diff --git a/otter/modeling_otter.py b/otter/modeling_otter.py
index 304ca0c8..f8c31f5b 100644
--- a/otter/modeling_otter.py
+++ b/otter/modeling_otter.py
@@ -530,7 +530,7 @@ class OtterPreTrainedModel(PreTrainedModel):
     config_class = OtterConfig
     base_model_prefix = "otter"
     supports_gradient_checkpointing = True
-    _no_split_modules = ["OtterPerceiverBlock", "CLIPEncoderLayer", "OtterLayer"]
+    _no_split_modules = ["OtterPerceiverBlock", "CLIPEncoderLayer", "OtterLayer", "CLIPVisionModel"]
 
     def _init_weights(self, module):
         """Otter requires no specific initialization"""
diff --git a/pipeline/serve/gradio_patch.py b/pipeline/serve/gradio_patch.py
index cabfe79b..74a68e5d 100644
--- a/pipeline/serve/gradio_patch.py
+++ b/pipeline/serve/gradio_patch.py
@@ -7,7 +7,6 @@
 from gradio.components import *
 from markdown2 import Markdown
 
-
 class _Keywords(Enum):
     NO_VALUE = "NO_VALUE"  # Used as a sentinel to determine if nothing is provided as a argument for `value` in `Component.update()`
     FINISHED_ITERATING = "FINISHED_ITERATING"  # Used to skip processing of a component's value (needed for generators + state)
diff --git a/requirements.txt b/requirements.txt
index e8909905..58d1e0a6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,31 +1,14 @@
-accelerate>=0.19.0
-braceexpand>=0.1.7
-einops>=0.6.1
-einops_exts>=0.0.4
-fastapi>=0.95.2
-gradio>=3.33.1
-horovod>=0.27.0
-huggingface_hub>=0.13.3
-importlib_metadata>=6.6.0
-inflection>=0.5.1
-markdown2>=2.4.8
-more_itertools>=9.1.0
-nltk>=3.8.1
-numpy>=1.23.5
-open_clip_torch>=2.16.0
-opencv_python_headless>=4.5.5.64
-Pillow>=9.5.0
-pycocoevalcap>=1.
-pycocotools>=2.0.6
-Requests>=2.31.0
-scipy>=1.10.1
-timm>=0.9.2
-tqdm>=4.65.0
-transformers>=4.29.0
-uvicorn>=0.22.0
-webdataset>=0.2.48
-xformers>=0.0.20
-natsort>=8.4.0
-peft>=0.4.0
-ijson>=3.2.3
-yajl>=0.3.5
+braceexpand==0.1.7
+einops==0.6.1
+einops_exts==0.0.4
+fastapi==0.95.2
+gradio==3.33.1
+horovod==0.27.0
+huggingface_hub==0.14.0
+importlib_metadata==6.6.0
+inflection==0.5.1
+markdown2==2.4.8
+Requests==2.31.0
+tqdm==4.65.0
+uvicorn==0.22.0
+natsort==8.4.0
diff --git a/requirements_model_serving.txt b/requirements_model_serving.txt
new file mode 100644
index 00000000..ae0a542d
--- /dev/null
+++ b/requirements_model_serving.txt
@@ -0,0 +1,35 @@
+accelerate==0.25.0
+braceexpand==0.1.7
+deepspeed==0.12.4
+einops==0.7.0
+fastapi==0.104.1
+flash_attn==2.3.6
+gradio==4.7.1
+horovod==0.27.0
+huggingface_hub==0.14.0
+ijson==3.2.3
+importlib_metadata==6.6.0
+inflection==0.5.1
+markdown2==2.4.8
+natsort==8.4.0
+nltk==3.8.1
+numpy==1.26.2
+openai==1.3.7
+opencv_python==4.8.1.78
+opencv_python_headless==4.8.1.78
+orjson==3.9.10
+packaging==23.2
+peft==0.6.2
+Pillow==10.1.0
+Pillow==10.1.0
+pycocoevalcap==1.2
+pycocotools==2.0.7
+Requests==2.31.0
+scikit_learn==1.3.2
+torch==2.0.1
+torchvision==0.15.2
+tqdm==4.65.0
+transformers==4.35.0
+uvicorn==0.24.0.post1
+webdataset==0.2.79
+xformers==0.0.22