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diff --git a/‎docs/source/es/_config.py
+14 b/‎docs/source/es/_config.py
+14
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+17 b/‎docs/source/es/_toctree.yml
+17
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+16-22 b/‎docs/source_es/installation.mdx renamed to ‎docs/source/es/installation.mdx
+16-22
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diff --git a/‎docs/source_es/quicktour.mdx renamed to ‎docs/source/es/quicktour.mdx b/‎docs/source_es/quicktour.mdx renamed to ‎docs/source/es/quicktour.mdx
diff --git a/‎docs/source_es/training.mdx renamed to ‎docs/source/es/training.mdx b/‎docs/source_es/training.mdx renamed to ‎docs/source/es/training.mdx
diff --git a/‎docs/source/notebooks.md
-1 b/‎docs/source/notebooks.md
-1
diff --git a/‎src/transformers/commands/add_new_model.py
+1-1 b/‎src/transformers/commands/add_new_model.py
+1-1
diff --git a/‎src/transformers/commands/add_new_model_like.py
+2-2 b/‎src/transformers/commands/add_new_model_like.py
+2-2
diff --git a/‎utils/check_copies.py
+1-1 b/‎utils/check_copies.py
+1-1
diff --git a/‎utils/check_repo.py
+1-1 b/‎utils/check_repo.py
+1-1
diff --git a/‎utils/check_table.py
+1-1 b/‎utils/check_table.py
+1-1
@@ -15,5 +15,6 @@ jobs:
       commit_sha: ${{ github.sha }}
       package: transformers
       notebook_folder: transformers_doc
+      languages: en es
     secrets:
       token: ${{ secrets.HUGGINGFACE_PUSH }}
@@ -14,3 +14,4 @@ jobs:
       commit_sha: ${{ github.event.pull_request.head.sha }}
       pr_number: ${{ github.event.number }}
       package: transformers
+      languages: en es
@@ -0,0 +1,14 @@
+# docstyle-ignore
+INSTALL_CONTENT = """
+# Transformers installation
+! pip install transformers datasets
+# To install from source instead of the last release, comment the command above and uncomment the following one.
+# ! pip install git+https://github.com/huggingface/transformers.git
+"""
+
+notebook_first_cells = [{"type": "code", "content": INSTALL_CONTENT}]
+black_avoid_patterns = {
+    "{processor_class}": "FakeProcessorClass",
+    "{model_class}": "FakeModelClass",
+    "{object_class}": "FakeObjectClass",    
+}
@@ -0,0 +1,14 @@
+# docstyle-ignore
+INSTALL_CONTENT = """
+# Transformers installation
+! pip install transformers datasets
+# To install from source instead of the last release, comment the command above and uncomment the following one.
+# ! pip install git+https://github.com/huggingface/transformers.git
+"""
+
+notebook_first_cells = [{"type": "code", "content": INSTALL_CONTENT}]
+black_avoid_patterns = {
+    "{processor_class}": "FakeProcessorClass",
+    "{model_class}": "FakeModelClass",
+    "{object_class}": "FakeObjectClass",    
+}
@@ -0,0 +1,17 @@
+- sections: 
+  - local: quicktour
+    title: Quick tour
+  - local: installation
+    title: Instalación
+  title: Get started
+- sections:
+  - local: pipeline_tutorial
+    title: Pipelines para inferencia
+  - local: training
+    title: Fine-tuning a un modelo pre-entrenado
+  - local: accelerate
+    title: Entrenamiento distribuido con 🤗 Accelerate
+  title: Tutorials
+- sections:
+  - local: multilingual
+    title: Modelos multilingües para inferencia
@@ -178,7 +178,7 @@ def remove_copy_lines(path):
 
         shutil.move(
             f"{directory}/{lowercase_model_name}.mdx",
-            f"{path_to_transformer_root}/docs/source/model_doc/{lowercase_model_name}.mdx",
+            f"{path_to_transformer_root}/docs/source/en/model_doc/{lowercase_model_name}.mdx",
         )
 
         shutil.move(
 
@@ -541,7 +541,7 @@ def get_model_files(model_type: str, frameworks: Optional[List[str]] = None) ->
     model_files = list(model_module.glob("*.py"))
     model_files = filter_framework_files(model_files, frameworks=frameworks)
 
-    doc_file = REPO_PATH / "docs" / "source" / "model_doc" / f"{model_type}.mdx"
+    doc_file = REPO_PATH / "docs" / "source" / "en" / "model_doc" / f"{model_type}.mdx"
 
     # Basic pattern for test files
     test_files = [
@@ -1256,7 +1256,7 @@ def disable_fx_test(filename: Path) -> bool:
     add_model_to_auto_classes(old_model_patterns, new_model_patterns, model_classes)
 
     # 5. Add doc file
-    doc_file = REPO_PATH / "docs" / "source" / "model_doc" / f"{old_model_patterns.model_type}.mdx"
+    doc_file = REPO_PATH / "docs" / "source" / "en" / "model_doc" / f"{old_model_patterns.model_type}.mdx"
     duplicate_doc_file(doc_file, old_model_patterns, new_model_patterns, frameworks=frameworks)
 
     # 6. Warn the user for duplicate patterns
 
@@ -25,7 +25,7 @@
 # All paths are set with the intent you should run this script from the root of the repo with the command
 # python utils/check_copies.py
 TRANSFORMERS_PATH = "src/transformers"
-PATH_TO_DOCS = "docs/source"
+PATH_TO_DOCS = "docs/source/en"
 REPO_PATH = "."
 
 # Mapping for files that are full copies of others (keys are copies, values the file to keep them up to data with)
 
@@ -31,7 +31,7 @@
 # python utils/check_repo.py
 PATH_TO_TRANSFORMERS = "src/transformers"
 PATH_TO_TESTS = "tests"
-PATH_TO_DOC = "docs/source"
+PATH_TO_DOC = "docs/source/en"
 
 # Update this list with models that are supposed to be private.
 PRIVATE_MODELS = [
 
@@ -23,7 +23,7 @@
 # All paths are set with the intent you should run this script from the root of the repo with the command
 # python utils/check_table.py
 TRANSFORMERS_PATH = "src/transformers"
-PATH_TO_DOCS = "docs/source"
+PATH_TO_DOCS = "docs/source/en"
 REPO_PATH = "."
Original file line number	Diff line number	Diff line change
`@@ -178,7 +178,7 @@ def remove_copy_lines(path):`
`178`	`178`
`179`	`179`	`shutil.move(`
`180`	`180`	`f"{directory}/{lowercase_model_name}.mdx",`
`181`		`- f"{path_to_transformer_root}/docs/source/model_doc/{lowercase_model_name}.mdx",`
	`181`	`+ f"{path_to_transformer_root}/docs/source/en/model_doc/{lowercase_model_name}.mdx",`
`182`	`182`	`)`
`183`	`183`
`184`	`184`	`shutil.move(`