Add toolformer paper

shagunsodhani · Feb 12, 2023 · 595a66b · 595a66b
1 parent 34d787c
commit 595a66b
Show file tree

Hide file tree

Showing 164 changed files with 1,323 additions and 699 deletions.
diff --git a/404.html b/404.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>

diff --git a/A-Decomposable-Attention-Model-for-Natural-Language-Inference.html b/A-Decomposable-Attention-Model-for-Natural-Language-Inference.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -257,9 +257,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/A-Fast-and-Accurate-Dependency-Parser-using-Neural-Networks.html b/A-Fast-and-Accurate-Dependency-Parser-using-Neural-Networks.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -258,9 +258,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/A-Foliated-View-of-Transfer-Learning.html b/A-Foliated-View-of-Transfer-Learning.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -263,9 +263,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/A-Semantic-Loss-Function-for-Deep-Learning-with-Symbolic-Knowledge.html b/A-Semantic-Loss-Function-for-Deep-Learning-with-Symbolic-Knowledge.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -346,9 +346,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/ALBERT-A-Lite-BERT-for-Self-supervised-Learning-of-Language-Representations.html b/ALBERT-A-Lite-BERT-for-Self-supervised-Learning-of-Language-Representations.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -305,9 +305,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Abductive-Commonsense-Reasoning.html b/Abductive-Commonsense-Reasoning.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -271,9 +271,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Accurate-Large-Minibatch-SGD-Training-ImageNet-in-1-Hour.html b/Accurate-Large-Minibatch-SGD-Training-ImageNet-in-1-Hour.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -298,9 +298,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Ad-Click-Prediction-a-View-from-the-Trenches.html b/Ad-Click-Prediction-a-View-from-the-Trenches.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -335,9 +335,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Alpha-Net-Adaptation-with-Composition-in-Classifier-Space.html b/Alpha-Net-Adaptation-with-Composition-in-Classifier-Space.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -279,9 +279,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/An-Empirical-Investigation-of-Catastrophic-Forgetting-in-Gradient-Based-Neural-Networks.html b/An-Empirical-Investigation-of-Catastrophic-Forgetting-in-Gradient-Based-Neural-Networks.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -271,9 +271,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Anatomy-of-Catastrophic-Forgetting-Hidden-Representations-and-Task-Semantics.html b/Anatomy-of-Catastrophic-Forgetting-Hidden-Representations-and-Task-Semantics.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -373,9 +373,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Ask-Me-Anything-Dynamic-Memory-Networks-for-Natural-Language-Processing.html b/Ask-Me-Anything-Dynamic-Memory-Networks-for-Natural-Language-Processing.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -344,9 +344,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Assessing-Generalization-in-Deep-Reinforcement-Learning.html b/Assessing-Generalization-in-Deep-Reinforcement-Learning.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -332,9 +332,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Averaging-Weights-leads-to-Wider-Optima-and-Better-Generalization.html b/Averaging-Weights-leads-to-Wider-Optima-and-Better-Generalization.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -282,9 +282,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/BabyAI-First-Steps-Towards-Grounded-Language-Learning-With-a-Human-In-the-Loop.html b/BabyAI-First-Steps-Towards-Grounded-Language-Learning-With-a-Human-In-the-Loop.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -345,9 +345,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/Born-Again-Neural-Networks.html b/Born-Again-Neural-Networks.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -314,9 +314,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>

diff --git a/CAP-twelve-years-later-How-the-rules-have-changed.html b/CAP-twelve-years-later-How-the-rules-have-changed.html
@@ -159,7 +159,7 @@
 
   <div class="sidebar-item">
     <p>
-      &copy; 2022. All rights reserved.
+      &copy; 2023. All rights reserved.
     </p>
   </div>
 </div>
@@ -345,9 +345,9 @@ <h2>Related Posts</h2>
 
       <li>
         <h3>
-          <a href="https://shagunsodhani.github.io/papers-I-read/Hints-for-Computer-System-Design">
-            Hints for Computer System Design
-            <small>07 Jan 2022</small>
+          <a href="https://shagunsodhani.github.io/papers-I-read/Toolformer-Language-Models-Can-Teach-Themselves-to-Use-Tools">
+            Toolformer - Language Models Can Teach Themselves to Use Tools
+            <small>10 Feb 2023</small>
           </a>
         </h3>
       </li>
-Original file line number
+Diff line change
@@ Expand Up / @@ -159,7 +159,7 @@ @@
       <div class="sidebar-item">
         <p>
-          &copy; 2022. All rights reserved.
+          &copy; 2023. All rights reserved.
         </p>
       </div>
     </div>
@@ Expand Down @@