diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3d634ea..46baca7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ repos:
       - id: check-toml
       - id: debug-statements
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.11.0
+    rev: 25.12.0
     hooks:
       - id: black
   - repo: https://github.com/pycqa/isort
diff --git a/poetry.lock b/poetry.lock
index f789c4d..682d4b4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -74,18 +74,18 @@ test = ["astroid (>=2,<5)", "pytest (<9.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "autoray"
-version = "0.8.3"
+version = "0.8.4"
 description = "Abstract your array operations."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "autoray-0.8.3-py3-none-any.whl", hash = "sha256:fbb881a6e7f7727be67b660f27d4cace7727a90716effe262049bb1d59964eed"},
-    {file = "autoray-0.8.3.tar.gz", hash = "sha256:aff10b1f79778ea9f678df828f02b9c5c19c6f4e5b5b3095d9885bb41cd1da9d"},
+    {file = "autoray-0.8.4-py3-none-any.whl", hash = "sha256:287c366f2ba9d9c045ffa2b2421deea07439ed5a7f18b5d25b3a406d53b5c63c"},
+    {file = "autoray-0.8.4.tar.gz", hash = "sha256:b4ce7066334279b216431a260bb5b5b84d87815e3295020a76d8701e43dc3432"},
 ]
 
 [package.extras]
-docs = ["astroid (<3)", "furo", "ipython (!=8.7.0)", "myst-nb", "setuptools-scm", "sphinx (>=2.0)", "sphinx-autoapi", "sphinx-copybutton"]
+docs = ["astroid", "furo", "ipython", "myst-nb", "setuptools-scm", "sphinx", "sphinx-autoapi", "sphinx-copybutton"]
 tests = ["coverage", "numpy", "pytest", "pytest-cov"]
 
 [[package]]
@@ -105,18 +105,18 @@ dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)"
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.2"
+version = "4.14.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
 groups = ["docs"]
 files = [
-    {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
-    {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
+    {file = "beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"},
+    {file = "beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86"},
 ]
 
 [package.dependencies]
-soupsieve = ">1.2"
+soupsieve = ">=1.6.1"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
@@ -425,127 +425,291 @@ test = ["altair", "baytune", "chocolate", "cmaes", "dask", "distributed", "kahyp
 
 [[package]]
 name = "coverage"
-version = "7.12.0"
+version = "7.13.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["tests"]
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+cccl = ["nvidia-cuda-cccl-cu12 (==12.9.27.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cublas = ["nvidia-cublas-cu12 (==12.9.1.4.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cudart = ["nvidia-cuda-runtime-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cufft = ["nvidia-cufft-cu12 (==11.4.1.4.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cufile = ["nvidia-cufile-cu12 (==1.14.1.1.*) ; sys_platform == \"linux\""]
+cupti = ["nvidia-cuda-cupti-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+curand = ["nvidia-curand-cu12 (==10.3.10.19.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cusolver = ["nvidia-cusolver-cu12 (==11.7.5.82.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+cusparse = ["nvidia-cusparse-cu12 (==12.5.10.65.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
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+npp = ["nvidia-npp-cu12 (==12.4.1.87.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvcc = ["nvidia-cuda-nvcc-cu12 (==12.9.86.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvfatbin = ["nvidia-nvfatbin-cu12 (==12.9.82.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvjitlink = ["nvidia-nvjitlink-cu12 (==12.9.86.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvjpeg = ["nvidia-nvjpeg-cu12 (==12.4.0.76.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvml = ["nvidia-nvml-dev-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvrtc = ["nvidia-cuda-nvrtc-cu12 (==12.9.86.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+nvtx = ["nvidia-nvtx-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+opencl = ["nvidia-cuda-opencl-cu12 (==12.9.19.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+profiler = ["nvidia-cuda-profiler-api-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+sanitizer = ["nvidia-cuda-sanitizer-api-cu12 (==12.9.79.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
+
+[[package]]
+name = "cudensitymat-cu12"
+version = "0.3.2"
 description = "cuDensityMat - a component of NVIDIA cuQuantum SDK"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"cuda\""
 files = [
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 [package.dependencies]
-cutensor-cu11 = ">=2.0.2,<3"
+cutensor-cu12 = ">=2.3.1,<3"
+cutensornet-cu12 = ">=2.9.1,<3"
 
