diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 4969de75d..263af9788 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -13,28 +13,22 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - cuda: 118
-            cuda_version: 11.8.0
+          - cuda: 121
+            cuda_version: 12.1.1
             python_version: "3.10"
-            pytorch: 2.1.2
-            axolotl_extras:
-            axolotl_args: "--extra-index-url https://download.pytorch.org/whl/cu118"
+            pytorch: 2.3.1
+            axolotl_extras: mamba-ssm
           - cuda: 121
-            cuda_version: 12.1.0
-            python_version: "3.10"
-            pytorch: 2.1.2
-            axolotl_extras:
-          - cuda: 121
-            cuda_version: 12.1.0
-            python_version: "3.11"
-            pytorch: 2.2.2
-            axolotl_extras:
-          - cuda: 121
-            cuda_version: 12.1.0
+            cuda_version: 12.1.1
             python_version: "3.11"
             pytorch: 2.3.1
-            axolotl_extras:
+            axolotl_extras: mamba-ssm
             is_latest: true
+          - cuda: 124
+            cuda_version: 12.4.1
+            python_version: "3.11"
+            pytorch: 2.4.0
+            axolotl_extras:
     runs-on: axolotl-gpu-runner
     steps:
       - name: Checkout
@@ -75,27 +69,22 @@ jobs:
     strategy:
       matrix:
         include:
-          - cuda: 118
-            cuda_version: 11.8.0
+          - cuda: 121
+            cuda_version: 12.1.1
             python_version: "3.10"
-            pytorch: 2.1.2
+            pytorch: 2.3.1
             axolotl_extras:
           - cuda: 121
-            cuda_version: 12.1.0
-            python_version: "3.10"
-            pytorch: 2.1.2
-            axolotl_extras:
-          - cuda: 121
-            cuda_version: 12.1.0
-            python_version: "3.11"
-            pytorch: 2.2.2
-            axolotl_extras:
-          - cuda: 121
-            cuda_version: 12.1.0
+            cuda_version: 12.1.1
             python_version: "3.11"
             pytorch: 2.3.1
             axolotl_extras:
             is_latest: true
+          - cuda: 124
+            cuda_version: 12.4.1
+            python_version: "3.11"
+            pytorch: 2.4.0
+            axolotl_extras:
     runs-on: axolotl-gpu-runner
     steps:
       - name: Checkout
@@ -134,7 +123,7 @@ jobs:
       matrix:
         include:
           - cuda: 121
-            cuda_version: 12.1.0
+            cuda_version: 12.1.1
             python_version: "3.11"
             pytorch: 2.3.1
             axolotl_extras:
diff --git a/.nojekyll b/.nojekyll
index c44a45aec..3c64f788c 100644
--- a/.nojekyll
+++ b/.nojekyll
@@ -1 +1 @@
-ba6f8be0
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+4aa8df5c
\ No newline at end of file
diff --git a/docs/dataset-formats/index.html b/docs/dataset-formats/index.html
index 0f8d02a0d..9737a00ca 100644
--- a/docs/dataset-formats/index.html
+++ b/docs/dataset-formats/index.html
@@ -357,7 +357,7 @@ Description
 </tr>
 </thead>
 <tbody class="list">
-<tr data-index="0" data-listing-file-modified-sort="1722343835004" data-listing-reading-time-sort="1" data-listing-word-count-sort="47" data-listing-title-sort="Pre-training" data-listing-filename-sort="pretraining.qmd">
+<tr data-index="0" data-listing-file-modified-sort="1722357470762" data-listing-reading-time-sort="1" data-listing-word-count-sort="47" data-listing-title-sort="Pre-training" data-listing-filename-sort="pretraining.qmd">
 <td>
 <a href="../../docs/dataset-formats/pretraining.html" class="title listing-title">Pre-training</a>
 </td>
@@ -365,7 +365,7 @@ Description
 <span class="listing-description">Data format for a pre-training completion task.</span>
 </td>
 </tr>
-<tr data-index="1" data-listing-file-modified-sort="1722343835004" data-listing-reading-time-sort="2" data-listing-word-count-sort="308" data-listing-title-sort="Instruction Tuning" data-listing-filename-sort="inst_tune.qmd">
+<tr data-index="1" data-listing-file-modified-sort="1722357470762" data-listing-reading-time-sort="2" data-listing-word-count-sort="308" data-listing-title-sort="Instruction Tuning" data-listing-filename-sort="inst_tune.qmd">
 <td>
 <a href="../../docs/dataset-formats/inst_tune.html" class="title listing-title">Instruction Tuning</a>
 </td>
@@ -373,7 +373,7 @@ Description
 <span class="listing-description">Instruction tuning formats for supervised fine-tuning.</span>
 </td>
 </tr>
-<tr data-index="2" data-listing-file-modified-sort="1722343835004" data-listing-reading-time-sort="2" data-listing-word-count-sort="235" data-listing-title-sort="Conversation" data-listing-filename-sort="conversation.qmd">
+<tr data-index="2" data-listing-file-modified-sort="1722357470762" data-listing-reading-time-sort="2" data-listing-word-count-sort="235" data-listing-title-sort="Conversation" data-listing-filename-sort="conversation.qmd">
 <td>
 <a href="../../docs/dataset-formats/conversation.html" class="title listing-title">Conversation</a>
 </td>
@@ -381,7 +381,7 @@ Description
 <span class="listing-description">Conversation format for supervised fine-tuning.</span>
 </td>
 </tr>
-<tr data-index="3" data-listing-file-modified-sort="1722343835004" data-listing-reading-time-sort="1" data-listing-word-count-sort="3" data-listing-title-sort="Template-Free" data-listing-filename-sort="template_free.qmd">
+<tr data-index="3" data-listing-file-modified-sort="1722357470762" data-listing-reading-time-sort="1" data-listing-word-count-sort="3" data-listing-title-sort="Template-Free" data-listing-filename-sort="template_free.qmd">
 <td>
 <a href="../../docs/dataset-formats/template_free.html" class="title listing-title">Template-Free</a>
 </td>
@@ -389,7 +389,7 @@ Description
 <span class="listing-description">Construct prompts without a template.</span>
 </td>
 </tr>
-<tr data-index="4" data-listing-file-modified-sort="1722343835004" data-listing-reading-time-sort="1" data-listing-word-count-sort="90" data-listing-title-sort="Custom Pre-Tokenized Dataset" data-listing-filename-sort="tokenized.qmd">
+<tr data-index="4" data-listing-file-modified-sort="1722357470762" data-listing-reading-time-sort="1" data-listing-word-count-sort="90" data-listing-title-sort="Custom Pre-Tokenized Dataset" data-listing-filename-sort="tokenized.qmd">
 <td>
 <a href="../../docs/dataset-formats/tokenized.html" class="title listing-title">Custom Pre-Tokenized Dataset</a>
 </td>
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index e0d629eab..94b57c02b 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,98 +2,98 @@
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-    <lastmod>2024-07-30T12:50:35.000Z</lastmod>
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-    <lastmod>2024-07-30T12:50:35.000Z</lastmod>
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-    <lastmod>2024-07-30T12:50:35.004Z</lastmod>
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