From 75c4517070bfa7eaa13b9aa5d9e7ab399ddbbc04 Mon Sep 17 00:00:00 2001
From: localai-org-maint-bot
 <306269227+localai-org-maint-bot@users.noreply.github.com>
Date: Thu, 10 Sep 2026 00:08:25 +0000
Subject: [PATCH] feat(gallery): add EfficientThink GGUF variants

Add Q6 and Q8 builds with vision projectors and optional DFlash drafts.
Pin all artifacts and document explicit variant selection.

Assisted-by: Codex:gpt-6
---
 docs/content/features/model-gallery.md |  16 ++
 gallery/index.yaml                     | 200 +++++++++++++++++++++++++
 2 files changed, 216 insertions(+)

diff --git a/docs/content/features/model-gallery.md b/docs/content/features/model-gallery.md
index b8cf63898..b14300416 100644
--- a/docs/content/features/model-gallery.md
+++ b/docs/content/features/model-gallery.md
@@ -191,6 +191,22 @@ where:
 - `bert-embeddings` is the model name in the gallery
   (read its [config here](https://github.com/mudler/LocalAI/tree/master/gallery/blob/main/bert-embeddings.yaml)).
 
+### EfficientThink GGUF builds
+
+[Qwen3.8-27B EfficientThink](https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF)
+is available as Q6_K and Q8_0 builds for llama.cpp. Both include the matching
+Q8 vision projector and use a 32,768-token context. The DFlash variants also
+install the publisher's Q8 draft and enable speculative decoding.
+
+To select a build explicitly:
+
+```bash
+local-ai models install --variant qwen3.8-27b-efficientthink-q8-dflash qwen3.8-27b-efficientthink-q6
+```
+
+Use `qwen3.8-27b-efficientthink-q6` or `qwen3.8-27b-efficientthink-q8` as the
+variant name for ordinary decoding without a draft model.
+
 ### Model variants
 
