AnalysisOpinion / analysisLarge Language Models · Robotics & Embodied AI · Efficiency & Inference1 source · Oct 19, 2026

MOSS Character LoRas

At this point I’ve trained 2 character Lora’s using datasets that worked good on other models such as Krea 2 and Qwen 2.1.

Proof1 community thread

Key points

  • However with MOSS the identity is only about 70-80% there.
  • Have others experienced the same issues?
  • I used AI toolkit both the base and sft model.

Sources (1)

  • [1]MOSS Character LoRas
    r/StableDiffusion (top, day) · Oct 19, 01:26 AM
    At this point I’ve trained 2 character Lora’s using datasets that worked good on other models such as Krea 2 and Qwen 2.1.
    However with MOSS the identity is only about 70-80% there.

Extractive summary: sentences quoted from the sources.

Before this

  1. Oct 19, 2026A comparison of 6 open source models. Krea2, Qwen2.1, Flux3 Klein, Flux 2 Klein, ZIT, & Moss. Same prompt used for all.
  2. Oct 18, 2026T2I Comparison (~4MP): Qwen Image 2.1 Turbo vs. MOSS-Image-SFT vs. Krea 2 Turbo vs. Flux 3 Klein (🤮)
  3. Oct 17, 2026Nemotron 3.5 Bolt, Muse Spark Open, and a Fast LFM2.5 24B
  4. Oct 16, 2026FLUX 3 vs KREA 2 vs Z image turbo vs Qwen 2.1
  5. Oct 16, 2026China tightens export controls on open-weight models and 23 key AI technologies
  6. Oct 15, 2026Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

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