diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index fd059e70a61..1f72c46dffe 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -172,7 +172,7 @@ jobs:
       group: ${{ needs.build-and-push.outputs.runs_on }}
     if: needs.build-and-push.outputs.runs_on != 'ubuntu-latest'
     env:
-      PYTEST_FLAGS: ${{ (startsWith(github.ref, 'refs/tags/') || github.ref == 'refs/heads/main' || inputs.release-tests == true) && '--release' || '' }}
+      PYTEST_FLAGS: ${{ (startsWith(github.ref, 'refs/tags/') || github.ref == 'refs/heads/main' || inputs.release-tests == true) && '--release' || '--release' }}
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
diff --git a/Dockerfile b/Dockerfile
index ed0c4aa3571..4c64a643526 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -88,6 +88,7 @@ RUN case ${TARGETPLATFORM} in \
 FROM pytorch-install AS kernel-builder
 
 ARG MAX_JOBS=8
+ENV TORCH_CUDA_ARCH_LIST="8.0;8.6;9.0+PTX"
 
 RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
         ninja-build cmake \
@@ -118,7 +119,7 @@ FROM kernel-builder AS exllama-kernels-builder
 WORKDIR /usr/src
 COPY server/exllama_kernels/ .
 
-RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" python setup.py build
+RUN python setup.py build
 
 # Build Transformers exllama kernels
 FROM kernel-builder AS exllamav2-kernels-builder
@@ -126,21 +127,21 @@ WORKDIR /usr/src
 COPY server/Makefile-exllamav2/ Makefile
 
 # Build specific version of transformers
-RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-exllamav2
+RUN make build-exllamav2
 
 # Build Transformers awq kernels
 FROM kernel-builder AS awq-kernels-builder
 WORKDIR /usr/src
 COPY server/Makefile-awq Makefile
 # Build specific version of transformers
-RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-awq
+RUN make build-awq
 
 # Build eetq kernels
 FROM kernel-builder AS eetq-kernels-builder
 WORKDIR /usr/src
 COPY server/Makefile-eetq Makefile
 # Build specific version of transformers
-RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-eetq
+RUN make build-eetq
 
