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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.
- ✅ **Passed brokkr's 6-image eval, 2026-09-26 0058.** It engages where stock
hard-refused or sanitized, and it stays coherent (no catatonia or word salad).
The control image was read exactly, and with no image it answers "empty". Its
limit is fine detail (a 3B model), not censorship. brokkr: keep the seat up, no
fallback needed. It stays direct-only; brokkr has not asked for a gateway alias.