diff --git a/Dockerfile b/Dockerfile
index 679fb48a..45e304c4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -39,8 +39,9 @@ RUN cargo build --release
 # Adapted from: https://github.com/pytorch/pytorch/blob/master/Dockerfile
 FROM debian:bullseye-slim as pytorch-install
 
-ARG PYTORCH_VERSION=2.0.0
+ARG PYTORCH_VERSION=2.0.1
 ARG PYTHON_VERSION=3.9
+# Keep in sync with `server/pyproject.toml
 ARG CUDA_VERSION=11.8
 ARG MAMBA_VERSION=23.1.0-1
 ARG CUDA_CHANNEL=nvidia
diff --git a/server/poetry.lock b/server/poetry.lock
index ccbb7661..70f09f32 100644
--- a/server/poetry.lock
+++ b/server/poetry.lock
@@ -203,113 +203,142 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
-    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -323,13 +352,13 @@ files = [
 
 [[package]]
 name = "datasets"
-version = "2.14.0"
+version = "2.14.3"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
@@ -351,8 +380,8 @@ xxhash = "*"
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 jax = ["jax (>=0.2.8,!=0.3.2,<=0.3.25)", "jaxlib (>=0.1.65,<=0.3.25)"]
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@@ -364,7 +393,7 @@ torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
 [[package]]
-name = "Deprecated"
+name = "deprecated"
 version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
@@ -545,13 +574,13 @@ tqdm = ["tqdm"]
 
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-grpcio = ">=1.56.0"
+grpcio = ">=1.56.2"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -806,7 +835,7 @@ files = [
 ]
 
 [[package]]
-name = "Jinja2"
+name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
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 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
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+version = "16.0.6"
+description = "A Software Testing Tool"
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 ]
 
 [[package]]
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 [[package]]
 name = "protobuf"
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@@ -1917,11 +1944,17 @@ filelock = "*"
 jinja2 = "*"
 networkx = "*"
 sympy = "*"
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 typing-extensions = "*"
 
 [package.extras]
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+[package.source]
+type = "legacy"
+url = "https://download.pytorch.org/whl/cu118"
+reference = "pytorch-gpu-src"
+
 [[package]]
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 ]
 
 [[package]]
@@ -2369,4 +2426,4 @@ quantize = ["accelerate", "datasets", "texttable"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "65fa01feaf4d0c939bfa7991803e4454d853f56652e4349151ea8dd9aa8feedf"
+content-hash = "93fd0873b3e16c10b67a84216a84f5eb2f5067cb3ff8cb912446cc6a7fa9c030"
diff --git a/server/pyproject.toml b/server/pyproject.toml
index cc457b14..56afda0a 100644
--- a/server/pyproject.toml
+++ b/server/pyproject.toml
@@ -31,6 +31,7 @@ einops = "^0.6.1"
 texttable = { version = "^1.6.7", optional = true }
 datasets = { version = "^2.14.0", optional = true }
 peft = "^0.4.0"
+torch = {version = "^2.0.1+cu118", source = "pytorch-gpu-src"}
 
 [tool.poetry.extras]
 accelerate = ["accelerate"]
@@ -41,6 +42,12 @@ quantize = ["texttable", "datasets", "accelerate"]
 grpcio-tools = "^1.51.1"
 pytest = "^7.3.0"
 
+
+[[tool.poetry.source]]
+name = "pytorch-gpu-src"
+url = "https://download.pytorch.org/whl/cu118"
+priority = "explicit"
+
 [tool.pytest.ini_options]
 markers = ["private: marks tests as requiring an admin hf token (deselect with '-m \"not private\"')"]
 