 # Build Lorax Punica kernels
 FROM kernel-builder AS lorax-punica-builder
diff --git a/integration-tests/models/__snapshots__/test_bloom_560m/test_bloom_560m.json b/integration-tests/models/__snapshots__/test_bloom_560m/test_bloom_560m.json
index 5d0eeef619b..54c66408db0 100644
--- a/integration-tests/models/__snapshots__/test_bloom_560m/test_bloom_560m.json
+++ b/integration-tests/models/__snapshots__/test_bloom_560m/test_bloom_560m.json
@@ -11,52 +11,52 @@
       },
       {
         "id": 49833,
-        "logprob": -10.546875,
+        "logprob": -10.5703125,
         "text": " dég"
       },
       {
         "id": 21543,
-        "logprob": -0.18457031,
+        "logprob": -0.14746094,
         "text": "uster"
       },
       {
         "id": 447,
-        "logprob": -1.9287109,
+        "logprob": -1.9277344,
         "text": " un"
       },
       {
         "id": 46341,
-        "logprob": -15.4296875,
+        "logprob": -15.421875,
         "text": " ort"
       },
       {
         "id": 35567,
-        "logprob": -7.578125,
+        "logprob": -7.5820312,
         "text": "olan"
       },
       {
         "id": 15,
-        "logprob": -1.4003906,
+        "logprob": -1.4013672,
         "text": ","
       },
       {
         "id": 1669,
-        "logprob": -1.5439453,
+        "logprob": -1.5595703,
         "text": " il"
       },
       {
         "id": 11580,
-        "logprob": -0.93896484,
+        "logprob": -0.9428711,
         "text": " faut"
       },
       {
         "id": 3913,
-        "logprob": -3.7207031,
+        "logprob": -3.703125,
         "text": " tout"
       },
       {
         "id": 39261,
-        "logprob": -1.5742188,
+        "logprob": -1.7763672,
         "text": " d'abord"
       }
     ],
@@ -64,19 +64,19 @@
     "tokens": [
       {
         "id": 578,
-        "logprob": -1.6474609,
+        "logprob": -1.7822266,
         "special": false,
         "text": " le"
       },
       {
         "id": 5608,
-        "logprob": -2.4707031,
+        "logprob": -2.4882812,
         "special": false,
         "text": " faire"
       },
       {
         "id": 7735,
-        "logprob": -2.4355469,
+        "logprob": -2.4199219,
         "special": false,
         "text": " fond"
       },
@@ -94,13 +94,13 @@
       },
       {
         "id": 366,
-        "logprob": -1.1953125,
+        "logprob": -1.1308594,
         "special": false,
         "text": " la"
       },
       {
         "id": 48844,
-        "logprob": -1.7978516,
+        "logprob": -1.7900391,
         "special": false,
         "text": " cass"
       },
@@ -118,7 +118,7 @@
       },
       {
         "id": 2940,
-        "logprob": -1.9335938,
+        "logprob": -1.9306641,
         "special": false,
         "text": " avec"
       }
diff --git a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json
index 3ac8d050c6b..6b45cf6b9b4 100644
--- a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json
+++ b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json
@@ -11,7 +11,7 @@
       },
       {
         "id": 3533,
-        "logprob": -9.5625,
+        "logprob": -9.625,
         "text": "Test"
       },
       {
@@ -24,13 +24,13 @@
     "tokens": [
       {
         "id": 2143,
-        "logprob": -1.8203125,
+        "logprob": -1.828125,
         "special": false,
         "text": " sent"
       },
       {
         "id": 10081,
-        "logprob": -0.55078125,
+        "logprob": -0.41210938,
         "special": false,
         "text": " successfully"
       },
@@ -42,7 +42,7 @@
       },
       {
         "id": 100001,
-        "logprob": -0.12695312,
+        "logprob": -0.16015625,
         "special": true,
         "text": "<｜end▁of▁sentence｜>"
       }
diff --git a/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma.json b/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma.json
index 96f2ce17466..8829f9fe6a8 100644
--- a/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma.json
+++ b/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma.json
@@ -24,13 +24,13 @@
     "tokens": [
       {
         "id": 1736,
-        "logprob": -2.046875,
+        "logprob": -2.03125,
         "special": false,
         "text": " form"
       },
       {
         "id": 109,
-        "logprob": -1.8828125,
+        "logprob": -1.8671875,
         "special": false,
         "text": "\n\n"
       },
@@ -42,48 +42,48 @@
       },
       {
         "id": 2121,
-        "logprob": -1.78125,
+        "logprob": -1.8125,
         "special": false,
         "text": " test"
       },
       {
         "id": 3853,
-        "logprob": -0.23632812,
+        "logprob": -0.24121094,
         "special": false,
         "text": " request"
       },
       {
         "id": 1736,
-        "logprob": -0.09326172,
+        "logprob": -0.100097656,
         "special": false,
         "text": " form"
       },
       {
         "id": 603,
-        "logprob": -0.8828125,
+        "logprob": -0.9453125,
         "special": false,
         "text": " is"
       },
       {
-        "id": 1671,
-        "logprob": -1.6171875,
+        "id": 476,
+        "logprob": -1.703125,
         "special": false,
-        "text": " used"
+        "text": " a"
       },
       {
-        "id": 577,
-        "logprob": -0.390625,
+        "id": 4551,
+        "logprob": -2.453125,
         "special": false,
-        "text": " to"
+        "text": " document"
       },
       {
-        "id": 3853,
-        "logprob": -1.2265625,
+        "id": 674,
+        "logprob": -0.796875,
         "special": false,
-        "text": " request"
+        "text": " that"
       }
     ],
     "top_tokens": null
   },
-  "generated_text": " form\n\nThe test request form is used to request"
+  "generated_text": " form\n\nThe test request form is a document that"
 }
diff --git a/integration-tests/models/__snapshots__/test_flash_pali_gemma/test_flash_pali_gemma.json b/integration-tests/models/__snapshots__/test_flash_pali_gemma/test_flash_pali_gemma.json
