diff --git a/Dockerfile b/Dockerfile
index 4c64a643..138fd8c5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -184,6 +184,12 @@ WORKDIR /usr/src
 COPY server/Makefile-selective-scan Makefile
 RUN make build-all
 
+# Build flashinfer
+FROM kernel-builder AS flashinfer-builder
+WORKDIR /usr/src
+COPY server/Makefile-flashinfer Makefile
+RUN make build-flashinfer
+
 # Text Generation Inference base image
 FROM nvidia/cuda:12.1.0-base-ubuntu22.04 AS base
 
@@ -236,6 +242,7 @@ COPY --from=vllm-builder /usr/src/vllm/build/lib.linux-x86_64-cpython-310 /opt/c
 # Copy build artifacts from mamba builder
 COPY --from=mamba-builder /usr/src/mamba/build/lib.linux-x86_64-cpython-310/ /opt/conda/lib/python3.10/site-packages
 COPY --from=mamba-builder /usr/src/causal-conv1d/build/lib.linux-x86_64-cpython-310/ /opt/conda/lib/python3.10/site-packages
+COPY --from=flashinfer-builder /usr/src/flashinfer/build/lib.linux-x86_64-cpython-310/ /opt/conda/lib/python3.10/site-packages
 
 # Install flash-attention dependencies
 RUN pip install einops --no-cache-dir
diff --git a/server/Makefile b/server/Makefile
index 51ea8b32..9338b299 100644
--- a/server/Makefile
+++ b/server/Makefile
@@ -7,6 +7,7 @@ include Makefile-selective-scan
 include Makefile-lorax-punica
 include Makefile-fbgemm
 include Makefile-exllamav2
+include Makefile-flashinfer
 
 unit-tests:
 	pytest -s -vv -m "not private" tests
diff --git a/server/Makefile-flashinfer b/server/Makefile-flashinfer
new file mode 100644
index 00000000..c377eb0e
--- /dev/null
+++ b/server/Makefile-flashinfer
@@ -0,0 +1,12 @@
+flashinfer_commit := v0.1.5
+
+build-flashinfer:
+	git clone https://github.com/flashinfer-ai/flashinfer.git flashinfer && \
+	cd flashinfer && git fetch && git checkout $(flashinfer_commit)  && \
+	git submodule update --init --recursive && \
+	cd python/ && \
+	CUDA_ARCH_LIST="8.0;9.0a" NVCC_GENCODE="-gencode=arch=compute_80,code=sm_80 -gencode=arch=compute_90a,code=sm_90a" TORCH_CUDA_ARCH_LIST="8.0;9.0a" python setup.py build
+
+install-flashinfer: build-flashinfer
+	cd flashinfer/python/ &&  \
+	CUDA_ARCH_LIST="8.0;9.0a" NVCC_GENCODE="-gencode=arch=compute_80,code=sm_80 -gencode=arch=compute_90a,code=sm_90a" TORCH_CUDA_ARCH_LIST="8.0;9.0a" python setup.py install