Merge branch 'main' into sync/npu

docs/source/en/features/lazy_init.md

@@ -73,4 +73,4 @@ And some models are not supported at all which will raise an error. We tested mo
 | Blip2Model                    | transformers |
 | Blip2ForConditionalGeneration | transformers |
 
-<!-- doc-test-command: torchrun --standalone --nproc_per_node=2 lazy_iniy.py  -->
+<!-- doc-test-command: torchrun --standalone --nproc_per_node=2 lazy_init.py  -->

docs/source/en/features/pipeline_parallel.md

@@ -167,7 +167,7 @@ plugin = HybridParallelPlugin(tp_size=1,
 booster = Booster(plugin=plugin)
 ```
 
-Boost these train componts with the booster created.
+Boost these train components with the booster created.
 ```python
 model, optimizer, _criterion, _, lr_scheduler = booster.boost(model,
                                                                 optimizer,

docs/source/en/features/shardformer.md

@@ -178,6 +178,18 @@ Model/Feature Compatibility Matrix:
     <td nowrap="nowrap" align="center">❌</td>
     <td nowrap="nowrap" align="center">❌</td>
   </tr>
+  <tr>
+    <td nowrap="nowrap">Falcon</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">❌</td>
+    <td nowrap="nowrap" align="center">✔️</td>
+    <td nowrap="nowrap" align="center">❌</td>
+    <td nowrap="nowrap" align="center">❌</td>
+  </tr>
   <tr>
     <td colspan="39"></td>
   </tr>

docs/source/en/get_started/installation.md

@@ -1,7 +1,7 @@
 # Setup
 
 Requirements:
-- PyTorch >= 1.11 (PyTorch 2.x in progress)
+- PyTorch >= 1.11 and PyTorch <= 2.1
 - Python >= 3.7
 - CUDA >= 11.0
 - [NVIDIA GPU Compute Capability](https://developer.nvidia.com/cuda-gpus) >= 7.0 (V100/RTX20 and higher)