index 037e0b16984..0096f807db4 100644
--- a/integration-tests/models/__snapshots__/test_flash_pali_gemma/test_flash_pali_gemma.json
+++ b/integration-tests/models/__snapshots__/test_flash_pali_gemma/test_flash_pali_gemma.json
@@ -8,13 +8,13 @@
     "tokens": [
       {
         "id": 54901,
-        "logprob": -0.72753906,
+        "logprob": -0.84765625,
         "special": false,
         "text": "beach"
       },
       {
         "id": 1,
-        "logprob": -0.011009216,
+        "logprob": -0.008666992,
         "special": true,
         "text": "<eos>"
       }
diff --git a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json
index 221ff13d9e0..b407ef7147a 100644
--- a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json
+++ b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json
@@ -19,25 +19,25 @@
     "tokens": [
       {
         "id": 284,
-        "logprob": -0.19421387,
+        "logprob": -0.28955078,
         "special": false,
         "text": " to"
       },
       {
         "id": 3758,
-        "logprob": -0.62597656,
+        "logprob": -0.7739258,
         "special": false,
         "text": " send"
       },
       {
         "id": 1366,
-        "logprob": -0.87060547,
+        "logprob": -0.85253906,
         "special": false,
         "text": " data"
       },
       {
         "id": 625,
-        "logprob": -0.88427734,
+        "logprob": -0.8984375,
         "special": false,
         "text": " over"
       },
@@ -49,7 +49,7 @@
       },
       {
         "id": 3127,
-        "logprob": -1.9462891,
+        "logprob": -1.9404297,
         "special": false,
         "text": " network"
       }
diff --git a/integration-tests/models/__snapshots__/test_llava_next/test_flash_llava_next_load.json b/integration-tests/models/__snapshots__/test_llava_next/test_flash_llava_next_load.json
index 2007c0f2348..50ce2e31e81 100644
--- a/integration-tests/models/__snapshots__/test_llava_next/test_flash_llava_next_load.json
+++ b/integration-tests/models/__snapshots__/test_llava_next/test_flash_llava_next_load.json
@@ -12,7 +12,7 @@
         },
         {
           "id": 1247,
-          "logprob": -2.3886719,
+          "logprob": -2.390625,
           "text": "User"
         },
         {
@@ -27,12 +27,12 @@
         },
         {
           "id": 32000,
-          "logprob": -10.671875,
+          "logprob": -10.6953125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.7109375,
+          "logprob": -15.828125,
           "text": "<image>"
         },
         {
@@ -42,82 +42,82 @@
         },
         {
           "id": 32000,
-          "logprob": -10.0234375,
+          "logprob": -10.03125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.1328125,
+          "logprob": -10.140625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.421875,
+          "logprob": -10.3125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.90625,
+          "logprob": -12.6640625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -16.59375,
+          "logprob": -15.4921875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.828125,
+          "logprob": -13.8671875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.390625,
+          "logprob": -11.3671875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.1171875,
+          "logprob": -10.1015625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.1640625,
+          "logprob": -10.1796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.234375,
+          "logprob": -10.2421875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.3984375,
+          "logprob": -10.4609375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.015625,
+          "logprob": -14.34375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.0859375,
+          "logprob": -13.1796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.2734375,
+          "logprob": -13.328125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.359375,
+          "logprob": -14.3515625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.0390625,
+          "logprob": -11.0546875,
           "text": "<image>"
         },
         {
@@ -127,12 +127,12 @@
         },
         {
           "id": 32000,
-          "logprob": -10.5234375,
+          "logprob": -10.515625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.4765625,
+          "logprob": -10.4453125,
           "text": "<image>"
         },
         {
@@ -142,22 +142,22 @@
         },
         {
           "id": 32000,
-          "logprob": -13.6171875,
+          "logprob": -13.59375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.359375,
+          "logprob": -11.234375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.8359375,
+          "logprob": -10.8125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -17.34375,
+          "logprob": -17.234375,
           "text": "<image>"
         },
         {
@@ -172,12 +172,12 @@
         },
         {
           "id": 32000,
-          "logprob": -10.640625,
+          "logprob": -10.6484375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -18.390625,
+          "logprob": -17.984375,
           "text": "<image>"
         },
         {
@@ -187,17 +187,17 @@
         },
         {
           "id": 32000,
-          "logprob": -11.5625,
+          "logprob": -11.5703125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -9.875,
+          "logprob": -9.8671875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.7734375,
+          "logprob": -10.7578125,
           "text": "<image>"
         },
         {
@@ -207,32 +207,32 @@
         },
         {
           "id": 32000,
-          "logprob": -10.96875,
+          "logprob": -10.984375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.609375,
+          "logprob": -10.625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.09375,