 [[package]]
-name = "cupy-cuda11x"
+name = "cupauliprop-cu12"
+version = "0.1.0"
+description = "cuPauliProp - a component of NVIDIA cuQuantum SDK"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"cuda\""
+files = [
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+]
+
+[[package]]
+name = "cupy-cuda12x"
 version = "13.6.0"
 description = "CuPy: NumPy & SciPy for GPU"
 optional = true
@@ -553,21 +717,21 @@ python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"cuda\""
 files = [
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 ]
 
 [package.dependencies]
@@ -579,74 +743,92 @@ all = ["Cython (>=3)", "optuna (>=2.0)", "scipy (>=1.7,<1.17)"]
 test = ["hypothesis (>=6.37.2,<6.55.0)", "mpmath", "packaging", "pytest (>=7.2)"]
 
 [[package]]
-name = "cuquantum-python-cu11"
-version = "24.11.0"
+name = "cuquantum-python-cu12"
+version = "25.11.1"
 description = "NVIDIA cuQuantum Python"
 optional = true
-python-versions = ">=3.10"
+python-versions = ">=3.11"
 groups = ["main"]
 markers = "extra == \"cuda\""
 files = [
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+    {file = "cuquantum_python_cu12-25.11.1-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:56d41f1ad2eb3d1ea6d4db2ba85dde430c037d3629b396a19f1c12ebd17f4efb"},
+    {file = "cuquantum_python_cu12-25.11.1-cp313-cp313-manylinux2014_x86_64.whl", hash = "sha256:3701ed37ebab6c8bc09fefd34cac59ebc2d9d18f2c73cff5b48febdb4e3debbb"},
 ]
 
 [package.dependencies]
-cudensitymat-cu11 = ">=0.0.5,<0.1.0"
-cupy-cuda11x = ">=13.0"
-custatevec-cu11 = ">=1.7,<2.0"
-cutensornet-cu11 = ">=2.6,<3.0"
+cuda-bindings = ">=12.9.2,<13.0.0"
+cudensitymat-cu12 = ">=0.3.2,<0.4"
+cupauliprop-cu12 = ">=0.1.0,<0.2"
+cupy-cuda12x = ">=13.0"
+custabilizer-cu12 = ">=0.1.0,<0.2"
+custatevec-cu12 = ">=1.11,<2.0"
+cutensornet-cu12 = ">=2.10.1,<3"
 numpy = ">=1.21,<3.0"
+nvmath-python = "0.6.0"
 
 [package.extras]
-test = ["cffi (>=1.0.0)", "cirq-core", "jsonschema (==4.17.3)", "nbconvert", "nbformat", "networkx", "opt-einsum", "pylatexenc", "pytest (>=6.2)", "pytest-xdist", "qiskit", "qiskit-aer", "scipy"]
+jax = ["cuquantum-python-jax"]
+test = ["cffi (>=1.0.0)", "cirq-core", "jsonschema (==4.17.3)", "mpi4py", "nbconvert", "nbformat", "networkx", "opt_einsum", "pylatexenc", "pytest (>=6.2)", "pytest-xdist", "qiskit (>=1.4.2,<3)", "qiskit-aer", "stim (==1.15.0)"]
 
 [[package]]
-name = "custatevec-cu11"
-version = "1.9.0.post0"
+name = "custabilizer-cu12"
+version = "0.1.0"
+description = "cuStabilizer - a component of NVIDIA cuQuantum SDK"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"cuda\""
+files = [
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+]
+
+[[package]]
+name = "custatevec-cu12"
+version = "1.11.0"
 description = "cuStateVec - a component of NVIDIA cuQuantum SDK"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"cuda\""
 files = [
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 ]
 
 [[package]]
-name = "cutensor-cu11"
-version = "2.2.0"
+name = "cutensor-cu12"
+version = "2.4.1"
 description = "NVIDIA cuTENSOR"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"cuda\""
 files = [
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 [package.dependencies]
-cutensor-cu11 = ">=2.2,<3"
+cutensor-cu12 = ">=2.3.1,<3"
 
 [[package]]
 name = "cycler"
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 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
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 [package.dependencies]
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 [[package]]
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 [package.dependencies]
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-dev = ["abi3audit", "black", "check-manifest", "colorama ; os_name == \"nt\"", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pyreadline ; os_name == \"nt\"", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
-test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "setuptools", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
+test = ["enum34 ; python_version <= \"3.4\"", "ipaddress ; python_version < \"3.0\"", "mock ; python_version < \"3.0\"", "pywin32 ; sys_platform == \"win32\"", "wmi ; sys_platform == \"win32\""]
 