 Some gallery entries offer several builds of the same model: different
diff --git a/gallery/index.yaml b/gallery/index.yaml
index 804049539..ce7121ecc 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -14995,6 +14995,206 @@
         source:
           type: huggingface
           repo: nvidia/Qwen3.6-35B-A3B-NVFP4
+- name: qwen3.8-27b-efficientthink-q6
+  url: github:mudler/LocalAI/gallery/qwen3.yaml@master
+  license: apache-2.0
+  urls:
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF
+  description: |
+    Qwen3.8-27B EfficientThink, a reasoning fine-tune by nerkyor, in
+    Q6_K GGUF format with the matching Q8 vision projector.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - reasoning
+  last_checked: "2026-09-10"
+  variants:
+    - model: qwen3.8-27b-efficientthink-q8
+    - model: qwen3.8-27b-efficientthink-q6-dflash
+    - model: qwen3.8-27b-efficientthink-q8-dflash
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    chat_template_kwargs:
+      enable_thinking: true
+      reasoning_effort: xhigh
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+    options:
+      - use_jinja:true
+    parameters:
+      model: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q6_K/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+      sha256: 20c4f349b0a355e6b7725d9a6ee7a862172d5081a8284b4defb1c5e5955ca5bc
+    - filename: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/mmproj-Qwen3.8-27B-Q8_0.gguf
+      sha256: cae9799dc9196449b0d83f716e64af89d5cf65147510462e5a629a2aa23adb32
+- name: qwen3.8-27b-efficientthink-q8
+  url: github:mudler/LocalAI/gallery/qwen3.yaml@master
+  license: apache-2.0
+  urls:
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF
+  description: |
+    Qwen3.8-27B EfficientThink, a reasoning fine-tune by nerkyor, in
+    Q8_0 GGUF format with the matching Q8 vision projector.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - reasoning
+  last_checked: "2026-09-10"
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    chat_template_kwargs:
+      enable_thinking: true
+      reasoning_effort: xhigh
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+    options:
+      - use_jinja:true
+    parameters:
+      model: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+      sha256: 190ddbd90b51964d6bcb6b28e9f669e3f3200cc2c4e74ea0122981ea2679d36d
+    - filename: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/mmproj-Qwen3.8-27B-Q8_0.gguf
+      sha256: cae9799dc9196449b0d83f716e64af89d5cf65147510462e5a629a2aa23adb32
+- name: qwen3.8-27b-efficientthink-q6-dflash
+  url: github:mudler/LocalAI/gallery/qwen3.yaml@master
+  license: apache-2.0
+  urls:
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF
+  description: |
+    Qwen3.8-27B EfficientThink, a reasoning fine-tune by nerkyor, in
+    Q6_K GGUF format with the matching Q8 vision projector.
+    Enables DFlash speculative decoding with the publisher's Q8 draft.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - reasoning
+    - dflash
+  last_checked: "2026-09-10"
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    chat_template_kwargs:
+      enable_thinking: true
+      reasoning_effort: xhigh
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+    draft_model: llama-cpp/models/qwen3.8-27b-efficientthink/dflash2-qwen38-27b-Q8_0.gguf
+    flash_attention: "on"
+    options:
+      - use_jinja:true
+      - spec_type:draft-dflash
+      - spec_n_max:7
+      - spec_n_min:0
+    parameters:
+      model: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q6_K/Qwen3.8-27B-EfficientThink-SimPO-Q6_K.gguf
+      sha256: 20c4f349b0a355e6b7725d9a6ee7a862172d5081a8284b4defb1c5e5955ca5bc
+    - filename: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/mmproj-Qwen3.8-27B-Q8_0.gguf
+      sha256: cae9799dc9196449b0d83f716e64af89d5cf65147510462e5a629a2aa23adb32
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/dflash2-qwen38-27b-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/dflash2-qwen38-27b-Q8_0.gguf
+      sha256: 1086ea5d44e9d7b3ee1978ce322c01f96d9c1086bd5e73d89397be7a2af1335a
+- name: qwen3.8-27b-efficientthink-q8-dflash
+  url: github:mudler/LocalAI/gallery/qwen3.yaml@master
+  license: apache-2.0
+  urls:
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2
+    - https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF
+  description: |
+    Qwen3.8-27B EfficientThink, a reasoning fine-tune by nerkyor, in
+    Q8_0 GGUF format with the matching Q8 vision projector.
+    Enables DFlash speculative decoding with the publisher's Q8 draft.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - vision
+    - reasoning
+    - dflash
+  last_checked: "2026-09-10"
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    chat_template_kwargs:
+      enable_thinking: true
+      reasoning_effort: xhigh
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+      - vision
+    mmproj: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+    draft_model: llama-cpp/models/qwen3.8-27b-efficientthink/dflash2-qwen38-27b-Q8_0.gguf
+    flash_attention: "on"
+    options:
+      - use_jinja:true
+      - spec_type:draft-dflash
+      - spec_n_max:7
+      - spec_n_min:0
+    parameters:
+      model: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/Qwen3.8-27B-EfficientThink-SimPO-Q8_0.gguf
+      sha256: 190ddbd90b51964d6bcb6b28e9f669e3f3200cc2c4e74ea0122981ea2679d36d
+    - filename: llama-cpp/mmproj/qwen3.8-27b-efficientthink/mmproj-Qwen3.8-27B-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/mmproj-Qwen3.8-27B-Q8_0.gguf
+      sha256: cae9799dc9196449b0d83f716e64af89d5cf65147510462e5a629a2aa23adb32
+    - filename: llama-cpp/models/qwen3.8-27b-efficientthink/dflash2-qwen38-27b-Q8_0.gguf
+      uri: https://huggingface.co/nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2-GGUF/resolve/89ca4ad45e41197dc58e8ddd1ffc8197ebc69bf5/Q8_0/dflash2-qwen38-27b-Q8_0.gguf
+      sha256: 1086ea5d44e9d7b3ee1978ce322c01f96d9c1086bd5e73d89397be7a2af1335a
 - name: qwen3-coder-30b-a3b-vllm-cpp
   url: github:mudler/LocalAI/gallery/virtual.yaml@master
   urls: