From 9e8d19dd27e56d8f74a76d6a844a9e98cd12e12a Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Sun, 2 Feb 2025 00:32:41 +0000
Subject: [PATCH] Update text and language files

---
 .../locales/fr/LC_MESSAGES/framework-docs.po  | 152 +++++++++++------
 .../locales/ko/LC_MESSAGES/framework-docs.po  | 149 +++++++++++------
 .../pt_BR/LC_MESSAGES/framework-docs.po       | 147 ++++++++++++-----
 .../zh_Hans/LC_MESSAGES/framework-docs.po     | 154 ++++++++++++------
 4 files changed, 408 insertions(+), 194 deletions(-)

diff --git a/framework/docs/locales/fr/LC_MESSAGES/framework-docs.po b/framework/docs/locales/fr/LC_MESSAGES/framework-docs.po
index d42176ed4110..8291059fdcfd 100644
--- a/framework/docs/locales/fr/LC_MESSAGES/framework-docs.po
+++ b/framework/docs/locales/fr/LC_MESSAGES/framework-docs.po
@@ -3,7 +3,7 @@ msgid ""
 msgstr ""
 "Project-Id-Version: Flower Docs\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
-"POT-Creation-Date: 2025-02-01 00:32+0000\n"
+"POT-Creation-Date: 2025-02-02 00:32+0000\n"
 "PO-Revision-Date: 2023-09-05 17:54+0000\n"
 "Last-Translator: Charles Beauville <charles@flower.ai>\n"
 "Language: fr\n"
@@ -13,7 +13,7 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.16.0\n"
+"Generated-By: Babel 2.17.0\n"
 
 #: ../../source/contributor-explanation-public-and-private-apis.rst:2
 msgid "Public and private APIs"
@@ -744,6 +744,7 @@ msgstr ""
 "install``)."
 
 #: ../../source/contributor-how-to-install-development-versions.rst:14
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` (without "
 "extras)"
@@ -752,6 +753,7 @@ msgstr ""
 "extras)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:15
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true, extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -768,10 +770,12 @@ msgstr ""
 "via ``pyproject.toml`` :"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:20
+#, python-brace-format
 msgid "``flwr = { path = \"../../\", develop = true }`` (without extras)"
 msgstr "``flwr = { path = \"../../\", develop = true }`` (sans extras)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:21
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../\", develop = true, extras = [\"simulation\"] "
 "}`` (with extras)"
@@ -784,7 +788,7 @@ msgid "Install ``flwr`` from a local wheel file via ``pyproject.toml``:"
 msgstr "Installez ``flwr`` à partir d'un fichier local via ``pyproject.toml`` :"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:25
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\" }`` (without"
 " extras)"
@@ -793,7 +797,7 @@ msgstr ""
 "extras)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:26
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\", extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -2305,6 +2309,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/contributor-tutorial-contribute-on-github.rst:372
+#, python-brace-format
 msgid ""
 "Where ``<type>`` needs to be in ``{ci, fix, feat, docs, refactor, "
 "break}``, ``<project>`` should be in ``{framework, baselines, datasets, "
@@ -3547,7 +3552,7 @@ msgstr "Démarrage rapide fastai"
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:119
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:123
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:125
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:129
+#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #: ../../source/ref-changelog.md:397 ../../source/ref-changelog.md:763
 #: ../../source/ref-changelog.md:1040 ../../source/ref-changelog.md:1104
 #: ../../source/ref-changelog.md:1162 ../../source/ref-changelog.md:1231
@@ -3571,7 +3576,6 @@ msgid "quickstart-mlcube"
 msgstr "Démarrage rapide de JAX"
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:112
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #, fuzzy
 msgid ""
 "The example has not yet been updated to work with the latest ``flwr`` "
@@ -3624,11 +3628,6 @@ msgstr "Démarrage rapide de scikit-learn"
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:126
 #, fuzzy
-msgid "quickstart-tabnet"
-msgstr "Démarrage rapide de JAX"
-
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:128
-#, fuzzy
 msgid "quickstart-tensorflow"
 msgstr "Démarrage rapide de TensorFlow"
 
@@ -4815,6 +4814,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/explanation-differential-privacy.rst:46
+#, python-brace-format
 msgid ""
 "\\small\n"
 "P[M(D_{1} \\in A)] \\leq e^{\\epsilon} P[M(D_{2} \\in A)] + \\delta"
@@ -7138,6 +7138,7 @@ msgid "VM Networking"
 msgstr ""
 
 #: ../../source/how-to-run-flower-on-azure.rst:86
+#, python-brace-format
 msgid ""
 "During the execution of the Flower application, the server VM "
 "(``SuperLink``) will be responsible to orchestrate the execution of the "
@@ -8433,6 +8434,7 @@ msgstr ""
 "``start_client``)"
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:37
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"^1.0.0\", extras = [\"simulation\"] }`` (when "
 "using ``start_simulation``)"
@@ -8515,6 +8517,7 @@ msgstr ""
 " ``start_simulation``. Voici un exemple :"
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:69
+#, python-brace-format
 msgid ""
 "Flower 0.19: ``start_server(..., config={\"num_rounds\": 3, "
 "\"round_timeout\": 600.0}, ...)``"
@@ -9623,11 +9626,11 @@ msgstr "Tutoriel"
 msgid "Quickstart tutorials"
 msgstr "Quickstart tutorials"
 
-#: ../../source/index.rst:81 ../../source/index.rst:85
+#: ../../source/index.rst:71 ../../source/index.rst:75
 msgid "How-to guides"
 msgstr "Guides"
 
-#: ../../source/index.rst:111 ../../source/index.rst:116
+#: ../../source/index.rst:101 ../../source/index.rst:106
 msgid "Explanations"
 msgstr "Explications"
 
@@ -9635,26 +9638,26 @@ msgstr "Explications"
 msgid "API reference"
 msgstr "Référence pour l'API"
 
-#: ../../source/index.rst:142
+#: ../../source/index.rst:132
 msgid "Reference docs"
 msgstr "Référence pour la documentation"
 
-#: ../../source/index.rst:159
+#: ../../source/index.rst:149
 #, fuzzy
 msgid "Contributor tutorials"
 msgstr "Configuration du contributeur"
 
-#: ../../source/index.rst:166
+#: ../../source/index.rst:156
 #, fuzzy
 msgid "Contributor how-to guides"
 msgstr "Guide pour les contributeurs"
 
-#: ../../source/index.rst:178
+#: ../../source/index.rst:168
 #, fuzzy
 msgid "Contributor explanations"
 msgstr "Explications"
 
-#: ../../source/index.rst:184
+#: ../../source/index.rst:174
 #, fuzzy
 msgid "Contributor references"
 msgstr "Configuration du contributeur"
@@ -9747,16 +9750,7 @@ msgstr ""
 "<quickstart-xgboost>` | :ref:`Android <quickstart-android>` | :ref:`iOS "
 "<quickstart-ios>`"
 
-#: ../../source/index.rst:70
-msgid "We also made video tutorials for PyTorch:"
-msgstr ""
-
-#: ../../source/index.rst:75
-#, fuzzy
-msgid "And TensorFlow:"
-msgstr "Exemples de TensorFlow"
-
-#: ../../source/index.rst:83
+#: ../../source/index.rst:73
 msgid ""
 "Problem-oriented how-to guides show step-by-step how to achieve a "
 "specific goal."
@@ -9764,7 +9758,7 @@ msgstr ""
 "Guides orientés sur la résolutions étapes par étapes de problèmes ou "
 "objectifs specifiques."
 
-#: ../../source/index.rst:113
+#: ../../source/index.rst:103
 msgid ""
 "Understanding-oriented concept guides explain and discuss key topics and "
 "underlying ideas behind Flower and collaborative AI."
@@ -9772,29 +9766,29 @@ msgstr ""
 "Guides orientés sur la compréhension et l'explication des sujets et idées"
 " de fonds sur lesquels sont construits Flower et l'IA collaborative."
 
