ModelsBenchmark resultEfficiency & Inference1 source · Oct 16, 2026

Qwen Flash Next potential SOTA Q2 nobody talks about

Also enhanced loop resitance is advertised.

Proof1 community thread

Key points

  • Bold claims and signle contributor were the things why I was initially reluctunt to check the claims myselfm hovewer that potential space savings were impossible to resist so I downloaded GYRO-M and played around with it for a little while.
  • Vision: yes, took it from ISTA lab IQ3XXS quant
  • Subjective impression - more stable than ISTA q2 quants, less stable than ISTA q3 because of Cyrillics problem
  • As fast as ISTA 2 bit quants

Sources (1)

  • [1]Qwen Flash Next potential SOTA Q2 nobody talks about
    r/LocalLLaMA (top, daily) · Oct 16, 09:08 AM
    Also enhanced loop resitance is advertised.
    Bold claims and signle contributor were the things why I was initially reluctunt to check the claims myselfm hovewer that potential space savings were impossible to resist so I downloaded GYRO-M and played around with it for a little while.

Extractive summary: sentences quoted from the sources.

Hype check

Independently evaluated7 independent looks since

  1. Evaluation · Oct 16, 2026The actual state of open-weight models vs. frontier models
  2. Evaluation · Oct 16, 2026To reviewers: do you upload your review to an AI? (NOT the paper itself) [D]
  3. Evaluation · Oct 16, 2026Why do we have models under 15b so rarely anymore?
  4. Evaluation · Oct 16, 2026FLUX 3 vs KREA 2 vs Z image turbo vs Qwen 2.1
  5. Evaluation · Oct 16, 2026Step 5 Preview
  6. Evaluation · Oct 16, 2026PresenceBench: An Exploratory Evaluation of Large Language Model Adaptation to User State

Before this

  1. Oct 16, 2026Welcome Beam: a 501B open model you can own, customize, and scale
  2. Oct 15, 2026Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint
  3. Oct 15, 2026huggingface/transformers v5.20.0: Release v5.20.0
  4. Oct 15, 2026NVIDIA Nemotron 3.5 Super VL Powers Specialized Agents with Multimodal Reasoning
  5. Oct 15, 2026Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio
  6. Oct 14, 2026New model from Telperion: Qwen3.8-27B-MLA & Qwen3.8-27B-GLA-g2. 4x smaller KV cache, smarter, and more efficient reasoning.

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