What's this Apodex thing? (AMA prep) (www.reddit.com via reddit)
model roundup
Qwen 3.5
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A sticky popped up "Hey, AMA today". At first I thought I missed something, but I didn't see a single mention of it here so far, aside from having never heard of it.
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Reducing Sycophancy in Qwen and Gemma Using Runtime Activation Steering (www.reddit.com via reddit)
So I was testing this technique of runtime steering on tiny versions of Qwen 3.5 and Gemma 4 (2B and 4B). Basically, without changing the weights (like with Heretic/ablation, for example), we steer the model in the opposite direction of a…
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Show HN: Sktime-CLI A command line tool to do all time-series tasks (github.com via hn)
I am a contributor and part time employee at sktime, a framework for all time series related tasks, but it is collection of large number of estimators which sometimes make it difficult for new commers or people who want to do simple task t…
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clean your dust bunnies (www.reddit.comhttps)
Qwen 3.5 opus 4.6 distilled said I need to give him some maintenance. Featuring the wolfbox
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Best model you can run on a 16gb phone? (www.reddit.com via reddit)
Qwen 3.5 9B q6?
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Qwen 3.5 4B IQ2_XS: +16.67% Reasoning Performance From Tensor-Level Allocation (www.reddit.com via reddit)
I was finally able to replicate tensor level allocation outside the Gemma family. https://huggingface.co/ByteOtter/Qwen3.5-4B-CADA-IQ2_XS After the Gemma 4 12b, e4b and gemma 3 4b results, I attempted to expand into qwen and ran into a few…
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Show HN: Building a full agentic harness around a 4B model is hard (orvena.app via hn)
Around 3 months ago, we were thinking why none of the iPhone apps running an LLM are built as a full harness (as in inference + agentic loop + context management + tools + MCP servers and etc.). It became more interesting when we noticed e…