 [[package]]
 name = "ptyprocess"
@@ -2375,6 +2874,37 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "pywin32"
+version = "311"
+description = "Python for Window Extensions"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"cuda\" and platform_system == \"Windows\""
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+
 [[package]]
 name = "pyyaml"
 version = "6.0.3"
@@ -2460,7 +2990,7 @@ files = [
 
 [[package]]
 name = "qibo"
-version = "0.2.23"
+version = "0.2.24"
 description = "A framework for quantum computing with hardware acceleration."
 optional = false
 python-versions = ">=3.10,<3.14"
@@ -2489,7 +3019,33 @@ qulacs = ["qulacs (>=0.6.4,<0.7.0) ; python_version < \"3.13\""]
 type = "git"
 url = "https://github.com/qiboteam/qibo"
 reference = "backends"
-resolved_reference = "2bfe46abdfcf84486cbfddb4fe4c9164a47e8486"
+resolved_reference = "c526a3e422ab20d29b49545da7b25846d5f4afdf"
+
+[[package]]
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+version = "0.1.13"
+description = "Simulation tools based on numba and cupy."
+optional = false
+python-versions = ">=3.10,<3.14"
+groups = ["main"]
+files = []
+develop = false
+
+[package.dependencies]
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+psutil = "^5.9.5"
+qibo = {git = "https://github.com/qiboteam/qibo", branch = "backends"}
+scipy = "^1.10.1"
+
+[package.extras]
+cupy = ["cupy-cuda12x (>=13.1.0,<14.0.0)"]
+cuquantum = ["cuquantum-python-cu12 (>=24.1.0,<25.0.0)"]
+
+[package.source]
+type = "git"
+url = "https://github.com/qiboteam/qibojit.git"
+reference = "backends"
+resolved_reference = "872c0021503ab6b0e3a8ace2d953ad36cd156ef3"
 
 [[package]]
 name = "qiskit"
@@ -2498,7 +3054,6 @@ description = "An open-source SDK for working with quantum computers at the leve
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"qmatchatea\""
 files = [
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@@ -2582,7 +3137,6 @@ description = "Quantum TEA's python tensor network library"
 optional = true
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "extra == \"qmatchatea\""
 files = [
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@@ -2655,7 +3209,6 @@ description = "A High-Performance Graph Library for Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"qmatchatea\""
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@@ -3004,69 +3557,64 @@ test = ["pytest"]
 
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+version = "2.0.45"
 description = "Database Abstraction Library"
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 python-versions = ">=3.7"
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+    {file = "sqlalchemy-2.0.45-py3-none-any.whl", hash = "sha256:5225a288e4c8cc2308dbdd874edad6e7d0fd38eac1e9e5f23503425c8eee20d0"},
+    {file = "sqlalchemy-2.0.45.tar.gz", hash = "sha256:1632a4bda8d2d25703fdad6363058d882541bdaaee0e5e3ddfa0cd3229efce88"},
 ]
 
 [package.dependencies]
@@ -3125,7 +3673,6 @@ description = "Manage dynamic plugins for Python applications"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"qmatchatea\""
 files = [
     {file = "stevedore-5.6.0-py3-none-any.whl", hash = "sha256:4a36dccefd7aeea0c70135526cecb7766c4c84c473b1af68db23d541b6dc1820"},
     {file = "stevedore-5.6.0.tar.gz", hash = "sha256:f22d15c6ead40c5bbfa9ca54aa7e7b4a07d59b36ae03ed12ced1a54cf0b51945"},
@@ -3138,7 +3685,6 @@ description = "Python library providing wrappers to SymEngine"
 optional = true
 python-versions = "<4,>=3.8"
 groups = ["main"]
-markers = "extra == \"qmatchatea\""
 files = [
     {file = "symengine-0.13.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:259fd4111c7a70c72bdff5686de1949e8132baeb612eacdaf8837720c6fe449b"},
     {file = "symengine-0.13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:44f2eb28a1e36db0bbd6679435412f79da9743bf9c1cb3eff25e0c343b7ddd48"},
@@ -3294,21 +3840,21 @@ markers = {dev = "python_version == \"3.11\""}
 
 [[package]]
 name = "urllib3"
-version = "2.5.0"
+version = "2.6.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
-    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+    {file = "urllib3-2.6.2-py3-none-any.whl", hash = "sha256:ec21cddfe7724fc7cb4ba4bea7aa8e2ef36f607a4bab81aa6ce42a13dc3f03dd"},
+    {file = "urllib3-2.6.2.tar.gz", hash = "sha256:016f9c98bb7e98085cb2b4b17b87d2c702975664e4f060c6532e64d1c1a5e797"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "wcwidth"
@@ -3323,10 +3869,10 @@ files = [
 ]
 
