model roundup
Qwen 3
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[Disclaimer: i am totally avoiding fish audio s2 pro because its not a real open-sourced model(non commercial license)] So the context is i asked many ai to give me best tts model as of now but most of it said qwen 3 tts, and voxtral etc.…
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For anyone running agents (coding or otherwise) who'd rather pay a flat fee than meter tokens. Two tiers, both flat fee, both unlimited: OpenClaw ($7/mo) - Nemotron-3-Nano-Omni-30B-A3B - 128K context - For general-purpose agents: research,…
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Started this as a personal project for my Open-WebUI setup to use. Somehow it ended up as an ACL 2026 paper.
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As usual, disclosure first: I'm on the team that built this. Our MiroThinker-1.7-deepresearch and 1.7-mini-deepresearch API went live, mini is a deep research agent built on Qwen3 MoE (30B total, 3B active for mini).
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ok I want to know if I am the only one. been running a local coding agent against qwen3 coder on a 4090 box, with a remote sandbox for the actual code execution.
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A real estate firm came to us wanting an AI agent that could run their Facebook page. Not a scheduler.
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Came home to find Pi with Qwen3.627B had run rm -rf ..... (www.reddit.com)
on the build cache because it had run my computer out of disk space. So I assign my coding agent (pi) a task, and then leave the house.
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Predicting Rare LLM Failures with 30× Fewer Rollouts (www.lesswrong.com via hn)
TL;DR: We estimate how often Qwen 3 4B exhibits rare harmful behaviors with 30× fewer rollouts than naive sampling, using a new method that interpolates between the model and a less-safe variant in logit space. Authors: Francisco Pernice (…
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Qwen/WebWorld 32B/14B/8B (Qwen3 finetune) (www.reddit.com)
WebWorld is a large-scale open-web world model series for training and evaluating web agents. It is trained on 1M+ real-world web interaction trajectories via a scalable hierarchical data pipeline, supporting: Long-horizon simulation (30+…