-#: ../../source/index.rst:125
+#: ../../source/index.rst:115
 #, fuzzy
 msgid "References"
 msgstr "Référence"
 
-#: ../../source/index.rst:127
+#: ../../source/index.rst:117
 msgid "Information-oriented API reference and other reference material."
 msgstr "Référence de l'API orientée sur l'information pure."
 
-#: ../../source/index.rst:136:<autosummary>:1
+#: ../../source/index.rst:126:<autosummary>:1
 msgid ":py:obj:`flwr <flwr>`\\"
 msgstr ""
 
-#: ../../source/index.rst:136:<autosummary>:1 flwr:1 of
+#: ../../source/index.rst:126:<autosummary>:1 flwr:1 of
 msgid "Flower main package."
 msgstr ""
 
-#: ../../source/index.rst:154
+#: ../../source/index.rst:144
 #, fuzzy
 msgid "Contributor docs"
 msgstr "Configuration du contributeur"
 
-#: ../../source/index.rst:156
+#: ../../source/index.rst:146
 #, fuzzy
 msgid ""
 "The Flower community welcomes contributions. The following docs are "
@@ -9999,6 +9993,7 @@ msgid "**Run ID:** Unique identifier for the run."
 msgstr ""
 
 #: ../../flwr ls:1
+#, python-brace-format
 msgid ""
 "**FAB:** Name of the FAB associated with the run (``{FAB_ID} "
 "(v{FAB_VERSION})``)."
@@ -12752,12 +12747,14 @@ msgid "Return -1 on failure."
 msgstr ""
 
 #: flwr.common.EventType.format:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from args and "
 "kwargs. The substitutions are identified by braces ('{' and '}')."
 msgstr ""
 
 #: flwr.common.EventType.format_map:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from mapping. The "
 "substitutions are identified by braces ('{' and '}')."
@@ -16546,6 +16543,7 @@ msgid ""
 msgstr ""
 
 #: flwr.server.strategy.fedprox.FedProx:9 of
+#, python-brace-format
 msgid ""
 "\\\\frac{\\\\mu}{2} || w - w^t ||^2\n"
 "\n"
@@ -18911,6 +18909,7 @@ msgstr ""
 "[#1090](https://github.com/adap/flower/pull/1090))"
 
 #: ../../source/ref-changelog.md:217
+#, python-brace-format
 msgid ""
 "SuperExec has been integrated into SuperLink, enabling SuperLink to "
 "directly manage ServerApp processes (`flwr-serverapp`). The `flwr` CLI "
@@ -24690,6 +24689,7 @@ msgstr ""
 "([#1317](https://github.com/adap/flower/pull/1317))"
 
 #: ../../source/ref-changelog.md:1318
+#, python-brace-format
 msgid ""
 "Instead of a config dictionary `{\"num_rounds\": 3, \"round_timeout\": "
 "600.0}`, `start_server` and `start_simulation` now expect a configuration"
@@ -26067,7 +26067,7 @@ msgstr ""
 "*agrégées* pour que le serveur puisse en garder la trace."
 
 #: ../../source/ref-changelog.md:1603
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "Strategy implementations should migrate their `aggregate_fit` and "
 "`aggregate_evaluate` methods to the new return type (e.g., by simply "
@@ -30854,6 +30854,7 @@ msgid "Where's the accuracy?"
 msgstr "Où est la précision ?"
 
 #: ../../source/tutorial-series-get-started-with-flower-pytorch.ipynb:707
+#, python-brace-format
 msgid ""
 "You may have noticed that all metrics except for ``losses_distributed`` "
 "are empty. Where did the ``{\"accuracy\": float(accuracy)}`` go?"
@@ -31463,7 +31464,7 @@ msgstr ""
 "chose d'autre, comme la régression linéaire classique."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:41
-msgid "|2375819ef1ec4145a4c91492343eb475|"
+msgid "|8121c8d231f04cce80d7d4a749d05fad|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:109
@@ -31482,7 +31483,7 @@ msgstr ""
 " Go."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:53
-msgid "|ce375b86764b446d8f33a01d32909a4d|"
+msgid "|63d7d57ea2d14e1fa565edc5f8e6d0c3|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:111
@@ -31514,7 +31515,7 @@ msgstr ""
 "chanson."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:67
-msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+msgid "|034829480fa740afbbc7453e5b1fd345|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:113
@@ -31535,7 +31536,7 @@ msgstr ""
 " données pour la même tâche."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:79
-msgid "|2361a45884fe41bf8825175b31880a9c|"
+msgid "|525ed0f9bbae4478abd6a50130254461|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:115
@@ -31557,7 +31558,7 @@ msgstr ""
 "cloud."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:91
-msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+msgid "|ad35e1ba0252470fa69bd391f60354b9|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:117
@@ -31578,7 +31579,7 @@ msgstr ""
 "appuyés."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:103
-msgid "|c06175382a73496b968d94d01cd9bdd3|"
+msgid "|686da575bf794c5d8609e37d8211329b|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:119
@@ -31604,7 +31605,7 @@ msgstr ""
 " sur un serveur centralisé."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:138
-msgid "|80f03044b21b472e866ae9c31202a8ad|"
+msgid "|c58b4e957826408db980c238687ab898|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:173
@@ -31623,7 +31624,7 @@ msgstr ""
 "suffisantes pour former un bon modèle."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:150
-msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+msgid "|c081e06494f04261a29467861ad8d746|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:175
@@ -31854,7 +31855,7 @@ msgstr ""
 "partir d'un point de contrôle précédemment sauvegardé."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:210
-msgid "|4b6dc916acdc499dad963b52d56fd602|"
+msgid "|2ba32b63692d48bb995937727cc3d76f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:307
@@ -31889,7 +31890,7 @@ msgstr ""
 "rendements décroissants."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:225
-msgid "|3efa977622c34263ac76d6d5adcb641c|"
+msgid "|8995fb47885b4240aa063f1c1189d0a6|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:309
@@ -31922,7 +31923,7 @@ msgstr ""
 "données locales, ou même de quelques étapes (mini-batchs)."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:240
-msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+msgid "|e0f6b07c2a9d47e68041fec453aa5098|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:311
@@ -31953,7 +31954,7 @@ msgstr ""
 " l'entraînement local."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:255
-msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+msgid "|fd69260872954015a8a4b3b7a0a0b27f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:313
@@ -32013,7 +32014,7 @@ msgstr ""
 "times as much as each of the 100 examples."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:273
-msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+msgid "|335c4f36d8c64f2eb468a30b4d424b24|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:315
@@ -32157,7 +32158,7 @@ msgstr ""
 "quel cadre de ML et n'importe quel langage de programmation."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:334
-msgid "|c79e686ab53847f1a476c3d45f574a80|"
+msgid "|0e3cb3b010bd4cea901b3dbd34efa139|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:340
@@ -46731,3 +46732,54 @@ msgstr ""
 #~ msgid "|1cf0f3d2d44e47c7bfaa71cecf7a0fe4|"
 #~ msgstr ""
 
+#~ msgid "quickstart-tabnet"
+#~ msgstr "Démarrage rapide de JAX"
+
+#~ msgid "We also made video tutorials for PyTorch:"
+#~ msgstr ""
+
+#~ msgid "And TensorFlow:"
+#~ msgstr "Exemples de TensorFlow"
+
+#~ msgid "|2375819ef1ec4145a4c91492343eb475|"
+#~ msgstr ""
+
+#~ msgid "|ce375b86764b446d8f33a01d32909a4d|"
+#~ msgstr ""
+
+#~ msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+#~ msgstr ""
+
+#~ msgid "|2361a45884fe41bf8825175b31880a9c|"
+#~ msgstr ""
+
+#~ msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+#~ msgstr ""
+
+#~ msgid "|c06175382a73496b968d94d01cd9bdd3|"
+#~ msgstr ""
+
+#~ msgid "|80f03044b21b472e866ae9c31202a8ad|"
+#~ msgstr ""
+
+#~ msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+#~ msgstr ""
+
+#~ msgid "|4b6dc916acdc499dad963b52d56fd602|"
+#~ msgstr ""
+
+#~ msgid "|3efa977622c34263ac76d6d5adcb641c|"
+#~ msgstr ""
+
+#~ msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+#~ msgstr ""
+
+#~ msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+#~ msgstr ""
+
+#~ msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+#~ msgstr ""
+
+#~ msgid "|c79e686ab53847f1a476c3d45f574a80|"
+#~ msgstr ""
+
diff --git a/framework/docs/locales/ko/LC_MESSAGES/framework-docs.po b/framework/docs/locales/ko/LC_MESSAGES/framework-docs.po
index 7a586152312e..2207bf8e5d25 100644
--- a/framework/docs/locales/ko/LC_MESSAGES/framework-docs.po
+++ b/framework/docs/locales/ko/LC_MESSAGES/framework-docs.po
@@ -7,7 +7,7 @@ msgid ""
 msgstr ""
 "Project-Id-Version: Flower main\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-02-01 00:32+0000\n"
+"POT-Creation-Date: 2025-02-02 00:32+0000\n"
 "PO-Revision-Date: 2024-08-23 13:09+0000\n"
 "Last-Translator: Seulki Yun <icstuckyi@gmail.com>\n"
 "Language: ko\n"
@@ -17,7 +17,7 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.16.0\n"
+"Generated-By: Babel 2.17.0\n"
 
 #: ../../source/contributor-explanation-public-and-private-apis.rst:2
 msgid "Public and private APIs"
@@ -756,12 +756,14 @@ msgstr ""
 " 잊지 마세요)."
 
 #: ../../source/contributor-how-to-install-development-versions.rst:14
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` (without "
 "extras)"
 msgstr "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` (extras 제외)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:15
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true, extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -776,10 +778,12 @@ msgid ""
 msgstr "``pyproject.toml``을 통해 Flower 소스 코드의 로컬 복사본에서 ``flwr``을 설치하세요:"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:20
+#, python-brace-format
 msgid "``flwr = { path = \"../../\", develop = true }`` (without extras)"
 msgstr "``flwr = { path = \"../../\", develop = true }`` (extras 제외)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:21
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../\", develop = true, extras = [\"simulation\"] "
 "}`` (with extras)"
@@ -792,6 +796,7 @@ msgid "Install ``flwr`` from a local wheel file via ``pyproject.toml``:"
 msgstr "``pyproject.toml``을 통해 로컬 wheel file에서 ``flwr``을 설치하세요:"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:25
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\" }`` (without"
 " extras)"
@@ -800,6 +805,7 @@ msgstr ""
 "제외)"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:26
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\", extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -2132,6 +2138,7 @@ msgid ""
 msgstr "(또는 ``<type>(<project>:skip) <subject>``를 사용하면 변경 로그에서 PR을 무시합니다.)"
 
 #: ../../source/contributor-tutorial-contribute-on-github.rst:372
+#, python-brace-format
 msgid ""
 "Where ``<type>`` needs to be in ``{ci, fix, feat, docs, refactor, "
 "break}``, ``<project>`` should be in ``{framework, baselines, datasets, "
@@ -3421,7 +3428,7 @@ msgstr "빠른 시작 튜토리얼"
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:119
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:123
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:125
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:129
+#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #: ../../source/ref-changelog.md:397 ../../source/ref-changelog.md:763
 #: ../../source/ref-changelog.md:1040 ../../source/ref-changelog.md:1104
 #: ../../source/ref-changelog.md:1162 ../../source/ref-changelog.md:1231
@@ -3445,7 +3452,6 @@ msgid "quickstart-mlcube"
 msgstr "빠른 시작"
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:112
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 msgid ""
 "The example has not yet been updated to work with the latest ``flwr`` "
 "version."
@@ -3493,11 +3499,6 @@ msgstr ""
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:126
 #, fuzzy
-msgid "quickstart-tabnet"
-msgstr "빠른 시작 튜토리얼"
-
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:128
-#, fuzzy
 msgid "quickstart-tensorflow"
 msgstr "빠른 시작 튜토리얼"
 
@@ -4710,7 +4711,7 @@ msgstr ""
 "Range(A)에 대해 (:math:`\\epsilon`, :math:`\\delta`)-차등 프라이버시를 제공합니다:"
 
 #: ../../source/explanation-differential-privacy.rst:46
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "\\small\n"
 "P[M(D_{1} \\in A)] \\leq e^{\\epsilon} P[M(D_{2} \\in A)] + \\delta"
@@ -6978,6 +6979,7 @@ msgid "VM Networking"
 msgstr ""
 
 #: ../../source/how-to-run-flower-on-azure.rst:86
+#, python-brace-format
 msgid ""
 "During the execution of the Flower application, the server VM "
 "(``SuperLink``) will be responsible to orchestrate the execution of the "
@@ -8309,6 +8311,7 @@ msgid "``flwr = \"^1.0.0\"`` (when using ``start_server`` and ``start_client``)"
 msgstr "``flwr = \"^1.0.0\"``(``start_server`` 및 ``start_client`` 사용 시)"
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:37
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"^1.0.0\", extras = [\"simulation\"] }`` (when "
 "using ``start_simulation``)"
@@ -8386,6 +8389,7 @@ msgstr ""
 "전달합니다. 다음은 예제입니다:"
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:69
+#, python-brace-format
 msgid ""
 "Flower 0.19: ``start_server(..., config={\"num_rounds\": 3, "
 "\"round_timeout\": 600.0}, ...)``"
@@ -9549,11 +9553,11 @@ msgstr "튜토리얼"
 msgid "Quickstart tutorials"
 msgstr "빠른 시작 튜토리얼"
 
-#: ../../source/index.rst:81 ../../source/index.rst:85
+#: ../../source/index.rst:71 ../../source/index.rst:75
 msgid "How-to guides"
 msgstr "사용 방법 가이드"
 
-#: ../../source/index.rst:111 ../../source/index.rst:116
+#: ../../source/index.rst:101 ../../source/index.rst:106
 msgid "Explanations"
 msgstr "설명"
 
@@ -9561,23 +9565,23 @@ msgstr "설명"
 msgid "API reference"
 msgstr "API 참조"
 
-#: ../../source/index.rst:142
+#: ../../source/index.rst:132
 msgid "Reference docs"
 msgstr "참조 문서"
 
-#: ../../source/index.rst:159
+#: ../../source/index.rst:149
 msgid "Contributor tutorials"
 msgstr "기여자 튜토리얼"
 
-#: ../../source/index.rst:166
+#: ../../source/index.rst:156
 msgid "Contributor how-to guides"
 msgstr "기여자 사용법 가이드"
 
-#: ../../source/index.rst:178
+#: ../../source/index.rst:168
 msgid "Contributor explanations"
 msgstr "기여자 설명"
 
-#: ../../source/index.rst:184
+#: ../../source/index.rst:174
 msgid "Contributor references"
 msgstr "기여자 참조"
 
@@ -9660,47 +9664,39 @@ msgstr ""
 ":doc:`Android <tutorial-quickstart-android>` | :doc:`iOS <tutorial-"
 "quickstart-ios>`"
 
-#: ../../source/index.rst:70
-msgid "We also made video tutorials for PyTorch:"
-msgstr "파이토치용 동영상 튜토리얼도 만들었습니다:"
-
-#: ../../source/index.rst:75
-msgid "And TensorFlow:"
-msgstr "그리고 TensorFlow도:"
-
-#: ../../source/index.rst:83
+#: ../../source/index.rst:73
 msgid ""
 "Problem-oriented how-to guides show step-by-step how to achieve a "
 "specific goal."
 msgstr "문제 중심의 방법 가이드는 특정 목표를 달성하는 방법을 단계별로 보여줍니다."
 
-#: ../../source/index.rst:113
+#: ../../source/index.rst:103
 msgid ""
 "Understanding-oriented concept guides explain and discuss key topics and "
 "underlying ideas behind Flower and collaborative AI."
 msgstr "이해 중심의 개념 가이드에서는 Flower와 협업 AI의 주요 주제와 기본 아이디어를 설명하고 토론합니다."
 
-#: ../../source/index.rst:125
+#: ../../source/index.rst:115
 msgid "References"
 msgstr "참조"
 
-#: ../../source/index.rst:127
+#: ../../source/index.rst:117
 msgid "Information-oriented API reference and other reference material."
 msgstr "정보 지향 API 참조 및 기타 참고 자료."
 
-#: ../../source/index.rst:136:<autosummary>:1
+#: ../../source/index.rst:126:<autosummary>:1
 msgid ":py:obj:`flwr <flwr>`\\"
 msgstr ":py:obj:`flwr <flwr>`\\"
 
-#: ../../source/index.rst:136:<autosummary>:1 flwr:1 of
+#: ../../source/index.rst:126:<autosummary>:1 flwr:1 of
 msgid "Flower main package."
 msgstr "Flower 메인 패키지."
 
-#: ../../source/index.rst:154
+#: ../../source/index.rst:144
 msgid "Contributor docs"
 msgstr "기여자 문서"
 
-#: ../../source/index.rst:156
+#: ../../source/index.rst:146
 msgid ""
 "The Flower community welcomes contributions. The following docs are "
 "intended to help along the way."
@@ -9901,6 +9897,7 @@ msgid "**Run ID:** Unique identifier for the run."
 msgstr "현재 실행에 대한 식별자입니다."
 
 #: ../../flwr ls:1
+#, python-brace-format
 msgid ""
 "**FAB:** Name of the FAB associated with the run (``{FAB_ID} "
 "(v{FAB_VERSION})``)."
@@ -12799,12 +12796,14 @@ msgid "Return -1 on failure."
 msgstr "실패 시 -1을 반환합니다."
 
 #: flwr.common.EventType.format:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from args and "
 "kwargs. The substitutions are identified by braces ('{' and '}')."
 msgstr "args와 kwargs의 치환을 사용하여 형식이 지정된 S를 반환합니다. 치환은 중괄호('{' 및 '}')로 식별됩니다."
 
 #: flwr.common.EventType.format_map:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from mapping. The "
 "substitutions are identified by braces ('{' and '}')."
@@ -16571,6 +16570,7 @@ msgid ""
 msgstr ""
 
 #: flwr.server.strategy.fedprox.FedProx:9 of
+#, python-brace-format
 msgid ""
 "\\\\frac{\\\\mu}{2} || w - w^t ||^2\n"
 "\n"
@@ -18673,6 +18673,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:217
+#, python-brace-format
 msgid ""
 "SuperExec has been integrated into SuperLink, enabling SuperLink to "
 "directly manage ServerApp processes (`flwr-serverapp`). The `flwr` CLI "
@@ -23096,6 +23097,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:1318
+#, python-brace-format
 msgid ""
 "Instead of a config dictionary `{\"num_rounds\": 3, \"round_timeout\": "
 "600.0}`, `start_server` and `start_simulation` now expect a configuration"
@@ -24063,6 +24065,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:1603
+#, python-brace-format
 msgid ""
 "Strategy implementations should migrate their `aggregate_fit` and "
 "`aggregate_evaluate` methods to the new return type (e.g., by simply "
@@ -27933,6 +27936,7 @@ msgid "Where's the accuracy?"
 msgstr ""
 
 #: ../../source/tutorial-series-get-started-with-flower-pytorch.ipynb:707
+#, python-brace-format
 msgid ""
 "You may have noticed that all metrics except for ``losses_distributed`` "
 "are empty. Where did the ``{\"accuracy\": float(accuracy)}`` go?"
@@ -28347,7 +28351,7 @@ msgstr ""
 " 수도 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:41
-msgid "|2375819ef1ec4145a4c91492343eb475|"
+msgid "|8121c8d231f04cce80d7d4a749d05fad|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:109
@@ -28364,7 +28368,7 @@ msgstr ""
 " 바둑과 같은 게임을 하는 것일 수 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:53
-msgid "|ce375b86764b446d8f33a01d32909a4d|"
+msgid "|63d7d57ea2d14e1fa565edc5f8e6d0c3|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:111
@@ -28390,7 +28394,7 @@ msgstr ""
 "부르리는 것을 듣는 스마트 스피커에서 비롯됩니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:67
-msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+msgid "|034829480fa740afbbc7453e5b1fd345|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:113
@@ -28408,7 +28412,7 @@ msgstr ""
 "있습니다. 하지만 여러 조직이 모두 같은 작업을 위해 데이터를 생성하는 것일 수도 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:79
-msgid "|2361a45884fe41bf8825175b31880a9c|"
+msgid "|525ed0f9bbae4478abd6a50130254461|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:115
@@ -28427,7 +28431,7 @@ msgstr ""
 "서버는 데이터 센터 어딘가에 있을 수도 있고 클라우드 어딘가에 있을 수도 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:91
-msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+msgid "|ad35e1ba0252470fa69bd391f60354b9|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:117
@@ -28444,7 +28448,7 @@ msgstr ""
 " 우리가 기본적으로 사용해 온 머신러닝 방법입니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:103
-msgid "|c06175382a73496b968d94d01cd9bdd3|"
+msgid "|686da575bf794c5d8609e37d8211329b|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:119
@@ -28467,7 +28471,7 @@ msgstr ""
 "트래픽을 분석하는 것이 있습니다. 이러한 사례에서 모든 데이터는 자연스럽게 중앙 서버에 존재합니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:138
-msgid "|80f03044b21b472e866ae9c31202a8ad|"
+msgid "|c58b4e957826408db980c238687ab898|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:173
@@ -28484,7 +28488,7 @@ msgstr ""
 "좋은 모델을 훈련하기에 충분하지 않을 수 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:150
-msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+msgid "|c081e06494f04261a29467861ad8d746|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:175
@@ -28663,7 +28667,7 @@ msgstr ""
 "체크포인트에서 모델 매개변수를 초기화합니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:210
-msgid "|4b6dc916acdc499dad963b52d56fd602|"
+msgid "|2ba32b63692d48bb995937727cc3d76f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:307
@@ -28691,7 +28695,7 @@ msgstr ""
 "개의 연결 노드만 사용합니다. 그 이유는 점점 더 많은 클라이언트 노드를 선택하면 학습의 효율성이 감소하기 때문입니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:225
-msgid "|3efa977622c34263ac76d6d5adcb641c|"
+msgid "|8995fb47885b4240aa063f1c1189d0a6|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:309
@@ -28718,7 +28722,7 @@ msgstr ""
 "데이터에서 한 단계 정도로 짧거나 몇 단계(mini-batches)에 불과할 수 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:240
-msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+msgid "|e0f6b07c2a9d47e68041fec453aa5098|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:311
@@ -28744,7 +28748,7 @@ msgstr ""
 "보냅니다. 보내는 모델 업데이트는 전체 모델 파라미터거나 로컬 교육 중에 누적된 그레디언트(gradient)일 수 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:255
-msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+msgid "|fd69260872954015a8a4b3b7a0a0b27f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:313
@@ -28794,7 +28798,7 @@ msgstr ""
 "많은 영향을 미칩니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:273
-msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+msgid "|335c4f36d8c64f2eb468a30b4d424b24|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:315
@@ -28914,7 +28918,7 @@ msgstr ""
 "사용자는 모든 워크로드, 머신러닝 프레임워크 및 모든 프로그래밍 언어를 통합할 수 있습니다."
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:334
-msgid "|c79e686ab53847f1a476c3d45f574a80|"
+msgid "|0e3cb3b010bd4cea901b3dbd34efa139|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:340
@@ -36933,3 +36937,54 @@ msgstr ""
 #~ msgid "|1cf0f3d2d44e47c7bfaa71cecf7a0fe4|"
 #~ msgstr ""
 
+#~ msgid "quickstart-tabnet"
+#~ msgstr "빠른 시작 튜토리얼"
+
+#~ msgid "We also made video tutorials for PyTorch:"
+#~ msgstr "파이토치용 동영상 튜토리얼도 만들었습니다:"
+
+#~ msgid "And TensorFlow:"
+#~ msgstr "그리고 TensorFlow도:"
+
+#~ msgid "|2375819ef1ec4145a4c91492343eb475|"
+#~ msgstr ""
+
+#~ msgid "|ce375b86764b446d8f33a01d32909a4d|"
+#~ msgstr ""
+
+#~ msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+#~ msgstr ""
+
+#~ msgid "|2361a45884fe41bf8825175b31880a9c|"
+#~ msgstr ""
+
+#~ msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+#~ msgstr ""
+
+#~ msgid "|c06175382a73496b968d94d01cd9bdd3|"
+#~ msgstr ""
+
+#~ msgid "|80f03044b21b472e866ae9c31202a8ad|"
+#~ msgstr ""
+
+#~ msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+#~ msgstr ""
+
+#~ msgid "|4b6dc916acdc499dad963b52d56fd602|"
+#~ msgstr ""
+
+#~ msgid "|3efa977622c34263ac76d6d5adcb641c|"
+#~ msgstr ""
+
+#~ msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+#~ msgstr ""
+
+#~ msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+#~ msgstr ""
+
+#~ msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+#~ msgstr ""
+
+#~ msgid "|c79e686ab53847f1a476c3d45f574a80|"
+#~ msgstr ""
+
diff --git a/framework/docs/locales/pt_BR/LC_MESSAGES/framework-docs.po b/framework/docs/locales/pt_BR/LC_MESSAGES/framework-docs.po
index 73b3af85744f..c310584e6b55 100644
--- a/framework/docs/locales/pt_BR/LC_MESSAGES/framework-docs.po
+++ b/framework/docs/locales/pt_BR/LC_MESSAGES/framework-docs.po
@@ -7,7 +7,7 @@ msgid ""
 msgstr ""
 "Project-Id-Version: Flower main\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-02-01 00:32+0000\n"
+"POT-Creation-Date: 2025-02-02 00:32+0000\n"
 "PO-Revision-Date: 2024-05-25 11:09+0000\n"
 "Last-Translator: Gustavo Bertoli <gubertoli@gmail.com>\n"
 "Language: pt_BR\n"
@@ -17,7 +17,7 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.16.0\n"
+"Generated-By: Babel 2.17.0\n"
 
 #: ../../source/contributor-explanation-public-and-private-apis.rst:2
 msgid "Public and private APIs"
@@ -779,12 +779,14 @@ msgid ""
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:14
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` (without "
 "extras)"
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:15
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true, extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -797,10 +799,12 @@ msgid ""
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:20
+#, python-brace-format
 msgid "``flwr = { path = \"../../\", develop = true }`` (without extras)"
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:21
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../\", develop = true, extras = [\"simulation\"] "
 "}`` (with extras)"
@@ -811,12 +815,14 @@ msgid "Install ``flwr`` from a local wheel file via ``pyproject.toml``:"
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:25
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\" }`` (without"
 " extras)"
 msgstr ""
 
 #: ../../source/contributor-how-to-install-development-versions.rst:26
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\", extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -1999,6 +2005,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/contributor-tutorial-contribute-on-github.rst:372
+#, python-brace-format
 msgid ""
 "Where ``<type>`` needs to be in ``{ci, fix, feat, docs, refactor, "
 "break}``, ``<project>`` should be in ``{framework, baselines, datasets, "
@@ -3168,7 +3175,7 @@ msgstr ""
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:119
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:123
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:125
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:129
+#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #: ../../source/ref-changelog.md:397 ../../source/ref-changelog.md:763
 #: ../../source/ref-changelog.md:1040 ../../source/ref-changelog.md:1104
 #: ../../source/ref-changelog.md:1162 ../../source/ref-changelog.md:1231
@@ -3189,7 +3196,6 @@ msgid "quickstart-mlcube"
 msgstr ""
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:112
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 msgid ""
 "The example has not yet been updated to work with the latest ``flwr`` "
 "version."
@@ -3232,10 +3238,6 @@ msgid "quickstart-sklearn-tabular"
 msgstr ""
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:126
-msgid "quickstart-tabnet"
-msgstr ""
-
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:128
 msgid "quickstart-tensorflow"
 msgstr ""
 
@@ -4391,6 +4393,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/explanation-differential-privacy.rst:46
+#, python-brace-format
 msgid ""
 "\\small\n"
 "P[M(D_{1} \\in A)] \\leq e^{\\epsilon} P[M(D_{2} \\in A)] + \\delta"
@@ -6378,6 +6381,7 @@ msgid "VM Networking"
 msgstr ""
 
 #: ../../source/how-to-run-flower-on-azure.rst:86
+#, python-brace-format
 msgid ""
 "During the execution of the Flower application, the server VM "
 "(``SuperLink``) will be responsible to orchestrate the execution of the "
@@ -7600,6 +7604,7 @@ msgid "``flwr = \"^1.0.0\"`` (when using ``start_server`` and ``start_client``)"
 msgstr ""
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:37
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"^1.0.0\", extras = [\"simulation\"] }`` (when "
 "using ``start_simulation``)"
@@ -7665,6 +7670,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:69
+#, python-brace-format
 msgid ""
 "Flower 0.19: ``start_server(..., config={\"num_rounds\": 3, "
 "\"round_timeout\": 600.0}, ...)``"
@@ -8656,11 +8662,11 @@ msgstr ""
 msgid "Quickstart tutorials"
 msgstr ""
 
-#: ../../source/index.rst:81 ../../source/index.rst:85
+#: ../../source/index.rst:71 ../../source/index.rst:75
 msgid "How-to guides"
 msgstr ""
 
-#: ../../source/index.rst:111 ../../source/index.rst:116
+#: ../../source/index.rst:101 ../../source/index.rst:106
 msgid "Explanations"
 msgstr ""
 
@@ -8668,23 +8674,23 @@ msgstr ""
 msgid "API reference"
 msgstr ""
 
-#: ../../source/index.rst:142
+#: ../../source/index.rst:132
 msgid "Reference docs"
 msgstr ""
 
-#: ../../source/index.rst:159
+#: ../../source/index.rst:149
 msgid "Contributor tutorials"
 msgstr ""
 
-#: ../../source/index.rst:166
+#: ../../source/index.rst:156
 msgid "Contributor how-to guides"
 msgstr ""
 
-#: ../../source/index.rst:178
+#: ../../source/index.rst:168
 msgid "Contributor explanations"
 msgstr ""
 
-#: ../../source/index.rst:184
+#: ../../source/index.rst:174
 msgid "Contributor references"
 msgstr ""
 
@@ -8754,47 +8760,39 @@ msgid ""
 "quickstart-android>` | :doc:`iOS <tutorial-quickstart-ios>`"
 msgstr ""
 
-#: ../../source/index.rst:70
-msgid "We also made video tutorials for PyTorch:"
-msgstr ""
-
-#: ../../source/index.rst:75
-msgid "And TensorFlow:"
-msgstr ""
-
-#: ../../source/index.rst:83
+#: ../../source/index.rst:73
 msgid ""
 "Problem-oriented how-to guides show step-by-step how to achieve a "
 "specific goal."
 msgstr ""
 
-#: ../../source/index.rst:113
+#: ../../source/index.rst:103
 msgid ""
 "Understanding-oriented concept guides explain and discuss key topics and "
 "underlying ideas behind Flower and collaborative AI."
 msgstr ""
 
-#: ../../source/index.rst:125
+#: ../../source/index.rst:115
 msgid "References"
 msgstr ""
 
