feat(gallery): add Occamy-1.0 GGUF variants

Add the publisher's Q4_K_M and Q8_0 builds with the F16 vision projector.
Link the builds as variants and pin downloads to a verified revision.
Document installation and the source tokenizer's NFC requirement.

Assisted-by: Codex:gpt-6

docs/content/features/model-gallery.md

@@ -937,3 +937,32 @@ These entries set a 131,072-token context, following the
 [model card's guidance](https://huggingface.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-Final-GGUF)
 for thinking mode. This context requires additional memory beyond the weights.
 The uncensored model uses the Apache-2.0 license.
+
+### Occamy-1.0
+
+[Occamy-1.0](https://huggingface.co/Accio-Lab/occamy-1.0) is a
+Qwen3.6-35B-A3B derivative trained for multi-step agent tasks and coding.
+Install it with:
+
+```bash
+local-ai models install occamy-1.0-q4
+```
+
+The gallery offers Q4_K_M and Q8_0 GGUF builds for llama.cpp. Each build
+includes the F16 vision projector and uses the embedded Jinja chat template.
+LocalAI selects the variant according to available memory. To select Q4_K_M
+explicitly:
+
+```bash
+local-ai models install --variant occamy-1.0-q4 occamy-1.0-q4
+```
+
+Both entries use an 8,192-token context. Neither enables the publisher's
+separate experimental MTP head.
+
+Normalize prompt text to Unicode NFC in your client before sending requests.
+The GGUF tokenizer does not apply the source tokenizer's NFC normalization.
+Keep the embedded `qwen2` pre-tokenizer setting; the publisher's benchmark
+used a different setting. See the publisher's
+[tokenizer compatibility notes](https://huggingface.co/Accio-Lab/occamy-1.0-GGUF/blob/e8fe5e28e1b1c1f0cd0a39b85b16b631f17ca14e/TOKENIZER.md)
+for the validation limits.

gallery/index.yaml

@@ -7267,6 +7267,94 @@
     - filename: llama-cpp/mmproj/Hermes3.6-35B-A3B-Uncensored-Genesis-V6-Q8_0/mmproj-Hermes3.6-35B-A3B-Uncensored-Genesis-F16.gguf
       uri: https://huggingface.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V6-GGUF/resolve/main/mmproj-Hermes3.6-35B-A3B-Uncensored-Genesis-F16.gguf
       sha256: f7197461d8581cd9be42384d4afe3f851d0844f6d72846d5c97e3dcc931b3cbc
+- name: occamy-1.0-q4
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  variants:
+    - model: occamy-1.0-q8
+  urls:
+    - https://huggingface.co/Accio-Lab/occamy-1.0
+    - https://huggingface.co/Accio-Lab/occamy-1.0-GGUF
+  license: apache-2.0
+  description: |
+    Occamy-1.0 is a 35B MoE model with 3B active parameters, based on
+    Qwen3.6-35B-A3B and trained for multi-step agent tasks and coding.
+    This Q4_K_M GGUF build includes the F16 vision projector and uses
+    the embedded Jinja chat template with an 8K-token default context.
+    Normalize prompt text to Unicode NFC to match the source tokenizer.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - coding
+  last_checked: "2026-09-20"
+  overrides:
+    backend: llama-cpp
+    context_size: 8192
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/models/occamy-1.0/mmproj-occamy-1.0-F16.gguf
+    options:
+      - use_jinja:true
+    template:
+      use_tokenizer_template: true
+    function:
+      grammar:
+        disable: true
+    parameters:
+      model: llama-cpp/models/occamy-1.0/occamy-1.0-Q4_K_M.gguf
+  files:
+    - filename: llama-cpp/models/occamy-1.0/occamy-1.0-Q4_K_M.gguf
+      uri: https://huggingface.co/Accio-Lab/occamy-1.0-GGUF/resolve/e8fe5e28e1b1c1f0cd0a39b85b16b631f17ca14e/occamy-1.0-Q4_K_M.gguf
+      sha256: ffb25f763ff9c27f5f4e2adcdef399c5654f9f840fdac33dffe7035ba8266a87
+    - filename: llama-cpp/models/occamy-1.0/mmproj-occamy-1.0-F16.gguf
+      uri: https://huggingface.co/Accio-Lab/occamy-1.0-GGUF/resolve/e8fe5e28e1b1c1f0cd0a39b85b16b631f17ca14e/mmproj-occamy-1.0-F16.gguf
+      sha256: 8f827a1e495f23e987686a7f55c26064270502a5b6ee954a828f1aec0b2fd400
+- name: occamy-1.0-q8
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/Accio-Lab/occamy-1.0
+    - https://huggingface.co/Accio-Lab/occamy-1.0-GGUF
+  license: apache-2.0
+  description: |
+    Occamy-1.0 is a 35B MoE model with 3B active parameters, based on
+    Qwen3.6-35B-A3B and trained for multi-step agent tasks and coding.
+    This Q8_0 GGUF build includes the F16 vision projector and uses
+    the embedded Jinja chat template with an 8K-token default context.
+    Normalize prompt text to Unicode NFC to match the source tokenizer.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - coding
+  last_checked: "2026-09-20"
+  overrides:
+    backend: llama-cpp
+    context_size: 8192
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/models/occamy-1.0/mmproj-occamy-1.0-F16.gguf
+    options:
+      - use_jinja:true
+    template:
+      use_tokenizer_template: true
+    function:
+      grammar:
+        disable: true
+    parameters:
+      model: llama-cpp/models/occamy-1.0/occamy-1.0-Q8_0.gguf
+  files:
+    - filename: llama-cpp/models/occamy-1.0/occamy-1.0-Q8_0.gguf
+      uri: https://huggingface.co/Accio-Lab/occamy-1.0-GGUF/resolve/e8fe5e28e1b1c1f0cd0a39b85b16b631f17ca14e/occamy-1.0-Q8_0.gguf
+      sha256: 9bd6eceae8434098c8c7ebec33e4ca0d0bd3f004c2bddf37d16cd906448fdbdd
+    - filename: llama-cpp/models/occamy-1.0/mmproj-occamy-1.0-F16.gguf
+      uri: https://huggingface.co/Accio-Lab/occamy-1.0-GGUF/resolve/e8fe5e28e1b1c1f0cd0a39b85b16b631f17ca14e/mmproj-occamy-1.0-F16.gguf
+      sha256: 8f827a1e495f23e987686a7f55c26064270502a5b6ee954a828f1aec0b2fd400
 - &qwen3-6-35b-a3b-genesis-hermes-v7
   name: "qwen3.6-35b-a3b-genesis-hermes-v7"
   url: "github:mudler/LocalAI/gallery/virtual.yaml@master"