diff --git a/docs/content/features/model-gallery.md b/docs/content/features/model-gallery.md
index 1d266a882..307dcbaa0 100644
--- a/docs/content/features/model-gallery.md
+++ b/docs/content/features/model-gallery.md
@@ -65,6 +65,21 @@ The files use standard llama.cpp quantization types and the Apache-2.0 license.
 See the [publisher's model card](https://huggingface.co/agentionai/Qwen3.8-27B-AP-GGUF)
 for quantization details. These entries do not enable MTP speculative decoding.
 
+## Swift 1.5 Qwen3.8-27B GSQ-RCO
+
+Install `swift-1.5-qwen3.8-27b-gsq-rco` for text chat with llama.cpp.
+The gallery groups IQ2_XS, IQ2_S, IQ3_XXS, and IQ3_S quantizations of this 27B reasoning and coding model.
+To select IQ3_S explicitly, run:
+
+```bash
+local-ai models install swift-1.5-qwen3.8-27b-gsq-rco --variant swift-1.5-qwen3.8-27b-gsq-rco-iq3-s
+```
+
+The configurations use the embedded chat template and default to 32,768 context tokens.
+These builds support text chat only: the publisher has no verified vision projector for this release.
+They use standard GGUF files without MTP decoding.
+See the [model card](https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF) and [Swift Open License v1.0](https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF/blob/main/LICENSE) for usage terms.
+
 ## MiMo-V2.6-Distill-Qwen-9B
 
 Install `mimo-v2.6-distill-qwen-9b` for text and image chat with llama.cpp.
diff --git a/gallery/index.yaml b/gallery/index.yaml
index f4cf195b8..331d4e35c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6017,6 +6017,178 @@
     - filename: llama-cpp/mmproj/qwen3.8-27b-ridge/mmproj-Qwen3.8-27B-BF16.gguf
       uri: huggingface://empero-ai/Qwen3.8-27B-Ridge-GGUF/mmproj-Qwen3.8-27B-BF16.gguf
       sha256: 52228402ce4823f10705d901813cd43ced71859524cf2d8bf83305ad6b7dcbc2
+- name: "swift-1.5-qwen3.8-27b-gsq-rco"
+  variants:
+    - model: swift-1.5-qwen3.8-27b-gsq-rco-iq2-s
+    - model: swift-1.5-qwen3.8-27b-gsq-rco-iq3-xxs
+    - model: swift-1.5-qwen3.8-27b-gsq-rco-iq3-s
+  url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
+  urls:
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27b
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF
+  license: "swift-open-license-1.0"
+  description: |
+    Swift 1.5 is a 27B Qwen3.8 fine-tune for reasoning, coding, and agent tasks.
+    This IQ2_XS GGUF uses GSQ-RCO mixed-precision quantization with llama.cpp.
+    Text chat only; the publisher provides no verified vision projector for this release.
+    The weights use the Swift Open License v1.0.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - reasoning
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+    options:
+      - use_jinja:true
+    parameters:
+      min_p: 0
+      model: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_XS.gguf
+      presence_penalty: 0
+      repeat_penalty: 1
+      temperature: 1
+      top_k: 20
+      top_p: 0.95
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_XS.gguf
+      sha256: 714c509c3fc496ea4abc409097658df7cd218bc966f78e1459fc1649758a9de8
+      uri: https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF/resolve/d74895bbe5db4bec1e0024e7cc87d59c02d7631a/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_XS.gguf
+- name: "swift-1.5-qwen3.8-27b-gsq-rco-iq2-s"
+  url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
+  urls:
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27b
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF
+  license: "swift-open-license-1.0"
+  description: |
+    Swift 1.5 is a 27B Qwen3.8 fine-tune for reasoning, coding, and agent tasks.
+    This IQ2_S GGUF uses GSQ-RCO mixed-precision quantization with llama.cpp.
+    Text chat only; the publisher provides no verified vision projector for this release.
+    The weights use the Swift Open License v1.0.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - reasoning
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+    options:
+      - use_jinja:true
+    parameters:
+      min_p: 0
+      model: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_S.gguf
+      presence_penalty: 0
+      repeat_penalty: 1
+      temperature: 1
+      top_k: 20
+      top_p: 0.95
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_S.gguf
+      sha256: 08fac9876117b2cadb6b79fc7708d9612511c2fa31f3726f162e757870272455
+      uri: https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF/resolve/d74895bbe5db4bec1e0024e7cc87d59c02d7631a/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ2_S.gguf
+- name: "swift-1.5-qwen3.8-27b-gsq-rco-iq3-xxs"
+  url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
+  urls:
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27b
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF
+  license: "swift-open-license-1.0"
+  description: |
+    Swift 1.5 is a 27B Qwen3.8 fine-tune for reasoning, coding, and agent tasks.
+    This IQ3_XXS GGUF uses GSQ-RCO mixed-precision quantization with llama.cpp.
+    Text chat only; the publisher provides no verified vision projector for this release.
+    The weights use the Swift Open License v1.0.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - reasoning
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+    options:
+      - use_jinja:true
+    parameters:
+      min_p: 0
+      model: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_XXS.gguf
+      presence_penalty: 0
+      repeat_penalty: 1
+      temperature: 1
+      top_k: 20
+      top_p: 0.95
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_XXS.gguf
+      sha256: 86969b8bde72e602bfb42deb83eb8bb3706c8f14250641f6444dd2355f934ac2
+      uri: https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF/resolve/d74895bbe5db4bec1e0024e7cc87d59c02d7631a/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_XXS.gguf
+- name: "swift-1.5-qwen3.8-27b-gsq-rco-iq3-s"
+  url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
+  urls:
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27b
+    - https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF
+  license: "swift-open-license-1.0"
+  description: |
+    Swift 1.5 is a 27B Qwen3.8 fine-tune for reasoning, coding, and agent tasks.
+    This IQ3_S GGUF uses GSQ-RCO mixed-precision quantization with llama.cpp.
+    Text chat only; the publisher provides no verified vision projector for this release.
+    The weights use the Swift Open License v1.0.
+  tags:
+    - llm
+    - gguf
+    - cpu
+    - gpu
+    - reasoning
+  overrides:
+    backend: llama-cpp
+    context_size: 32768
+    function:
+      automatic_tool_parsing_fallback: true
+      grammar:
+        disable: true
+    known_usecases:
+      - chat
+    options:
+      - use_jinja:true
+    parameters:
+      min_p: 0
+      model: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S.gguf
+      presence_penalty: 0
+      repeat_penalty: 1
+      temperature: 1
+      top_k: 20
+      top_p: 0.95
+    template:
+      use_tokenizer_template: true
+  files:
+    - filename: llama-cpp/models/swift-1.5-qwen3.8-27b-gsq-rco/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S.gguf
+      sha256: 1333c6ea70ef348d4ac6d62732772e8ad6571ac5b3754c14ed54f1a0d904a786
+      uri: https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF/resolve/d74895bbe5db4bec1e0024e7cc87d59c02d7631a/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S.gguf
 - !!merge <<: *qwen3-8-27b
   name: "qwen3.8-27b-gsq-rco-iq2-xs"
   variants: []