GLM 5.2 shows 12% improvement in reasoning over GLM 5.1, especially in chain-of-thought tasks?

GLM 5.2 shows 12% improvement in reasoning over GLM 5.1, especially in chain-of-thought tasks.

Qwen 3.6 achieves 18% faster inference than Qwen 3.5, with no loss in accuracy?

Qwen 3.6 achieves 18% faster inference than Qwen 3.5, with no loss in accuracy.

Gemma 4 via Unsloth Q8 K XL quants delivers near-full precision performance at reduced memory usage.

Open Source

r/LocalLLaMA June 20, 2026

⚡Reddit benchmark pits open-source LLMs with surprising speed and reasoning gains.

Deep Dive

Key Points

GLM 5.2 shows 12% improvement in reasoning over GLM 5.1, especially in chain-of-thought tasks.
Qwen 3.6 achieves 18% faster inference than Qwen 3.5, with no loss in accuracy.
Gemma 4 via Unsloth Q8 K XL quants delivers near-full precision performance at reduced memory usage.

Open-source LLM versions are closing the gap with proprietary models, boosting efficiency and reasoning for real-world deployments.