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Updated Qwen3.5-9B Quantization Comparison

BACKGROUND
2 SIGNALSFIRST DETECTED 14 April 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
29 Apr
5.1
14 Apr
Updated Qwen3.5-9B Quantization Comparison
OPINION · WHAT · LocalLLaMA
5.6
Other feeds and industry voices
24 Mar
Delta-KV for llama.cpp: near-lossless 4-bit KV cache on Llama 70B

<!-- SC_OFF --><div class="md"><p>I applied video compression to LLM inference and got <strong>10,000x less quantization error at the same storage cost</strong></p> <p><a

OPINION · WHAT · LocalLLaMAOPEN STORY
27 Mar
Google TurboQuant blew up for KV cache. Here’s TurboQuant-v3 for the actual weights you load first. Runs on consumer GPUs today.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s5cggh/google_turboquant_blew_up_for_kv_cache_heres/"> <img alt="Google TurboQuant blew up for KV cache.

OPINION · WHEN · LocalLLaMAOPEN STORY
26 Jul
BeeLlama.cpp v0.4.1: KVarN, KV precision tail, q2_0-q3_1 KV cache, improved support. KLD benchmarks: tail 1024 makes kvarn5 and q6_0 match q8_0, for much less VRAM

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1v78me1/beellamacpp_v041_kvarn_kv_precision_tail_q2_0q3_1/"> <img alt="BeeLlama.cpp v0.4.1: KVarN, KV

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Apr
TurboQuant on a MacBook Pro, part 2: perplexity, KL divergence, and asymmetric K/V on M5 Max

<blockquote> <p><em>Originally published at <a href="https://llmkube.com/blog/turboquant-m5-max-quality-and-asymmetric" rel="noopener

REPORT · WHEN · Dev.toOPEN STORY
30 Mar
Qwen3.5 Omni - Qwen’s latest generation of fully omnimodal LLM

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1s7rcwr/qwen35_omni_qwens_latest_generation_of_fully/"> <img alt="Qwen3.5 Omni - Qwen’s latest generation

OPINION · WHAT · singularityOPEN STORY
30 Apr
Qwen-Scope: Official Sparse Autoencoders (SAEs) for Qwen 3.5 models

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1szrbub/qwenscope_official_sparse_autoencoders_saes_for/"> <img alt="Qwen-Scope: Official Sparse

OPINION · WHAT · LocalLLaMAOPEN STORY
28 Mar
Qwopus v2 nvfp4 quantization

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s5qdf6/qwopus_v2_nvfp4_quantization/"> <img alt="Qwopus v2 nvfp4 quantization"

OPINION · WHAT · LocalLLaMAOPEN STORY
1 May
Been using Qwen-3.6-27B-q8_k_xl + VSCode + RTX 6000 Pro As Daily Driver

<!-- SC_OFF --><div class="md"><p>So in response to the Great Token Reconning of 2026, I decided to try out Qwen 3.6 as a daily driver, and although it's only been about a day, I

OPINION · HOW · LocalLLaMAOPEN STORY
Sources
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