From 4c6d5077ee912e057278438cd8bd1e448a638a5a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 24 Sep 2026 12:07:58 +0000
Subject: [PATCH] feat(gallery): add vllm-cpp entries for laya and cua-s1-forms

Add gallery entries for two vllm.cpp-backed models:

- laya-vllm-cpp: multilingual non-autoregressive System 1 decision
  model (ModernBERT-large, 421M params). Served via POST /v1/systemone.
  Weights from convaiinnovations/laya (Apache-2.0).

- cua-s1-forms-vllm-cpp: one-pass option scorer for GUI form filling.
  Served via POST /api/score. Weights from cua-ai/cua-s1-forms (MIT).

Both entries set backend: vllm-cpp and declare CPU+GPU tags.

Assisted-by: Maki:regolo/glm5.2 [maki]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 74 +++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 73 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index cbf99f782..84b0433e6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -62288,7 +62288,7 @@
   files:
     - filename: OpenResearcher-30B-A3B-Q4_K_M.gguf
       uri: huggingface://OpenResearcher/OpenResearcher-30B-A3B-GGUF/OpenResearcher-30B-A3B-Q4_K_M.gguf
-      sha256: 2ac3981624ca76c1e3eca569b649cf041e91ad8c95ac6b2cc41897881d773c08
+      sha256: 2ac3981624ca76c1e3eca569b649cf041d91ad8c95ac6b2cc41897881d773c08
 - name: "openresearcher-30b-a3b-q8"
   url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
   urls:
@@ -62317,3 +62317,75 @@
     - filename: OpenResearcher-30B-A3B-Q8_0.gguf
       uri: huggingface://OpenResearcher/OpenResearcher-30B-A3B-GGUF/OpenResearcher-30B-A3B-Q8_0.gguf
       sha256: c216d75002a580f939ceaf944965b0d4fd7d7b5b29a0914a001d836e49866970
+- name: laya-vllm-cpp
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/convaiinnovations/laya
+    - https://github.com/mudler/vllm.cpp
+  description: |
+    Laya is a multilingual, non-autoregressive System 1 decision model.
+    Given a state (text, email, ticket, or JSON) and typed questions, it
+    returns typed answers with mathematically calibrated probabilities in a
+    single forward pass. It never generates text, so there is nothing to
+    parse and nothing to hallucinate.
+
+    In LocalAI, serve via POST /v1/systemone with this model. The vllm.cpp
+    engine runs the full decision pipeline (choice, noul, score question
+    types) through the vllm_decide C ABI, returning the complete
+    kev-compatible JSON response. ModernBERT-large backbone, 421M params,
+    512-token context. F16 weights, ~804 MB.
+  license: apache-2.0
+  tags:
+    - decision
+    - systemone
+    - vllm-cpp
+    - cpu
+    - gpu
+  size: 804MB
+  last_checked: "2026-09-21"
+  overrides:
+    backend: vllm-cpp
+    known_usecases:
+      - chat
+    parameters:
+      model: convaiinnovations/laya
+  artifacts:
+    - name: model
+      target: model
+      source:
+        type: huggingface
+        repo: convaiinnovations/laya
+- name: cua-s1-forms-vllm-cpp
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/cua-ai/cua-s1-forms
+    - https://github.com/mudler/vllm.cpp
+  description: |
+    cua-s1-forms is a small, jev-like ("System One") one-pass option scorer
+    for GUI form filling. Given a UI element and a list of typed options,
+    it returns one probability per option in a single forward pass. Every
+    actionable element on a form is scored independently and in parallel.
+
+    In LocalAI, serve via POST /api/score with this model. The vllm.cpp
+    engine runs the scoring pipeline through the vllm_decide C ABI. 2.8 MB,
+    float32, CPU and GPU.
+  license: mit
+  tags:
+    - scoring
+    - vllm-cpp
+    - cpu
+    - gpu
+  size: 3MB
+  last_checked: "2026-09-21"
+  overrides:
+    backend: vllm-cpp
+    known_usecases:
+      - score
+    parameters:
+      model: cua-ai/cua-s1-forms
+  artifacts:
+    - name: model
+      target: model
+      source:
+        type: huggingface
+        repo: cua-ai/cua-s1-forms