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axiom92

550 karmajoined 11 năm trước
https://madaan.github.io

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axiom92
·4 ngày trước·discuss
What do you think about Grok 4.5 in comparison to Muse Spark 1.1?
axiom92
·8 tháng trước·discuss
https://www.reddit.com/r/ChatGPT/comments/14sqcg8/anyone_els...
axiom92
·8 tháng trước·discuss
This was integrated in gpt4 2 years ago:

https://www.reddit.com/r/ChatGPT/comments/14sqcg8/anyone_els...
axiom92
·8 tháng trước·discuss
And even before this work, there was "PAL: Program-aided Language Models" (https://arxiv.org/abs/2211.10435, https://reasonwithpal.com/).

Afaik PaLM (Google's OG big models) tried this trick, but it didn't work for them. I think it's because PaL used descriptive inline comments + meaningful variable names. Compare the following:

```python

# calculate the remaining apples

apples_left = apples_bought - apples_eaten

```

vs.

```python

x = y - z

```

We have ablations in https://arxiv.org/abs/2211.10435 showing that both are indeed useful (see "Crafting prompts for PAL").
axiom92
·9 tháng trước·discuss
You can do this at grok.com.

There is a "start thread" option below every conversation. You can also read the responses aloud (helpful if you want to do something async).
axiom92
·9 tháng trước·discuss
Yeah, that's the first formal reference I remember as well (although, BERT is probably the first thing NLP folks will think of after reading about diffusion).

I collected a few other text-diffusion early references here about 3 years ago: https://github.com/madaan/minimal-text-diffusion?tab=readme-....
axiom92
·11 tháng trước·discuss
From last neurips https://automix-llm.github.io/automix/
axiom92
·12 tháng trước·discuss
The demo was done live (as was everything else).