diff --git a/docker/README.md b/docker/README.md
index 62a265adf8..8ea2217bc9 100644
--- a/docker/README.md
+++ b/docker/README.md
@@ -32,6 +32,7 @@ To install composer, once inside the image, run `pip install mosaicml`.
 |----------------|----------|-------------------|---------------------|------------------|------------------------------------------------------------------------------------------|
 | Ubuntu 20.04   | Base     | 2.3.0             | 12.1.0 (Infiniband) | 3.11             | `mosaicml/pytorch:2.3.0_cu121-nightly20240110-python3.11-ubuntu20.04`                    |
 | Ubuntu 20.04   | Base     | 2.3.0             | 12.1.0 (Infiniband) | 3.10             | `mosaicml/pytorch:2.3.0_cu121-nightly20240110-python3.10-ubuntu20.04`                    |
+| Ubuntu 20.04   | Base     | 2.3.0             | 12.1.0 (EFA)        | 3.10             | `mosaicml/pytorch:2.3.0_cu121-nightly20240110-python3.10-ubuntu20.04`                    |
 | Ubuntu 20.04   | Base     | 2.2.0             | 12.1.0 (Infiniband) | 3.11             | `mosaicml/pytorch:2.2.0_cu121-python3.11-ubuntu20.04`                                    |
 | Ubuntu 20.04   | Base     | 2.2.0             | 12.1.0 (EFA)        | 3.11             | `mosaicml/pytorch:2.2.0_cu121-python3.11-ubuntu20.04-aws`                                |
 | Ubuntu 20.04   | Base     | 2.2.0             | cpu                 | 3.11             | `mosaicml/pytorch:2.2.0_cpu-python3.11-ubuntu20.04`                                      |
diff --git a/docker/build_matrix.yaml b/docker/build_matrix.yaml
index 2dd849432c..e6c744847d 100644
--- a/docker/build_matrix.yaml
+++ b/docker/build_matrix.yaml
@@ -190,6 +190,33 @@
   - mosaicml/pytorch:2.0.1_cpu-python3.10-ubuntu20.04
   TARGET: pytorch_stage
   TORCHVISION_VERSION: 0.15.2
+- AWS_OFI_NCCL_VERSION: v1.7.4-aws
+  BASE_IMAGE: nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04
+  CUDA_VERSION: 12.1.0
+  IMAGE_NAME: torch-nightly-2-3-0-20240110-cu121-python3-10
+  MOFED_VERSION: ''
+  NVIDIA_REQUIRE_CUDA_OVERRIDE: cuda>=12.1 brand=tesla,driver>=450,driver<451 brand=tesla,driver>=470,driver<471
+    brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471
+    brand=geforce,driver>=470,driver<471 brand=geforcertx,driver>=470,driver<471 brand=quadro,driver>=470,driver<471
+    brand=quadrortx,driver>=470,driver<471 brand=titan,driver>=470,driver<471 brand=titanrtx,driver>=470,driver<471
+    brand=tesla,driver>=510,driver<511 brand=unknown,driver>=510,driver<511 brand=nvidia,driver>=510,driver<511
+    brand=nvidiartx,driver>=510,driver<511 brand=geforce,driver>=510,driver<511 brand=geforcertx,driver>=510,driver<511
+    brand=quadro,driver>=510,driver<511 brand=quadrortx,driver>=510,driver<511 brand=titan,driver>=510,driver<511
+    brand=titanrtx,driver>=510,driver<511 brand=tesla,driver>=515,driver<516 brand=unknown,driver>=515,driver<516
+    brand=nvidia,driver>=515,driver<516 brand=nvidiartx,driver>=515,driver<516 brand=geforce,driver>=515,driver<516
+    brand=geforcertx,driver>=515,driver<516 brand=quadro,driver>=515,driver<516 brand=quadrortx,driver>=515,driver<516
+    brand=titan,driver>=515,driver<516 brand=titanrtx,driver>=515,driver<516 brand=tesla,driver>=525,driver<526
+    brand=unknown,driver>=525,driver<526 brand=nvidia,driver>=525,driver<526 brand=nvidiartx,driver>=525,driver<526
+    brand=geforce,driver>=525,driver<526 brand=geforcertx,driver>=525,driver<526 brand=quadro,driver>=525,driver<526
+    brand=quadrortx,driver>=525,driver<526 brand=titan,driver>=525,driver<526 brand=titanrtx,driver>=525,driver<526
+  PYTHON_VERSION: '3.10'
+  PYTORCH_NIGHTLY_URL: https://download.pytorch.org/whl/nightly/cu121
+  PYTORCH_NIGHTLY_VERSION: dev20240110+cu121
+  PYTORCH_VERSION: 2.3.0
+  TAGS:
+  - mosaicml/pytorch:2.3.0_cu121-nightly20240110-python3.10-ubuntu20.04
+  TARGET: pytorch_stage
+  TORCHVISION_VERSION: 0.18.0
 - AWS_OFI_NCCL_VERSION: ''
   BASE_IMAGE: nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04
   CUDA_VERSION: 12.1.0
diff --git a/docker/generate_build_matrix.py b/docker/generate_build_matrix.py
index 3c85993b20..1d895cbf2e 100644
--- a/docker/generate_build_matrix.py
+++ b/docker/generate_build_matrix.py
@@ -224,6 +224,23 @@ def _main():
 
         pytorch_entries.append(entry)
 
+    nightly_entry_310_aws = {
+        'AWS_OFI_NCCL_VERSION': 'v1.7.4-aws',
+        'BASE_IMAGE': 'nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04',
+        'CUDA_VERSION': '12.1.0',
+        'IMAGE_NAME': 'torch-nightly-2-3-0-20240110-cu121-python3-10',
+        'MOFED_VERSION': '',
+        'NVIDIA_REQUIRE_CUDA_OVERRIDE': _get_cuda_override('12.1.0'),
+        'PYTHON_VERSION': '3.10',
+        'PYTORCH_VERSION': '2.3.0',
+        'PYTORCH_NIGHTLY_URL': 'https://download.pytorch.org/whl/nightly/cu121',
+        'PYTORCH_NIGHTLY_VERSION': 'dev20240110+cu121',
+        'TAGS': ['mosaicml/pytorch:2.3.0_cu121-nightly20240110-python3.10-ubuntu20.04'],
+        'TARGET': 'pytorch_stage',
+        'TORCHVISION_VERSION': '0.18.0'
+    }
+    pytorch_entries.append(nightly_entry_310_aws)
+
     nightly_entry_310 = {
         'AWS_OFI_NCCL_VERSION': '',
         'BASE_IMAGE': 'nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04',