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qwen
12 postsClaude's Weights Are Closed, So a Live Thought Viewer for Qwen
Inspired by Anthropic's workspace paper, a developer built a live, token-level inner-thought viewer for the open Qwen model since Claude's weights are closed.
When AI Reviewers Disagree: A Multi-Agent Code Review Tribunal
ShiftLeft Society pits two AI reviewers against each other in a cost-based negotiation, using Qwen-Max to cut false positives and raise accuracy from 82.5% to 95%.
Qwen 3.8-Max and Claude Opus 5 show why benchmark scores don't predict cost
Qwen 3.8-Max and Claude Opus 5 benchmarks reveal why price-per-token no longer predicts real cost, and why cost-per-successful-task now matters more.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comLocal Model Showdown Round 9: Qwen 3.6, Nemotron, Qwythos Coding Test
Five LLMs face off on a real coding task via llama.cpp on an RTX 5090 in Round 9 of the Local Model Showdown series.
Qwen wrote its own app: why QuotePilot still needs a human approval gate
QuotePilot: an app Qwen models largely wrote and run, built around Decimal-based pricing and a mandatory human approval gate.
Qwen3.6-35B-A3B on 4× Intel Arc Pro B70: Achieving 200 tok/s
The Qwen3.6-35B-A3B model offers four optimized configurations with 4 Intel Arc Pro B70 GPUs, balancing performance and flexibility.
Ninfer: High-performance single-GPU inference
NInfer offers a high-performance C++/CUDA inference engine for RTX 5090.
DFlash in llama.cpp: 4.44x Faster Local Inference on Qwen 3.6 27B
DFlash, merged into llama.cpp, uses block-diffusion drafting to boost Qwen 3.6 27B inference speed, hitting 4.44x at 36K context with near-lossless quality.
KV Cache Quantization's Effect on KLD in Qwen3.6-27B
A KL-divergence benchmark on bartowski's Qwen3.6-27B GGUF quants (Q8/Q6/Q5) shows KV cache quantization at (q8_0,q8_0) preserves quality almost for free.
Subtext Visualizes an LLM's Internal Reasoning in Real Time
Subtext is an open-source tool that applies Anthropic's Jacobian lens to visualize a local LLM's internal representations live during conversation.