-#: ../../source/index.rst:127
+#: ../../source/index.rst:117
 msgid "Information-oriented API reference and other reference material."
 msgstr ""
 
-#: ../../source/index.rst:136:<autosummary>:1
+#: ../../source/index.rst:126:<autosummary>:1
 msgid ":py:obj:`flwr <flwr>`\\"
 msgstr ""
 
-#: ../../source/index.rst:136:<autosummary>:1 flwr:1 of
+#: ../../source/index.rst:126:<autosummary>:1 flwr:1 of
 msgid "Flower main package."
 msgstr ""
 
-#: ../../source/index.rst:154
+#: ../../source/index.rst:144
 msgid "Contributor docs"
 msgstr ""
 
-#: ../../source/index.rst:156
+#: ../../source/index.rst:146
 msgid ""
 "The Flower community welcomes contributions. The following docs are "
 "intended to help along the way."
@@ -8988,6 +8986,7 @@ msgid "**Run ID:** Unique identifier for the run."
 msgstr ""
 
 #: ../../flwr ls:1
+#, python-brace-format
 msgid ""
 "**FAB:** Name of the FAB associated with the run (``{FAB_ID} "
 "(v{FAB_VERSION})``)."
@@ -11617,12 +11616,14 @@ msgid "Return -1 on failure."
 msgstr ""
 
 #: flwr.common.EventType.format:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from args and "
 "kwargs. The substitutions are identified by braces ('{' and '}')."
 msgstr ""
 
 #: flwr.common.EventType.format_map:1 of
+#, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from mapping. The "
 "substitutions are identified by braces ('{' and '}')."
@@ -15301,6 +15302,7 @@ msgid ""
 msgstr ""
 
 #: flwr.server.strategy.fedprox.FedProx:9 of
+#, python-brace-format
 msgid ""
 "\\\\frac{\\\\mu}{2} || w - w^t ||^2\n"
 "\n"
@@ -17387,6 +17389,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:217
+#, python-brace-format
 msgid ""
 "SuperExec has been integrated into SuperLink, enabling SuperLink to "
 "directly manage ServerApp processes (`flwr-serverapp`). The `flwr` CLI "
@@ -21807,6 +21810,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:1318
+#, python-brace-format
 msgid ""
 "Instead of a config dictionary `{\"num_rounds\": 3, \"round_timeout\": "
 "600.0}`, `start_server` and `start_simulation` now expect a configuration"
@@ -22774,6 +22778,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/ref-changelog.md:1603
+#, python-brace-format
 msgid ""
 "Strategy implementations should migrate their `aggregate_fit` and "
 "`aggregate_evaluate` methods to the new return type (e.g., by simply "
@@ -26615,6 +26620,7 @@ msgid "Where's the accuracy?"
 msgstr ""
 
 #: ../../source/tutorial-series-get-started-with-flower-pytorch.ipynb:707
+#, python-brace-format
 msgid ""
 "You may have noticed that all metrics except for ``losses_distributed`` "
 "are empty. Where did the ``{\"accuracy\": float(accuracy)}`` go?"
@@ -27014,7 +27020,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:41
-msgid "|2375819ef1ec4145a4c91492343eb475|"
+msgid "|8121c8d231f04cce80d7d4a749d05fad|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:109
@@ -27029,7 +27035,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:53
-msgid "|ce375b86764b446d8f33a01d32909a4d|"
+msgid "|63d7d57ea2d14e1fa565edc5f8e6d0c3|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:111
@@ -27051,7 +27057,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:67
-msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+msgid "|034829480fa740afbbc7453e5b1fd345|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:113
@@ -27067,7 +27073,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:79
-msgid "|2361a45884fe41bf8825175b31880a9c|"
+msgid "|525ed0f9bbae4478abd6a50130254461|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:115
@@ -27083,7 +27089,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:91
-msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+msgid "|ad35e1ba0252470fa69bd391f60354b9|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:117
@@ -27098,7 +27104,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:103
-msgid "|c06175382a73496b968d94d01cd9bdd3|"
+msgid "|686da575bf794c5d8609e37d8211329b|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:119
@@ -27118,7 +27124,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:138
-msgid "|80f03044b21b472e866ae9c31202a8ad|"
+msgid "|c58b4e957826408db980c238687ab898|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:173
@@ -27133,7 +27139,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:150
-msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+msgid "|c081e06494f04261a29467861ad8d746|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:175
@@ -27273,7 +27279,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:210
-msgid "|4b6dc916acdc499dad963b52d56fd602|"
+msgid "|2ba32b63692d48bb995937727cc3d76f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:307
@@ -27297,7 +27303,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:225
-msgid "|3efa977622c34263ac76d6d5adcb641c|"
+msgid "|8995fb47885b4240aa063f1c1189d0a6|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:309
@@ -27321,7 +27327,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:240
-msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+msgid "|e0f6b07c2a9d47e68041fec453aa5098|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:311
@@ -27344,7 +27350,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:255
-msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+msgid "|fd69260872954015a8a4b3b7a0a0b27f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:313
@@ -27382,7 +27388,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:273
-msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+msgid "|335c4f36d8c64f2eb468a30b4d424b24|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:315
@@ -27476,7 +27482,7 @@ msgid ""
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:334
-msgid "|c79e686ab53847f1a476c3d45f574a80|"
+msgid "|0e3cb3b010bd4cea901b3dbd34efa139|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:340
@@ -41008,3 +41014,54 @@ msgstr ""
 #~ msgid "|1cf0f3d2d44e47c7bfaa71cecf7a0fe4|"
 #~ msgstr ""
 
+#~ msgid "quickstart-tabnet"
+#~ msgstr ""
+
+#~ msgid "We also made video tutorials for PyTorch:"
+#~ msgstr ""
+
+#~ msgid "And TensorFlow:"
+#~ msgstr ""
+
+#~ msgid "|2375819ef1ec4145a4c91492343eb475|"
+#~ msgstr ""
+
+#~ msgid "|ce375b86764b446d8f33a01d32909a4d|"
+#~ msgstr ""
+
+#~ msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+#~ msgstr ""
+
+#~ msgid "|2361a45884fe41bf8825175b31880a9c|"
+#~ msgstr ""
+
+#~ msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+#~ msgstr ""
+
+#~ msgid "|c06175382a73496b968d94d01cd9bdd3|"
+#~ msgstr ""
+
+#~ msgid "|80f03044b21b472e866ae9c31202a8ad|"
+#~ msgstr ""
+
+#~ msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+#~ msgstr ""
+
+#~ msgid "|4b6dc916acdc499dad963b52d56fd602|"
+#~ msgstr ""
+
+#~ msgid "|3efa977622c34263ac76d6d5adcb641c|"
+#~ msgstr ""
+
+#~ msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+#~ msgstr ""
+
+#~ msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+#~ msgstr ""
+
+#~ msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+#~ msgstr ""
+
+#~ msgid "|c79e686ab53847f1a476c3d45f574a80|"
+#~ msgstr ""
+
diff --git a/framework/docs/locales/zh_Hans/LC_MESSAGES/framework-docs.po b/framework/docs/locales/zh_Hans/LC_MESSAGES/framework-docs.po
index e66e6996a1b5..9d801382ca7a 100644
--- a/framework/docs/locales/zh_Hans/LC_MESSAGES/framework-docs.po
+++ b/framework/docs/locales/zh_Hans/LC_MESSAGES/framework-docs.po
@@ -7,7 +7,7 @@ msgid ""
 msgstr ""
 "Project-Id-Version: Flower main\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2025-02-01 00:32+0000\n"
+"POT-Creation-Date: 2025-02-02 00:32+0000\n"
 "PO-Revision-Date: 2024-06-12 10:09+0000\n"
 "Last-Translator: Yan Gao <y.gaogy@gmail.com>\n"
 "Language: zh_Hans\n"
@@ -17,7 +17,7 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.16.0\n"
+"Generated-By: Babel 2.17.0\n"
 
