Test-Time Scaling (TTS) is an important method for improving the performance of Large Language Models (LLMs) by using additional computation during the inference phase. However, current studies do not systematically analyze how policy models, Process Reward Models (PRMs), and problem difficulty influence TTS. This lack of analysis limits the understanding and practical use of TTS methods. In this paper, we focus on two core questions: (1) What is the optimal app ... ⌘ Read more
Test-Time Scaling (TTS) is an important method for improving the performance of Large Language Models (LLMs) by using additional computation during the inference phase. However, current studies do not systematically analyze how policy models, Process Reward Models (PRMs), and problem difficulty influence TTS. This lack of analysis limits the understanding and practical use of TTS methods. In this paper, we focus on two core questions: (1) What is the optimal app ... ⌘ Read more
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opensource links
https://github.com/bitwarden/authenticator-android https://github.com/bitwarden/authenticator-ios
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This is a small plugin for Simon Willison’s llm utility. It uses staged Git changes and generates a commit message using a LLM.
You can do things like:
git add . # Stage your changes
llm commit # Automatically generate a commit message from the staged diff
llm commit –model gpt-4 –max-tokens 150 –temperature 0.8 –yes
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Obviously blockchain-adjacent, but not an on-chain attack, and may be interesting to folks.
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Context, discussed very recently on Lobsters: https://lobste.rs/s/07jh0c/uk\_demands\_apple\_break\_encryption\_allow
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Feel free to tell what you plan on doing this weekend and even ask for help or feedback.
Please keep in mind it’s more than OK to do nothing at all too! ⌘ Read more
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Howdy folks!
I wrote a native app for Lobste.rs to give back to the fantastic community and was wondering if I could have the opportunity for some feedback. It is still very early days but here is a list of things that work:
- Read only access to the trending, active & new tabs.
- Comments for the said tabs.
- Infinite loading for data in the said tabs.
- Offline caching for when you need to read stuff but don’t have internet.
What I want to add in the future:
- User login! It would be nice to interac ... ⌘ Read more
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I have been conducting a series of interviews with people who have been influential in hypermedia:
https://htmx.org/essays#interviews
my latest interview is with Leonard Richardson, who created the Richardson Maturity Model for RESTful APIs
I hope you enjoy it!
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PDF was extracted from an archive on http://www.collyer.net/who/geoff/9/, that’s why it’s hosted on my web site.
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