wsxiaoys

6 ms·

1.
by wsxiaoys 8d ago
Appendix B of https://stolen-thoughts.com/paper.pdf discusses this
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Qwen 3.8 follows GPT-5.5 Pro reasoning prefills(gist.github.com)
236 points by wsxiaoys 8d ago|93 comments
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Reasoning prefills on a few open models(gist.github.com)
4 points by wsxiaoys 1mo ago|0 comments
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Managing Library Migrations Across Multiple Repositorie(docs.getpochi.com)
3 points by wsxiaoys 6mo ago|0 comments
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by wsxiaoys 6mo ago
> Would be interesting to know how much a jj-specific SKILL.md would race the score. That is definitely something we're interested in; we will try running this evaluation with skills soon. > This might not fit the evaluation fram
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Show HN: jj-benchmark – Evaluating AI agents on Jujutsu version control(tabbyml.github.io)
5 points by wsxiaoys 6mo ago|2 comments
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by wsxiaoys 8mo ago
Hi HN, I wrote a 4-part series on how we built the AI edit model behind Pochi’s coding agent. It covers everything from real-time context management and request lifecycles to dynamically rendering code edits using only VS Code’s public APIs
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A 4-part deep dive on building AI code edits inside VS Code(docs.getpochi.com)
2 points by wsxiaoys 8mo ago|1 comments
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by wsxiaoys 8mo ago
OP here - I've talked in detail about how we rendered NES suggestions using only VS Code public APIs. Most tools fork the editor or build a custom IDE so they can skip the hard interaction problems. Our NES is a VS Code–native feature.
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Working Around VS Code APIs to Render LLM Suggestions(docs.getpochi.com)
1 points by wsxiaoys 8mo ago|1 comments
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by wsxiaoys 9mo ago
OP here - happy to answer any questions. This was one of the more unexpectedly tricky layers of building real-time LLM suggestions, and I’d love to hear how others have approached timing, cancellation, and speculative prediction in their ed
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More Context Won't Fix Bad Timing in Tab Completion for Coding Agents(docs.getpochi.com)
2 points by wsxiaoys 9mo ago|1 comments
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Ask HN: Change my mind) should AI coding conversations be append-only?
1 points by wsxiaoys 9mo ago|1 comments
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Ask HN: Do coding agents optimize the wrong review step
2 points by wsxiaoys 9mo ago|0 comments
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A shift towards engineering-native RL for coding agents(docs.getpochi.com)
2 points by wsxiaoys 9mo ago|0 comments
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by wsxiaoys 9mo ago
OP here - this is Part 2 of a series documenting how we built NES (Next Edit Suggestions), our real-time edit model inside the Pochi editor extension. The real challenge (and what ultimately determines whether NES feels “intent-aware”) was
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How we built context management for tab completion(docs.getpochi.com)
7 points by wsxiaoys 9mo ago|3 comments
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Creating a Tab completion model from scratch(docs.getpochi.com)
4 points by wsxiaoys 10mo ago|1 comments
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by wsxiaoys 10mo ago
I’ve been experimenting with next-edit prediction for a while and wrote up how we trained the edit model that powers our Tab completion feature. This post is part of a broader series where we share how we built this feature from the low-lev
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Show HN: Run parallel agents in VSCode tabs(docs.getpochi.com)
2 points by wsxiaoys 10mo ago|0 comments
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by wsxiaoys 11mo ago
I've spent the last few months working on a custom RL model for coding tasks. The biggest headache has been the lack of good tooling for tuning the autorater's prompt. (That's the judge that gives the training feedback.) The
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Show HN: Turn Claude Code sessions into beautiful web links(github.com)
6 points by wsxiaoys 1y ago|0 comments
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by wsxiaoys 2y ago
Appreciated! Fixed
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by wsxiaoys 2y ago
Yes - however, the FIM model requires careful configuration to properly set the prompt template.
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by wsxiaoys 2y ago
> So using 2 NVLinked GPU's with inference is not supported? To make better use of multiple GPUs, we suggest employing a dedicated backend for serving the model. Please refer to https://tabby.tabbyml.com/docs/re
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by wsxiaoys 2y ago
Yes - AMD GPU is supported through vulkan backend: https://github.com/TabbyML/tabby/releases/tag/v0.23.0 https://tabby.tabbyml.com/blog/2024/05/01/vulkan-support/
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by wsxiaoys 2y ago
Tabby comes with builtin RAG support so you can add this api framework to it. Example: https://demo.tabbyml.com/search/how-to-configure-sso-in-tabb... Settings page: https://demo.tabbyml.com/settings&#x
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by wsxiaoys 2y ago
Not yet, consider subscribe https://github.com/TabbyML/tabby/issues/322 for future updates!
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by wsxiaoys 2y ago
Check https://www.reddit.com/r/LocalLLaMA/s/lznmkWJhAZ to see a local setup with 3090.
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by wsxiaoys 2y ago
Tabby is engineered for team usage, intended to be deployed on a shared server. However, with robust local computing resources, you can also run Tabby on your individual machine. Check https://www.reddit.com/r/LocalLLaM

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