 #: ../../source/contributor-explanation-public-and-private-apis.rst:2
 msgid "Public and private APIs"
@@ -770,12 +770,14 @@ msgstr ""
 "poetry.lock`))。"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:14
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` (without "
 "extras)"
 msgstr "``flwr = { version = \"1.0.0a0\", allow-prereleases = true }`` （不含额外内容）"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:15
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"1.0.0a0\", allow-prereleases = true, extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -790,10 +792,12 @@ msgid ""
 msgstr "通过 ``pyproject.toml`` 从 Flower 源代码的本地副本安装 ``flwr``："
 
 #: ../../source/contributor-how-to-install-development-versions.rst:20
+#, python-brace-format
 msgid "``flwr = { path = \"../../\", develop = true }`` (without extras)"
 msgstr "``flwr = { path = \"../../\", develop = true }`` （不含额外内容）"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:21
+#, python-brace-format
 msgid ""
 "``flwr = { path = \"../../\", develop = true, extras = [\"simulation\"] "
 "}`` (with extras)"
@@ -806,14 +810,14 @@ msgid "Install ``flwr`` from a local wheel file via ``pyproject.toml``:"
 msgstr "通过 ``pyproject.toml`` 从本地轮子文件安装 ``flwr``："
 
 #: ../../source/contributor-how-to-install-development-versions.rst:25
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\" }`` (without"
 " extras)"
 msgstr "``flwr = { path = \"../../dist/flwr-1.0.0-py3-none-any.whl\" }``（无额外内容）"
 
 #: ../../source/contributor-how-to-install-development-versions.rst:26
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "``flwr = { path = \"../../dist/flwr-1.8.0-py3-none-any.whl\", extras = "
 "[\"simulation\"] }`` (with extras)"
@@ -2137,7 +2141,7 @@ msgid ""
 msgstr "(或 ``<type>(<project>:skip) <subject>`` 忽略更新日志中的 PR）。"
 
 #: ../../source/contributor-tutorial-contribute-on-github.rst:372
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "Where ``<type>`` needs to be in ``{ci, fix, feat, docs, refactor, "
 "break}``, ``<project>`` should be in ``{framework, baselines, datasets, "
@@ -3425,7 +3429,7 @@ msgstr "快速入门 fastai"
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:119
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:123
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:125
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:129
+#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #: ../../source/ref-changelog.md:397 ../../source/ref-changelog.md:763
 #: ../../source/ref-changelog.md:1040 ../../source/ref-changelog.md:1104
 #: ../../source/ref-changelog.md:1162 ../../source/ref-changelog.md:1231
@@ -3449,7 +3453,6 @@ msgid "quickstart-mlcube"
 msgstr "快速入门 JAX"
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:112
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:127
 #, fuzzy
 msgid ""
 "The example has not yet been updated to work with the latest ``flwr`` "
@@ -3500,11 +3503,6 @@ msgstr "scikit-learn快速入门"
 
 #: ../../source/docker/run-quickstart-examples-docker-compose.rst:126
 #, fuzzy
-msgid "quickstart-tabnet"
-msgstr "快速入门 JAX"
-
-#: ../../source/docker/run-quickstart-examples-docker-compose.rst:128
-#, fuzzy
 msgid "quickstart-tensorflow"
 msgstr "快速入门 TensorFlow"
 
@@ -4722,7 +4720,7 @@ msgstr ""
 "Range(A)，随机化机制M提供（:math:`epsilon`，:math:`\\delta`）差异隐私："
 
 #: ../../source/explanation-differential-privacy.rst:46
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "\\small\n"
 "P[M(D_{1} \\in A)] \\leq e^{\\epsilon} P[M(D_{2} \\in A)] + \\delta"
@@ -6958,6 +6956,7 @@ msgid "VM Networking"
 msgstr ""
 
 #: ../../source/how-to-run-flower-on-azure.rst:86
+#, python-brace-format
 msgid ""
 "During the execution of the Flower application, the server VM "
 "(``SuperLink``) will be responsible to orchestrate the execution of the "
@@ -8276,6 +8275,7 @@ msgid "``flwr = \"^1.0.0\"`` (when using ``start_server`` and ``start_client``)"
 msgstr "``flwr = \"^1.0.0\"`` （当使用 ``start_server` 和 ``start_client` 时）"
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:37
+#, python-brace-format
 msgid ""
 "``flwr = { version = \"^1.0.0\", extras = [\"simulation\"] }`` (when "
 "using ``start_simulation``)"
@@ -8351,6 +8351,7 @@ msgstr ""
 "dictionary）。下面是一个例子："
 
 #: ../../source/how-to-upgrade-to-flower-1.0.rst:69
+#, python-brace-format
 msgid ""
 "Flower 0.19: ``start_server(..., config={\"num_rounds\": 3, "
 "\"round_timeout\": 600.0}, ...)``"
@@ -9521,11 +9522,11 @@ msgstr "教程"
 msgid "Quickstart tutorials"
 msgstr "快速入门教程"
 
-#: ../../source/index.rst:81 ../../source/index.rst:85
+#: ../../source/index.rst:71 ../../source/index.rst:75
 msgid "How-to guides"
 msgstr "操作指南"
 
-#: ../../source/index.rst:111 ../../source/index.rst:116
+#: ../../source/index.rst:101 ../../source/index.rst:106
 msgid "Explanations"
 msgstr "说明"
 
@@ -9533,23 +9534,23 @@ msgstr "说明"
 msgid "API reference"
 msgstr "应用程序接口参考"
 
-#: ../../source/index.rst:142
+#: ../../source/index.rst:132
 msgid "Reference docs"
 msgstr "参考文档"
 
-#: ../../source/index.rst:159
+#: ../../source/index.rst:149
 msgid "Contributor tutorials"
 msgstr "贡献者教程"
 
-#: ../../source/index.rst:166
+#: ../../source/index.rst:156
 msgid "Contributor how-to guides"
 msgstr "投稿指南"
 
-#: ../../source/index.rst:178
+#: ../../source/index.rst:168
 msgid "Contributor explanations"
 msgstr "贡献者解释"
 
-#: ../../source/index.rst:184
+#: ../../source/index.rst:174
 msgid "Contributor references"
 msgstr "贡献者参考资料"
 
@@ -9632,49 +9633,41 @@ msgstr ""
 "<tutorial-quickstart-xgboost>` | :doc:`Android <tutorial-quickstart-"
 "android>` | :doc:`iOS <tutorial-quickstart-ios>`"
 
-#: ../../source/index.rst:70
-msgid "We also made video tutorials for PyTorch:"
-msgstr "我们还为 PyTorch 制作了视频教程："
-
-#: ../../source/index.rst:75
-msgid "And TensorFlow:"
-msgstr "还有 TensorFlow："
-
-#: ../../source/index.rst:83
+#: ../../source/index.rst:73
 msgid ""
 "Problem-oriented how-to guides show step-by-step how to achieve a "
 "specific goal."
 msgstr "以问题为导向的 \"如何做 \"指南逐步展示如何实现特定目标。"
 
-#: ../../source/index.rst:113
+#: ../../source/index.rst:103
 msgid ""
 "Understanding-oriented concept guides explain and discuss key topics and "
 "underlying ideas behind Flower and collaborative AI."
 msgstr "以理解为导向的概念指南解释并讨论了Flower和协作式人工智能背后的关键主题和基本思想。"
 
-#: ../../source/index.rst:125
+#: ../../source/index.rst:115
 msgid "References"
 msgstr "参考资料"
 
-#: ../../source/index.rst:127
+#: ../../source/index.rst:117
 msgid "Information-oriented API reference and other reference material."
 msgstr "以信息为导向的 API 参考资料和其他参考资料。"
 
-#: ../../source/index.rst:136:<autosummary>:1
+#: ../../source/index.rst:126:<autosummary>:1
 #, fuzzy
 msgid ":py:obj:`flwr <flwr>`\\"
 msgstr ":py:obj:`flwr <flwr>`\\"
 
