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esh-pfi-infrastructure/stacks/lfm-vl-uncensored-seat/README.md
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lfm-vl-uncensored-seat

The abliterated LFM2.5-VL-3B (SC117/LFM2.5-VL-3B-Uncensored-GGUF, Q4_K_M plus its own mmproj Q8_0) on nh3-ml1 :8032, direct only. It runs in parallel with the stock seat (stacks/lfm-vl-seat, :8030) so brokkr can A/B them for NSFW captioning. The stock model sanitized nudity and refused one image. The operator wants an uncensored one (relayed by brokkr-smithy-dev, 2026-09-26).

  • endpoint: http://10.100.50.80:8032/v1/chat/completions, model lfm25-vl-3b-uncensored
  • same llama.cpp build (b11176) and flags as the stock seat. The mmproj is SC117's own export, which differs slightly from LiquidAI's (different sha256) and is used as shipped.
  • positive control 2026-09-26: the synthetic shapes and text image was read exactly, same as stock. Decode ~102 tok/s.
  • "Uncensored" is the repo's claim (abliterix Trial 65). brokkr's 6-image eval decides whether it engages and stays coherent. Fallbacks, if it fails, are in brokkr's request: the Heretic builds by MuXodious or AX1Y2JP, or an in-house Heretic pass.
  • no gateway entry until that eval passes.