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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.