diff --git a/server/requirements.txt b/server/requirements.txt
index 4ffb80a1..f9414b25 100644
--- a/server/requirements.txt
+++ b/server/requirements.txt
@@ -1,27 +1,31 @@
+--extra-index-url https://download.pytorch.org/whl/cu118
+
 accelerate==0.19.0 ; python_version >= "3.9" and python_version < "4.0"
 backoff==2.2.1 ; python_version >= "3.9" and python_version < "4.0"
-certifi==2023.5.7 ; python_version >= "3.9" and python_version < "4.0"
-charset-normalizer==3.1.0 ; python_version >= "3.9" and python_version < "4.0"
-click==8.1.3 ; python_version >= "3.9" and python_version < "4.0"
+certifi==2023.7.22 ; python_version >= "3.9" and python_version < "4.0"
+charset-normalizer==3.2.0 ; python_version >= "3.9" and python_version < "4.0"
+click==8.1.6 ; python_version >= "3.9" and python_version < "4.0"
+cmake==3.27.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and (sys_platform == "win32" or platform_system == "Windows")
 deprecated==1.2.14 ; python_version >= "3.9" and python_version < "4.0"
 einops==0.6.1 ; python_version >= "3.9" and python_version < "4.0"
 filelock==3.12.2 ; python_version >= "3.9" and python_version < "4.0"
 fsspec==2023.6.0 ; python_version >= "3.9" and python_version < "4.0"
-googleapis-common-protos==1.59.1 ; python_version >= "3.9" and python_version < "4.0"
+googleapis-common-protos==1.60.0 ; python_version >= "3.9" and python_version < "4.0"
 grpc-interceptor==0.15.2 ; python_version >= "3.9" and python_version < "4.0"
-grpcio-reflection==1.56.0 ; python_version >= "3.9" and python_version < "4.0"
-grpcio-status==1.56.0 ; python_version >= "3.9" and python_version < "4.0"
-grpcio==1.56.0 ; python_version >= "3.9" and python_version < "4.0"
+grpcio-reflection==1.56.2 ; python_version >= "3.9" and python_version < "4.0"
+grpcio-status==1.56.2 ; python_version >= "3.9" and python_version < "4.0"
+grpcio==1.56.2 ; python_version >= "3.9" and python_version < "4.0"
 hf-transfer==0.1.3 ; python_version >= "3.9" and python_version < "4.0"
 huggingface-hub==0.14.1 ; python_version >= "3.9" and python_version < "4.0"
 idna==3.4 ; python_version >= "3.9" and python_version < "4.0"
 jinja2==3.1.2 ; python_version >= "3.9" and python_version < "4.0"
+lit==16.0.6 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "4.0"
 loguru==0.6.0 ; python_version >= "3.9" and python_version < "4.0"
 markupsafe==2.1.3 ; python_version >= "3.9" and python_version < "4.0"
 mpmath==1.3.0 ; python_version >= "3.9" and python_version < "4.0"
 networkx==3.1 ; python_version >= "3.9" and python_version < "4.0"
-numpy==1.25.0 ; python_version >= "3.9" and python_version < "4.0"
+numpy==1.25.2 ; python_version >= "3.9" and python_version < "4.0"
 opentelemetry-api==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
 opentelemetry-exporter-otlp-proto-grpc==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
 opentelemetry-exporter-otlp-proto-http==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
@@ -33,9 +37,9 @@ opentelemetry-sdk==1.15.0 ; python_version >= "3.9" and python_version < "4.0"
 opentelemetry-semantic-conventions==0.36b0 ; python_version >= "3.9" and python_version < "4.0"
 packaging==23.1 ; python_version >= "3.9" and python_version < "4.0"
 peft==0.4.0 ; python_version >= "3.9" and python_version < "4.0"
-protobuf==4.23.3 ; python_version >= "3.9" and python_version < "4.0"
+protobuf==4.23.4 ; python_version >= "3.9" and python_version < "4.0"
 psutil==5.9.5 ; python_version >= "3.9" and python_version < "4.0"
-pyyaml==6.0 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
 regex==2023.6.3 ; python_version >= "3.9" and python_version < "4.0"
 requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0"
 safetensors==0.3.1 ; python_version >= "3.9" and python_version < "4.0"
@@ -43,11 +47,12 @@ sentencepiece==0.1.99 ; python_version >= "3.9" and python_version < "4.0"
 setuptools==68.0.0 ; python_version >= "3.9" and python_version < "4.0"
 sympy==1.12 ; python_version >= "3.9" and python_version < "4.0"
 tokenizers==0.13.3 ; python_version >= "3.9" and python_version < "4.0"
-torch==2.0.1 ; python_version >= "3.9" and python_version < "4.0"
+torch==2.0.1+cu118 ; python_version >= "3.9" and python_version < "4.0"
 tqdm==4.65.0 ; python_version >= "3.9" and python_version < "4.0"
 transformers==4.29.2 ; python_version >= "3.9" and python_version < "4.0"
+triton==2.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "4.0"
 typer==0.6.1 ; python_version >= "3.9" and python_version < "4.0"
 typing-extensions==4.7.1 ; python_version >= "3.9" and python_version < "4.0"
-urllib3==2.0.3 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.0.4 ; python_version >= "3.9" and python_version < "4.0"
 win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "win32"
 wrapt==1.15.0 ; python_version >= "3.9" and python_version < "4.0"