diff --git a/latest/apis/backends.html b/latest/apis/backends.html
index 31c4af71..14c2d81a 100644
--- a/latest/apis/backends.html
+++ b/latest/apis/backends.html
@@ -150,7 +150,7 @@ Backends
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/apis/backends.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/apis/backends.md">
             <span class="fa">
 
             </span>
diff --git a/latest/apis/batching.html b/latest/apis/batching.html
index 522f51a8..cd75cb5c 100644
--- a/latest/apis/batching.html
+++ b/latest/apis/batching.html
@@ -155,7 +155,7 @@ Batching
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/apis/batching.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/apis/batching.md">
             <span class="fa">
 
             </span>
diff --git a/latest/apis/storage.html b/latest/apis/storage.html
index 6a7377f0..dcf5e539 100644
--- a/latest/apis/storage.html
+++ b/latest/apis/storage.html
@@ -139,7 +139,7 @@ Storing Models
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/apis/storage.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/apis/storage.md">
             <span class="fa">
 
             </span>
diff --git a/latest/contributing.html b/latest/contributing.html
index 22dd16ab..f3f1592f 100644
--- a/latest/contributing.html
+++ b/latest/contributing.html
@@ -136,7 +136,7 @@ Contributing &amp; Help
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/contributing.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/contributing.md">
             <span class="fa">
 
             </span>
diff --git a/latest/examples/char-rnn.html b/latest/examples/char-rnn.html
index 3fab12be..cac6f421 100644
--- a/latest/examples/char-rnn.html
+++ b/latest/examples/char-rnn.html
@@ -139,7 +139,7 @@ Char RNN
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/examples/char-rnn.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/examples/char-rnn.md">
             <span class="fa">
 
             </span>
diff --git a/latest/examples/logreg.html b/latest/examples/logreg.html
index f53c435d..9d820ed9 100644
--- a/latest/examples/logreg.html
+++ b/latest/examples/logreg.html
@@ -139,7 +139,7 @@ Logistic Regression
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/examples/logreg.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/examples/logreg.md">
             <span class="fa">
 
             </span>
diff --git a/latest/index.html b/latest/index.html
index 613991dc..82ed49a0 100644
--- a/latest/index.html
+++ b/latest/index.html
@@ -147,7 +147,7 @@ Home
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/index.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/index.md">
             <span class="fa">
 
             </span>
diff --git a/latest/internals.html b/latest/internals.html
index fea8ec16..85c0b4fe 100644
--- a/latest/internals.html
+++ b/latest/internals.html
@@ -136,7 +136,7 @@ Internals
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/internals.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/internals.md">
             <span class="fa">
 
             </span>
diff --git a/latest/models/basics.html b/latest/models/basics.html
index 7ff521b1..cad8029b 100644
--- a/latest/models/basics.html
+++ b/latest/models/basics.html
@@ -155,7 +155,7 @@ Model Building Basics
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/models/basics.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/models/basics.md">
             <span class="fa">
 
             </span>
diff --git a/latest/models/debugging.html b/latest/models/debugging.html
index a1a6ddbb..c0db1398 100644
--- a/latest/models/debugging.html
+++ b/latest/models/debugging.html
@@ -139,7 +139,7 @@ Debugging
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/models/debugging.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/models/debugging.md">
             <span class="fa">
 
             </span>
diff --git a/latest/models/recurrent.html b/latest/models/recurrent.html
index 0fc7e92e..b4c66cd9 100644
--- a/latest/models/recurrent.html
+++ b/latest/models/recurrent.html
@@ -139,7 +139,7 @@ Recurrence
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/models/recurrent.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/models/recurrent.md">
             <span class="fa">
 
             </span>
diff --git a/latest/models/templates.html b/latest/models/templates.html
index 0a0f4d85..e6d91d64 100644
--- a/latest/models/templates.html
+++ b/latest/models/templates.html
@@ -155,7 +155,7 @@ Model Templates
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d919175fc5d55e4e8d19ee9966360d08e9f23f0/docs/src/models/templates.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2a57150bce4e23993d8d8b8050c7769d225e8748/docs/src/models/templates.md">
             <span class="fa">
 
             </span>