Skip to content

128K hard limit on 64GB RAM, 32GB VRAM is too conservative #406

Closed

Description

@khalidejaz

I am using IQ3_S quantization of the Qwen3.8-Flash-Next on Ubuntu. The setup reverts my 256K context length choice down to 128K. With full context used, the system shows >6GB of free RAM. 1.8GB more was needed for 256K instead of 128K. A manual change to the run script allowed me to run with full native context of 256K with zero issues. This may be different for windows systems or if other RAM-heavy programs are in use, but for my case there was no reason to force it to 128K.

Loving the about 2.5x speed in token gen and >6x on pp. 70%+ expert cache hit. Thanks!

Activity

  1. ppc2017 commented on Oct 1, 2026

    @ppc2017

    Same here. I’m on a Windows system with 64 GB of RAM and 16 GB of VRAM, running the IQ3_S variant. The setup capped the context at 128K, but setting it to 256K manually in the .json seems to work fine, with just a slight performance hit.

  2. Niko1221 commented on Oct 1, 2026

    @Niko1221
    Owner

    You're right, and several people said the same. Setup should recommend a context, not force one. The next release changes that: the 128K pick stays the recommendation when setup estimates RAM is tight, but choosing 256K (or --context 262144) is kept, with a warning that it may run out of RAM under load. An earlier install's context is kept on update too.

    Until then: set "--max-context", "262144" in the args of strata-<model>.json and start again. Keeping this open until the release.

  3. Niko1221 commented on Oct 1, 2026

    @Niko1221
    Owner

    Released in 0.1.33: setup still recommends 128K when its RAM estimate is tight, but a longer context you pick (or --context 262144) is kept with a note, and an update keeps your earlier context. Thanks!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions