Side-load a Q8 ngram in Strata to boost quantized Qwen Flash Next quality
citrusalex · reddit · 2026-10-27
The author shares how to side-load a higher-precision Q8 ngram (unsloth's GGUF) alongside a lower-quant Qwen3.8 Flash Next in Strata, potentially improving output quality without extra VRAM, RAM, or speed cost (using ple-io=direct):
- Pass --ple-gguf=/path/to/ngram.gguf, or set the STRATASET env var in Docker
- Gotcha: the original HF ngram gguf errors out with an architecture mismatch — fix by adding a general.architecture STRING key with value strata-ple via gguf-editor-gui, or download a pre-edited file
- Quality gains not fully verified by the author; BF16 ngram reportedly imperceptible and wastes 50GB of storage
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