 [extras]
-cuda = ["cupy-cuda11x", "cuquantum-python-cu11"]
-qmatchatea = ["qiskit", "qmatchatea", "qtealeaves"]
+cuda = ["cuda-toolkit", "cupy-cuda12x", "cuquantum-python-cu12", "nvidia-nccl-cu12"]
+qmatchatea = ["qmatchatea"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.14"
-content-hash = "e7fa6e7a211343674411b5fb57f7cd79a5ebbb06ad755a7978f5f81bca1e8ca1"
+content-hash = "0592d3431bcbb386f8b7e800d12e532baf30c45d2e26c39052a279ab4e510e13"
diff --git a/pyproject.toml b/pyproject.toml
index c95f764..854d89e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,17 +22,20 @@ packages = [{ include = "qibotn", from = "src" }]
 [tool.poetry.dependencies]
 python = ">=3.11,<3.14"
 qibo = { git="https://github.com/qiboteam/qibo", branch="backends" }
+qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="backends" }
 quimb = { version = "^1.10.0", extras = ["tensor"] }
-cupy-cuda11x = { version = "^13.1.0", optional = true }
-cuquantum-python-cu11 = { version = "^24.1.0", optional = true }
+cupy-cuda12x = { version = "^13.6.0", optional = true }
+cuda-toolkit = {extras = ["all"], version = "^12.9.1"}
+nvidia-nccl-cu12 = { version = "^2.16.5", optional = true }
+cuquantum-python-cu12 = { version = "^25.9.1", optional = true }
 qmatchatea = { version = "^1.4.3", optional = true }
 qiskit = { version = "^1.4.0", optional = true }
 qtealeaves = { version = "^1.5.20", optional = true }
 
 
 [tool.poetry.extras]
-cuda = ["cupy-cuda11x", "cuquantum-python-cu11", "mpi4py"]
-qmatchatea = ["qmatchatea", "qtealeaves", "qiskit"]
+cuda = ["cupy-cuda12x", "cuda-toolkit", "nvidia-nccl-cu12", "cuquantum-python-cu12", "mpi4py"]
+qmatchatea = ["qmatchatea"]
 
 [tool.poetry.group.docs]
 optional = true
diff --git a/src/qibotn/circuit_to_mps.py b/src/qibotn/circuit_to_mps.py
index 9d98c19..680ef9b 100644
--- a/src/qibotn/circuit_to_mps.py
+++ b/src/qibotn/circuit_to_mps.py
@@ -1,6 +1,6 @@
 import cupy as cp
+import cuquantum.bindings.cutensornet as cutn
 import numpy as np
-from cuquantum import cutensornet as cutn
 
 from qibotn.circuit_convertor import QiboCircuitToEinsum
 from qibotn.mps_utils import apply_gate, initial
diff --git a/src/qibotn/eval.py b/src/qibotn/eval.py
index afba962..680c817 100644
--- a/src/qibotn/eval.py
+++ b/src/qibotn/eval.py
@@ -1,8 +1,8 @@
 import cupy as cp
-import cuquantum.cutensornet as cutn
+import cuquantum.bindings.cutensornet as cutn
 from cupy.cuda import nccl
 from cupy.cuda.runtime import getDeviceCount
-from cuquantum import Network, contract
+from cuquantum.tensornet import Network, contract
 from mpi4py import MPI
 from qibo import hamiltonians
 from qibo.symbols import I, X, Y, Z
diff --git a/src/qibotn/mps_contraction_helper.py b/src/qibotn/mps_contraction_helper.py
index c437004..fcb4441 100644
--- a/src/qibotn/mps_contraction_helper.py
+++ b/src/qibotn/mps_contraction_helper.py
@@ -1,4 +1,4 @@
-from cuquantum import contract, contract_path
+from cuquantum.tensornet import contract, contract_path
 
 # Reference: https://github.com/NVIDIA/cuQuantum/blob/main/python/samples/cutensornet/tn_algorithms/mps_algorithms.ipynb
 
diff --git a/src/qibotn/mps_utils.py b/src/qibotn/mps_utils.py
index 878a5aa..1450837 100644
--- a/src/qibotn/mps_utils.py
+++ b/src/qibotn/mps_utils.py
@@ -1,6 +1,6 @@
 import cupy as cp
-from cuquantum import contract
-from cuquantum.cutensornet.experimental import contract_decompose
+from cuquantum.tensornet import contract
+from cuquantum.tensornet.experimental import contract_decompose
 
 
 def initial(num_qubits, dtype):