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Guided generation is called "Structured Output" by other providers? Well partially generated content streaming thing is great and I haven't seen it anywhere el
by 0x457 1y ago
Guided generation is called "Structured Output" by other providers?
Well partially generated content streaming thing is great and I haven't seen it anywhere else.
- ApolloVonZ 1y agoSorry if I didn’t use the correct terms. Didn’t catch up on all the terminology coming from my native language. ;) But yes, I agree, the fact that parts, different parameters, of the model can be completed asynchronous by streaming the output of the model, is quite unique. Apple/swift was late with async/await, but putting it all together, it probably plays well with the ‘never’ (I know ) asynchronous and reactive coding.
- astrange 1y agoAn issue with this is that model quality can get a lot lower when you force it into a structured form, because it's out of distribution for the model. (I'm pretty sure this is actually what drove Microsoft Sydney insane.) Reasoning models can do better at this, because they can write out a good freeform output and then do another pass to transform it.
- 0x457 1y agoI have this toy agent I'm writing, I always laugh that I, human, write a code that generates human-readable markdown, that I feed to llm where I ask it to produce a json, so I can parse (by code I, or it wrote) and output in a consistent human-readable form. I'm thinking about let it output freeform and then use another model to use to force that into structured.
- astrange 1y agoIIRC yaml is easier for models than json because you don't need as much recursive syntax.
- t1amat 1y agoI doubt this is true anymore, if ever. Both require string escaping, which is the real hurdle. And they are heavily trained on JSON for tool calling.
- 0x457 1y agoI believe it could be true because I think training dataset contained a lot more yaml than json. I mean...you know how much yaml get churned out every second?
- zos_kia 1y agoI've found this approach brings slightly better result indeed. Let the model "think" in natural language, then translate it's conclusions to Json. (Vibe checked, not benchmarked)