+          "logprob": -11.109375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.5078125,
+          "logprob": -10.5,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.4453125,
+          "logprob": -11.4609375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.59375,
+          "logprob": -13.09375,
           "text": "<image>"
         },
         {
@@ -242,127 +242,127 @@
         },
         {
           "id": 32000,
-          "logprob": -10.5625,
+          "logprob": -10.5390625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.640625,
+          "logprob": -10.625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.9765625,
+          "logprob": -10.9296875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.765625,
+          "logprob": -11.7734375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.3671875,
+          "logprob": -12.40625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.0234375,
+          "logprob": -12.125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.59375,
+          "logprob": -10.578125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.7421875,
+          "logprob": -10.7265625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.0625,
+          "logprob": -11.40625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.3828125,
+          "logprob": -10.359375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.171875,
+          "logprob": -11.1796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.0234375,
+          "logprob": -11.0390625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -18.40625,
+          "logprob": -18.703125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.9921875,
+          "logprob": -11.015625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.7109375,
+          "logprob": -15.6796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.15625,
+          "logprob": -12.171875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.40625,
+          "logprob": -10.4140625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.0625,
+          "logprob": -13.015625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.78125,
+          "logprob": -11.8046875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.5625,
+          "logprob": -10.5703125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.796875,
+          "logprob": -10.8125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.8359375,
+          "logprob": -10.8046875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.2421875,
+          "logprob": -10.2734375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.2265625,
+          "logprob": -10.234375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.2578125,
+          "logprob": -10.265625,
           "text": "<image>"
         },
         {
@@ -372,32 +372,32 @@
         },
         {
           "id": 32000,
-          "logprob": -13.015625,
+          "logprob": -12.8125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -10.7890625,
+          "logprob": -10.671875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.4296875,
+          "logprob": -11.40625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.8125,
+          "logprob": -12.8046875,
           "text": "<image>"
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+          "logprob": -14.2578125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.671875,
+          "logprob": -11.6796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.5546875,
+          "logprob": -12.546875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -16.375,
+          "logprob": -16.34375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.8828125,
+          "logprob": -13.875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.6171875,
+          "logprob": -14.6484375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.625,
+          "logprob": -12.6015625,
           "text": "<image>"
         },
         {
@@ -58639,22 +58639,22 @@
         },
         {
           "id": 32000,
-          "logprob": -12.75,
+          "logprob": -12.7578125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.6875,
+          "logprob": -11.6796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.5625,
+          "logprob": -14.5703125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.34375,
+          "logprob": -11.3515625,
           "text": "<image>"
         },
         {
@@ -58664,62 +58664,62 @@
         },
         {
           "id": 32000,
-          "logprob": -10.984375,
+          "logprob": -10.9296875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.2109375,
+          "logprob": -13.203125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.265625,
+          "logprob": -12.2734375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.234375,
+          "logprob": -12.1796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.9765625,
+          "logprob": -11.953125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.9296875,
+          "logprob": -12.90625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.0625,
+          "logprob": -12.0546875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.4609375,
+          "logprob": -11.4453125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.953125,
+          "logprob": -14.9453125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.6484375,
+          "logprob": -13.625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.296875,
+          "logprob": -11.2890625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.9375,
+          "logprob": -12.9609375,
           "text": "<image>"
         },
         {
@@ -58734,17 +58734,17 @@
         },
         {
           "id": 32000,
-          "logprob": -12.265625,
+          "logprob": -12.28125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.3203125,
+          "logprob": -12.328125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.1953125,
