diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8567165be..40c437b74 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,11 +10,13 @@ TODO:
 - massive updates to [Wiki](https://github.com/vladmandic/automatic/wiki)  
   with over 20 new pages and articles, now includes guides for nearly all major features  
   thanks @GenesisArtemis!  
-- support for **HunyuanDiT 1.2**  
-- add support for DoRA networks, thanks @AI-Casanova!
-- add support for [uv](https://pypi.org/project/uv/), extremely fast installer, thanks @Yoinky3000!  
+- support for [HunyuanDiT 1.2](https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers)
+- support for DoRA networks, thanks @AI-Casanova!
+- support for [CogFlorence 2 Large](https://huggingface.co/thwri/CogFlorence-2-Large-Freeze) VLM model
+- support for [uv](https://pypi.org/project/uv/), extremely fast installer, thanks @Yoinky3000!  
   to use, simply add `--uv` to your command line params  
 - enable `florence` VLM for all platforms, thanks @lshqqytiger!  
+- add SD3 with FP16 T5 to list of detected models
 - fix executing extensions with zero params  
 - add support for embeddings bundled in LoRA, thanks @AI-Casanova!
 - fix executing extensions with zero params  
@@ -22,7 +24,7 @@ TODO:
 - fix diffusers version detection for SD3
 - fix current step for higher order samplers
 - fix control input type video  
-- add SD3 with FP16 T5 to list of detected models
+- fix reset pipeline at the end of each iteration  
 - multiple ModernUI fixes
 
 ## Update for 2024-06-23
diff --git a/modules/vqa.py b/modules/vqa.py
index fd994ccd2..87ea8431c 100644
--- a/modules/vqa.py
+++ b/modules/vqa.py
@@ -1,3 +1,4 @@
+import json
 import torch
 import transformers
 import transformers.dynamic_module_utils
@@ -11,6 +12,7 @@ loaded: str = None
 MODELS = {
     "MS Florence 2 Base": "microsoft/Florence-2-base", # 0.5GB
     "MS Florence 2 Large": "microsoft/Florence-2-large", # 1.5GB
+    "CogFlorence 2 Large": "thwri/CogFlorence-2-Large-Freeze", # 1.6GB
     "Moondream 2": "vikhyatk/moondream2", # 3.7GB
     "GIT TextCaps Base": "microsoft/git-base-textcaps", # 0.7GB
     "GIT VQA Base": "microsoft/git-base-vqav2", # 0.7GB
@@ -166,6 +168,11 @@ def florence(question: str, image: Image.Image, repo: str = None):
 
     if 'task' in response:
         response = response['task']
+    if 'answer' in response:
+        response = response['answer']
+    if isinstance(response, dict):
+        response = json.dumps(response)
+    response = response.replace('\n', '').replace('\r', '').replace('\t', '').strip()
     shared.log.debug(f'VQA: task={task} response="{response}"')
     return response