4 ms·
That's just a matter of fine tuning
by swalsh 3y ago
That's just a matter of fine tuning
- seccode 3y agoDo you have an example model I could try that does this?
- ijustlovemath 3y agoThat "just" is doing some heavy lifting! GPT-4 is just a few matrix multiplications, how bad can their moat really be?
- swalsh 3y agoI'd bet a synthetic data set could do the job effectively.
- BoorishBears 3y agoNot sure what the snark here is for: It would be trivial to produce a dataset where the model asked you questions then fine-tune on that. People already do it with chain-of-thought and you could get away with a few dozen examples if you wanted to try this.
- BoorishBears 3y agoOut of boredom I decided to prove this too: I asked ChatGPT and Claude for ~200 samples in total. Just uploaded the examples as-is to OpenAI, selected 3.5 as the model to fine-tune and about 20 minutes later I had my model. Works fine, asks good questions, can ask more than 1 follow up question if needed, and actually changes its answers based on the clarifying questions. https://imgur.com/a/SsXunVN https://imgur.com/a/SsXunVN