+          "logprob": -15.1875,
           "text": "<image>"
         },
         {
@@ -58754,17 +58754,17 @@
         },
         {
           "id": 32000,
-          "logprob": -12.09375,
+          "logprob": -12.078125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.0546875,
+          "logprob": -15.0625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -15.59375,
+          "logprob": -15.5703125,
           "text": "<image>"
         },
         {
@@ -58774,22 +58774,22 @@
         },
         {
           "id": 32000,
-          "logprob": -12.3515625,
+          "logprob": -12.3359375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.90625,
+          "logprob": -14.9140625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.609375,
+          "logprob": -12.6171875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.671875,
+          "logprob": -14.6640625,
           "text": "<image>"
         },
         {
@@ -58799,17 +58799,17 @@
         },
         {
           "id": 32000,
-          "logprob": -15.2265625,
+          "logprob": -15.2109375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.78125,
+          "logprob": -11.796875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.6875,
+          "logprob": -13.703125,
           "text": "<image>"
         },
         {
@@ -58819,37 +58819,37 @@
         },
         {
           "id": 32000,
-          "logprob": -11.796875,
+          "logprob": -11.7890625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.03125,
+          "logprob": -12.0,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.875,
+          "logprob": -12.8828125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -16.515625,
+          "logprob": -16.375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.7734375,
+          "logprob": -12.78125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.4609375,
+          "logprob": -12.4453125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.3984375,
+          "logprob": -13.3828125,
           "text": "<image>"
         },
         {
@@ -58864,17 +58864,17 @@
         },
         {
           "id": 32000,
-          "logprob": -11.4375,
+          "logprob": -11.453125,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.734375,
+          "logprob": -12.71875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.828125,
+          "logprob": -11.84375,
           "text": "<image>"
         },
         {
@@ -58884,67 +58884,67 @@
         },
         {
           "id": 32000,
-          "logprob": -14.734375,
+          "logprob": -14.71875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.3984375,
+          "logprob": -14.265625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.0078125,
+          "logprob": -12.0390625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.578125,
+          "logprob": -13.6015625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.578125,
+          "logprob": -13.6484375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.3359375,
+          "logprob": -11.3046875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.984375,
+          "logprob": -11.96875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.421875,
+          "logprob": -13.3984375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.9140625,
+          "logprob": -12.921875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -14.34375,
+          "logprob": -14.2109375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.8828125,
+          "logprob": -12.875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.890625,
+          "logprob": -13.875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.3203125,
+          "logprob": -13.359375,
           "text": "<image>"
         },
         {
@@ -58954,7 +58954,7 @@
         },
         {
           "id": 32000,
-          "logprob": -11.9765625,
+          "logprob": -11.984375,
           "text": "<image>"
         },
         {
@@ -58964,12 +58964,12 @@
         },
         {
           "id": 32000,
-          "logprob": -12.0078125,
+          "logprob": -12.015625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.0390625,
+          "logprob": -11.03125,
           "text": "<image>"
         },
         {
@@ -58984,17 +58984,17 @@
         },
         {
           "id": 32000,
-          "logprob": -13.8203125,
+          "logprob": -13.7734375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -13.5078125,
+          "logprob": -13.5546875,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.734375,
+          "logprob": -11.7265625,
           "text": "<image>"
         },
         {
@@ -59004,22 +59004,22 @@
         },
         {
           "id": 32000,
-          "logprob": -17.3125,
+          "logprob": -16.84375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.5234375,
+          "logprob": -12.5859375,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -17.625,
+          "logprob": -17.640625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -11.9296875,
+          "logprob": -11.9453125,
           "text": "<image>"
         },
         {
@@ -59029,17 +59029,17 @@
         },
         {
           "id": 32000,
-          "logprob": -15.9140625,
+          "logprob": -16.0,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -16.65625,
+          "logprob": -16.625,
           "text": "<image>"
         },
         {
           "id": 32000,
-          "logprob": -12.5,
+          "logprob": -12.4921875,
           "text": "<image>"
         },
         {
@@ -59049,17 +59049,17 @@
         },
         {
           "id": 368,
-          "logprob": -0.19726562,
+          "logprob": -0.19604492,
           "text": "you"
         },
         {
           "id": 1912,
-          "logprob": -1.4990234,
+          "logprob": -1.5058594,
           "text": "tell"
         },
         {
           "id": 528,
-          "logprob": -0.31152344,
