gallery: apply PR #11905

Assisted-by: localai-org-maint-bot:glm5.2 [gh]

docs/content/features/model-gallery.md

@@ -212,6 +212,12 @@ where:
 
 ### Model variants
 
+For example, `qwopus3.8-27b-flash` offers Q4_K_M and Q8_0 GGUF builds
+with llama.cpp MTP speculative decoding and the F32 vision projector.
+Install `qwopus3.8-27b-flash-q8` directly to select Q8_0 explicitly.
+Both builds use the embedded chat template. The publisher reports a known
+Python code indentation issue.
+
 Some gallery entries offer several builds of the same model: different
 quantizations, or the same weights served by a different engine. Such an entry
 carries a `variants` list, and installing it normally lets LocalAI choose:

gallery/index.yaml

@@ -47,24 +47,17 @@
       sha256: ""
       uri: https://huggingface.co/unsloth/DeepSeek-V4-Flash-Vision-Exp-GGUF
 - name: "qwopus3.8-27b-flash"
+  variants:
+    - model: qwopus3.8-27b-flash-q8
   url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
   urls:
+    - https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash
     - https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF
   description: |
-    # Qwen3.8-27B
-
-    > [!Note]
-    > This repository contains model weights and configuration files for the post-trained model in the Hugging Face Transformers format.
-    >
-    > These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, TokenSpeed, etc.
-
-    > [!Tip]
-    > For users seeking managed, scalable inference without infrastructure maintenance, the official Qwen API service is provided by Qwen Cloud.
-    > In particular, **Qwen3.8-27B** will be available as a hosted version with more production features, e.g., 1M context length by default, official built-in tools. For more information, please refer to the Qwen3.8-27B Overview. The service is coming soon. Stay tuned for updates.
-
-    Following the widespread community adoption of the Qwen3.5 and Qwen3.6 series, we are pleased to introduce Qwen3.8, the most capable generation in the Qwen open-model family to date.
-
-    ...
+    Qwopus3.8-27B-Flash is a Qwen3.8-27B fine-tune for reasoning and agent
+    workloads. This Q4_K_M GGUF includes the F32 vision projector and uses
+    llama.cpp's embedded chat template with MTP speculative decoding.
+    The publisher reports a known Python code indentation issue.
   license: "apache-2.0"
   tags:
     - llm
@@ -75,6 +68,7 @@
     - multimodal
     - instruction-tuned
     - reasoning
+    - mtp
   icon: https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen3.5/demo/CI_Demo/mathv-1327.jpg
   overrides:
     backend: llama-cpp
@@ -96,11 +90,58 @@
       use_tokenizer_template: true
   files:
     - filename: llama-cpp/models/Qwopus3.8-27B-Flash-MTP-Q4_K_M/Qwopus3.8-27B-Flash-MTP-Q4_K_M.gguf
-      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/main/Qwopus3.8-27B-Flash-MTP-Q4_K_M.gguf
-      sha256: 1b76ad1596d6afc0b6e38a2b45b404462920739bd3087960b7a18a74ca938a74
+      sha256: 2b9a335bd33bb977d3127062061c12cc94f37ceef1850d372317fbf4ee89d9c5
+      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/e146d61e88782677805b3b68ad3adf8674dde80d/Qwopus3.8-27B-Flash-MTP-Q4_K_M.gguf
     - filename: llama-cpp/mmproj/Qwopus3.8-27B-Flash-MTP-Q4_K_M/mmproj-F32.gguf
-      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/main/mmproj-F32.gguf
-      sha256: 52e6818e4d18eea010c50e5245eaa10a8cc3dcc30efea4ff60cbad8abf5669e1
+      sha256: be3f444ecaedf084fd19399ba18cefcbbe3789bb81f4ad5ed67c91a1a3f48a67
+      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/e146d61e88782677805b3b68ad3adf8674dde80d/mmproj-F32.gguf
+- name: "qwopus3.8-27b-flash-q8"
+  url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
+  urls:
+    - https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash
+    - https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF
+  description: |
+    Qwopus3.8-27B-Flash is a Qwen3.8-27B fine-tune for reasoning and agent
+    workloads. This Q8_0 GGUF includes the F32 vision projector and uses
+    llama.cpp's embedded chat template with MTP speculative decoding.
+    The publisher reports a known Python code indentation issue.
+  license: "apache-2.0"
+  tags:
+    - llm
+    - gguf
+    - qwen
+    - qwen3
+    - vision
+    - multimodal
+    - instruction-tuned
+    - reasoning
+    - mtp
+  icon: https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen3.5/demo/CI_Demo/mathv-1327.jpg
+  overrides:
+    backend: llama-cpp
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+    mmproj: llama-cpp/mmproj/Qwopus3.8-27B-Flash-MTP-Q4_K_M/mmproj-F32.gguf
+    options:
+      - use_jinja:true
+      - spec_type:draft-mtp
+      - spec_n_max:6
+      - spec_p_min:0.75
+    parameters:
+      model: llama-cpp/models/Qwopus3.8-27B-Flash-MTP-Q8_0/Qwopus3.8-27B-Flash-MTP-Q8_0.gguf
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/Qwopus3.8-27B-Flash-MTP-Q8_0/Qwopus3.8-27B-Flash-MTP-Q8_0.gguf
+      sha256: a97de033ea60066a1941fe4dfb2e631b390cbc7c7563cea2446b7f08065228ec
+      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/e146d61e88782677805b3b68ad3adf8674dde80d/Qwopus3.8-27B-Flash-MTP-Q8_0.gguf
+    - filename: llama-cpp/mmproj/Qwopus3.8-27B-Flash-MTP-Q4_K_M/mmproj-F32.gguf
+      sha256: be3f444ecaedf084fd19399ba18cefcbbe3789bb81f4ad5ed67c91a1a3f48a67
+      uri: https://huggingface.co/Jackrong/Qwopus3.8-27B-Flash-GGUF/resolve/e146d61e88782677805b3b68ad3adf8674dde80d/mmproj-F32.gguf
 - name: "qwen3.8-27b"
   url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
   urls: