Dev shares low-end tricks for running Qwen3.8-Flash-Next and RLM concept

Developer gnukeith shares low-end hardware approaches for running Qwen3.8-Flash-Next at 1-bit quantization (75GB), remedies for quality loss, and an RLM concept where an 8B model reads n-gram tables to rival 1T-parameter models.

2026-11-05 ~ 2026-11-05 · 3 related posts

• Unsloth ships Qwen3.8-Flash-Next local guide: 125B MoE runs on 75GB RAM, 1-bit is 79% smaller — gnukeith · 2026-11-05
• Running Qwen at 1Q quant: dev shares DeepSeek Harness fix plus Nemotron 3.5 tips — gnukeith · 2026-11-05
• RLM idea: an 8B model reading n-gram tables, theoretically scaling to 1T params — gnukeith · 2026-11-05