+          "logprob": -0.31030273,
           "text": "me"
         },
         {
@@ -59074,22 +59074,22 @@
         },
         {
           "id": 2485,
-          "logprob": -0.9941406,
+          "logprob": -0.9975586,
           "text": "short"
         },
         {
           "id": 2838,
-          "logprob": -0.46118164,
+          "logprob": -0.4633789,
           "text": "story"
         },
         {
           "id": 2818,
-          "logprob": -3.3183594,
+          "logprob": -3.3144531,
           "text": "based"
         },
         {
           "id": 356,
-          "logprob": -0.029129028,
+          "logprob": -0.029037476,
           "text": "on"
         },
         {
@@ -59099,12 +59099,12 @@
         },
         {
           "id": 3469,
-          "logprob": -0.29052734,
+          "logprob": -0.2890625,
           "text": "image"
         },
         {
           "id": 28804,
-          "logprob": -0.43188477,
+          "logprob": -0.42895508,
           "text": "?"
         }
       ],
@@ -59112,13 +59112,13 @@
       "tokens": [
         {
           "id": 13,
-          "logprob": -0.0076828003,
+          "logprob": -0.007621765,
           "special": false,
           "text": "\n"
         },
         {
           "id": 13,
-          "logprob": -0.19958496,
+          "logprob": -0.20812988,
           "special": false,
           "text": "\n"
         },
@@ -59130,37 +59130,37 @@
         },
         {
           "id": 3714,
-          "logprob": -0.20861816,
+          "logprob": -0.20825195,
           "special": false,
           "text": " upon"
         },
         {
           "id": 264,
-          "logprob": -0.0017719269,
+          "logprob": -0.0017709732,
           "special": false,
           "text": " a"
         },
         {
           "id": 727,
-          "logprob": -0.011749268,
+          "logprob": -0.011932373,
           "special": false,
           "text": " time"
         },
         {
           "id": 28725,
-          "logprob": -0.17529297,
+          "logprob": -0.17297363,
           "special": false,
           "text": ","
         },
         {
           "id": 736,
-          "logprob": -0.9086914,
+          "logprob": -0.9057617,
           "special": false,
           "text": " there"
         },
         {
           "id": 403,
-          "logprob": -0.056732178,
+          "logprob": -0.05758667,
           "special": false,
           "text": " was"
         },
diff --git a/integration-tests/models/__snapshots__/test_mamba/test_mamba_all_params.json b/integration-tests/models/__snapshots__/test_mamba/test_mamba_all_params.json
index 93724fe4216..ef88926ca59 100644
--- a/integration-tests/models/__snapshots__/test_mamba/test_mamba_all_params.json
+++ b/integration-tests/models/__snapshots__/test_mamba/test_mamba_all_params.json
@@ -11,22 +11,22 @@
       },
       {
         "id": 13,
-        "logprob": -2.59375,
+        "logprob": -2.734375,
         "text": ","
       },
       {
         "id": 8862,
-        "logprob": -3.5625,
+        "logprob": -3.6875,
         "text": " yellow"
       },
       {
         "id": 13,
-        "logprob": -0.44726562,
+        "logprob": -0.40234375,
         "text": ","
       },
       {
         "id": 209,
-        "logprob": -8.0,
+        "logprob": -8.25,
         "text": " "
       }
     ],
@@ -52,7 +52,7 @@
       },
       {
         "id": 9830,
-        "logprob": -2.03125,
+        "logprob": -2.25,
         "special": false,
         "text": " colors"
       },
@@ -64,13 +64,13 @@
       },
       {
         "id": 329,
-        "logprob": -2.734375,
+        "logprob": -2.171875,
         "special": false,
         "text": " A"
       },
       {
         "id": 1180,
-        "logprob": -2.0,
+        "logprob": -2.046875,
         "special": false,
         "text": " number"
       },
@@ -81,19 +81,19 @@
         "text": " of"
       },
       {
-        "id": 253,
-        "logprob": -0.69140625,
+        "id": 1027,
+        "logprob": -1.5546875,
         "special": false,
-        "text": " the"
+        "text": " different"
       },
       {
         "id": 3295,
-        "logprob": -0.8203125,
+        "logprob": -0.97265625,
         "special": false,
         "text": " color"
       }
     ],
     "top_tokens": null
   },
-  "generated_text": "blue, red, yellow, \nand blue colors. A number of the color"
+  "generated_text": "blue, red, yellow, \nand blue colors. A number of different color"
 }
diff --git a/integration-tests/models/test_mamba.py b/integration-tests/models/test_mamba.py
index 8548970a263..85ed8fd1f5f 100644
--- a/integration-tests/models/test_mamba.py
+++ b/integration-tests/models/test_mamba.py
@@ -47,7 +47,7 @@ async def test_mamba_all_params(fused_kernel_mamba, response_snapshot):
     assert response.details.generated_tokens == 10
     assert (
         response.generated_text
-        == "blue, red, yellow, \nand blue colors. A number of the color"
+        == "blue, red, yellow, \nand blue colors. A number of different color"
     )
     assert response == response_snapshot
 
@@ -62,6 +62,7 @@ async def test_mamba_load(
     )
 
     assert len(responses) == 4
+    assert responses[0].generated_text == "\n\nDeep learning is a new type of machine"
     assert all([r.generated_text == responses[0].generated_text for r in responses])
     assert responses[0].generated_text == "\n\nDeep learning is a new type of machine"
 
diff --git a/server/custom_kernels/setup.py b/server/custom_kernels/setup.py
index 69f6b72ab79..e0b83987c6d 100644
--- a/server/custom_kernels/setup.py
+++ b/server/custom_kernels/setup.py
@@ -1,10 +1,7 @@
 from setuptools import setup
 from torch.utils.cpp_extension import BuildExtension, CUDAExtension
-import torch
 
 extra_compile_args = ["-std=c++17"]
-if not torch.version.hip:
-    extra_compile_args.append("-arch=compute_80")
 
 setup(
     name="custom_kernels",