Versatile uncensored roleplay / creative-writing model on Gemma-4-31B. Drives any character card (SillyTavern / pluma), built to be lively and varied rather than flat or repetitive. darthcrawl. Explicit-capable.

Base: coder3101/gemma-4-31B-it-heretic (decensored Gemma-4-31B-it)
Method: QLoRA r32/alpha64 all-linear, loss masked to model turns, 1 epoch eval-driven. Release = the ~0.39-epoch checkpoint (eval 2.11 vs base 7.03), picked over the fully-trained one to keep prose lively (loss != liveliness).
Data: ~30M tokens, 8 curated sources (human forum RP, AO3, curated public RP, curated synth), ~40/60 NSFW/SFW.
Chat template: Gemma-4 (<|turn>user ... <turn|> / <|turn>model ...).
Sampling tip: DRY + XTC + modest repetition penalty for max variety.

Apple Silicon / MLX. Run:

mlx_lm.generate --model darthcrawl/Lilith-31B-v1.0-MLX-6bit \
  --prompt "..." --temp 0.9 --top-p 0.95

Siblings: Lilith-31B-v1.0 (bf16) | -LoRA | -GGUF | -MLX-4bit/6bit/8bit