#VerbalizedSampling - Twitter Hashtag

9 months ago

@alex_prompter Author here – thanks for the great writeup Alex! 🙏 Resources: For a quickstart, Colab, blog, demos, protips, chat, and more: https://t.co/ZHcnVgn47r Best #VerbalizedSampling results in the next 24+ hours get featured in our gallery (& maybe v2 paper 👀)

Weiyan Shi

@shi_weiyan

9 months ago

New paper: You can make ChatGPT 2x as creative with one sentence. Ever notice how LLMs all sound the same? They know 100+ jokes but only ever tell one. Every blog intro: "In today's digital landscape..." We figured out why – and how to unlock the rest 🔓 Copy-paste prompt: 🧵

59

1K

155

2K

285K

1

32

2

16

4K

Weiyan Shi

@shi_weiyan

9 months ago

Here are some great practical tips to implement #VerbalizedSampling ! Also try out our colab 🔧: https://t.co/XefBS8NjlB

Derek Chong

@dch

9 months ago

Author here – I've been using VS for months, and it still surprises me how well this works on everything. Ideation, simulation, multi-turn dialogue, creative writing. It all works! I've also been amazed by how great this makes LLMs as a creative partner. Some practical tips: 🧵

3

53

9

60

10K

0

3

2

0

1K

Weiyan Shi

@shi_weiyan

9 months ago

Thanks Ari! Now the problem with no name finally got one: Typicality bias! It explains 🎯why different models collapse similarly 🎯why various benchmarks fail to detect it, and 🎯why we must rethink how we collect preference data! (images generated by #VerbalizedSampling)

shi_weiyan's tweet photo. Thanks Ari! Now the problem with no name finally got one: Typicality bias!

It explains
🎯why different models collapse similarly
🎯why various benchmarks fail to detect it, and
🎯why we must rethink how we collect preference data!

(images generated by #VerbalizedSampling) https://t.co/XwaXxn15A8

Ari Holtzman

@universeinanegg

9 months ago

I will make a generative model that can transcend typicality bias or I will die trying Congrats to Weiyan and co. for an awesome paper thay nicely describes this and begins to treat it :)

1

28

2

10

9K

1

15

2

7

3K

Weiyan Shi

@shi_weiyan

9 months ago

Try it now → Best replies in the next 48 hours get featured in our gallery (& maybe v2 paper 👀) 💻 Quickstart and Colab: https://t.co/D1cyh9m0PY 🎮 pip install verbalized-sampling Package includes LangChain integration + tunable diversity knobs! #VerbalizedSampling

8

80

6

79

14K

Top Tweets for #VerbalizedSampling

Last Seen Hashtags on Sotwe

Trends for you

Most Popular Users