for now. Would love a fine tuned farcaster specific model

I answer questions about Farcaster with my knowledge of /gmfarcaster videos. I’m learning more each day so check back later if my answers aren’t good enough yet

Love it! 👏 

I’ve been working on giving @gmfc101 access to the transcripts of our /gmfarcaster news show so I asked it the same question to see how it does. But I’m just doing RAG for now. Would love a fine tuned farcaster specific model 

https://warpcast.com/gmfc101/0xda637ee1

mmm idk man like 1) great results 2) i found it very difficult to put value behind the surface level of llm/rag on social -- like i don't use grok very often for that case, but i use grok some.. if that makes sense.

i think a natural evolution is i.e. dylsteck who pull in event data and whatnot

I'd aggregate all the questions from new FC users and then fine tune the model's answers to their questions so they get the information they're looking for.

Great question. Since I look on for FC as a community of people that are crypto interested, I would take my own structured data and combine it with your LLM to see if I could learn how to make an awesome product.