-#: ../../source/index.rst:136:<autosummary>:1 flwr:1 of
+#: ../../source/index.rst:126:<autosummary>:1 flwr:1 of
 #, fuzzy
 msgid "Flower main package."
 msgstr "Flower 主包装。"
 
-#: ../../source/index.rst:154
+#: ../../source/index.rst:144
 msgid "Contributor docs"
 msgstr "贡献者文档"
 
-#: ../../source/index.rst:156
+#: ../../source/index.rst:146
 msgid ""
 "The Flower community welcomes contributions. The following docs are "
 "intended to help along the way."
@@ -9876,6 +9869,7 @@ msgid "**Run ID:** Unique identifier for the run."
 msgstr "当前运行的标识符。"
 
 #: ../../flwr ls:1
+#, python-brace-format
 msgid ""
 "**FAB:** Name of the FAB associated with the run (``{FAB_ID} "
 "(v{FAB_VERSION})``)."
@@ -12988,14 +12982,14 @@ msgid "Return -1 on failure."
 msgstr "失败时返回-1。"
 
 #: flwr.common.EventType.format:1 of
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from args and "
 "kwargs. The substitutions are identified by braces ('{' and '}')."
 msgstr "使用来自 args 和 kwargs 的替换，返回 S 的格式化版本。替换用大括号（'{'和'}'）标识。"
 
 #: flwr.common.EventType.format_map:1 of
-#, fuzzy
+#, fuzzy, python-brace-format
 msgid ""
 "Return a formatted version of S, using substitutions from mapping. The "
 "substitutions are identified by braces ('{' and '}')."
@@ -17642,6 +17636,7 @@ msgid ""
 msgstr "策略本身与 FedAvg 并无不同，客户端需要进行调整。在训练过程中，需要在损失函数中添加一个近端项："
 
 #: flwr.server.strategy.fedprox.FedProx:9 of
+#, python-brace-format
 msgid ""
 "\\\\frac{\\\\mu}{2} || w - w^t ||^2\n"
 "\n"
@@ -20391,6 +20386,7 @@ msgstr ""
 "[#2356](https://github.com/adap/flower/pull/2356))"
 
 #: ../../source/ref-changelog.md:217
+#, python-brace-format
 msgid ""
 "SuperExec has been integrated into SuperLink, enabling SuperLink to "
 "directly manage ServerApp processes (`flwr-serverapp`). The `flwr` CLI "
@@ -26311,6 +26307,7 @@ msgstr ""
 "`ServerConfig` ([#1317](https://github.com/adap/flower/pull/1317))"
 
 #: ../../source/ref-changelog.md:1318
+#, python-brace-format
 msgid ""
 "Instead of a config dictionary `{\"num_rounds\": 3, \"round_timeout\": "
 "600.0}`, `start_server` and `start_simulation` now expect a configuration"
@@ -27488,6 +27485,7 @@ msgstr ""
 "指标字典，以便服务器跟踪。"
 
 #: ../../source/ref-changelog.md:1603
+#, python-brace-format
 msgid ""
 "Strategy implementations should migrate their `aggregate_fit` and "
 "`aggregate_evaluate` methods to the new return type (e.g., by simply "
@@ -31875,6 +31873,7 @@ msgid "Where's the accuracy?"
 msgstr "准确度在哪里找？"
 
 #: ../../source/tutorial-series-get-started-with-flower-pytorch.ipynb:707
+#, python-brace-format
 msgid ""
 "You may have noticed that all metrics except for ``losses_distributed`` "
 "are empty. Where did the ``{\"accuracy\": float(accuracy)}`` go?"
@@ -32347,7 +32346,7 @@ msgid ""
 msgstr "在机器学习中，我们有一个模型和数据。模型可以是一个神经网络（如图所示），也可以是其他东西，比如经典的线性回归。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:41
-msgid "|2375819ef1ec4145a4c91492343eb475|"
+msgid "|8121c8d231f04cce80d7d4a749d05fad|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:109
@@ -32362,7 +32361,7 @@ msgid ""
 msgstr "我们使用数据来训练模型，以完成一项有用的任务。任务可以是检测图像中的物体、转录音频或玩围棋等游戏。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:53
-msgid "|ce375b86764b446d8f33a01d32909a4d|"
+msgid "|63d7d57ea2d14e1fa565edc5f8e6d0c3|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:111
@@ -32386,7 +32385,7 @@ msgid ""
 msgstr "它源于智能手机上用户与应用程序的交互、汽车上传感器数据的收集、笔记本电脑上键盘输入的接收，或者智能扬声器上某人试着唱的歌。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:67
-msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+msgid "|034829480fa740afbbc7453e5b1fd345|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:113
@@ -32404,7 +32403,7 @@ msgstr ""
 "\"通常不只是一个地方，而是很多地方。它可能是多个运行同一应用程序的设备。但也可能是多个组织，都在为同一任务生成数据。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:79
-msgid "|2361a45884fe41bf8825175b31880a9c|"
+msgid "|525ed0f9bbae4478abd6a50130254461|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:115
@@ -32421,7 +32420,7 @@ msgid ""
 msgstr "因此，要使用机器学习或任何类型的数据分析，过去使用的方法是在中央服务器上收集所有数据。这个服务器可以在数据中心的某个地方，也可以在云端的某个地方。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:91
-msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+msgid "|ad35e1ba0252470fa69bd391f60354b9|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:117
@@ -32436,7 +32435,7 @@ msgid ""
 msgstr "一旦所有数据都收集到一处，我们最终就可以使用机器学习算法在数据上训练我们的模型。这就是我们基本上一直依赖的机器学习方法。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:103
-msgid "|c06175382a73496b968d94d01cd9bdd3|"
+msgid "|686da575bf794c5d8609e37d8211329b|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:119
@@ -32457,7 +32456,7 @@ msgid ""
 msgstr "我们刚刚看到的经典机器学习方法可以在某些情况下使用。很好的例子包括对假日照片进行分类或分析网络流量。在这些案例中，所有数据自然都可以在中央服务器上获得。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:138
-msgid "|80f03044b21b472e866ae9c31202a8ad|"
+msgid "|c58b4e957826408db980c238687ab898|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:173
@@ -32472,7 +32471,7 @@ msgid ""
 msgstr "但这种方法并不适用于许多其他情况。例如，集中服务器上没有数据，或者一台服务器上的数据不足以训练出一个好的模型。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:150
-msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+msgid "|c081e06494f04261a29467861ad8d746|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:175
@@ -32632,7 +32631,7 @@ msgid ""
 msgstr "我们首先在服务器上初始化模型。这与经典的集中式学习完全相同：我们随机或从先前保存的检查点初始化模型参数。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:210
-msgid "|4b6dc916acdc499dad963b52d56fd602|"
+msgid "|2ba32b63692d48bb995937727cc3d76f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:307
@@ -32657,7 +32656,7 @@ msgid ""
 msgstr "接下来，我们会将全局模型的参数发送到连接的客户端节点（如智能手机等边缘设备或企业的服务器）。这是为了确保每个参与节点都使用相同的模型参数开始本地训练。我们通常只使用几个连接节点，而不是所有节点。这样做的原因是，选择越来越多的客户端节点会导致收益递减。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:225
-msgid "|3efa977622c34263ac76d6d5adcb641c|"
+msgid "|8995fb47885b4240aa063f1c1189d0a6|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:309
@@ -32683,7 +32682,7 @@ msgstr ""
 "（mini-batches）。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:240
-msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+msgid "|e0f6b07c2a9d47e68041fec453aa5098|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:311
@@ -32706,7 +32705,7 @@ msgid ""
 msgstr "经过本地训练后，每个客户节点最初收到的模型参数都会略有不同。参数之所以不同，是因为每个客户端节点的本地数据集中都有不同的数据。然后，客户端节点将这些模型更新发回服务器。它们发送的模型更新既可以是完整的模型参数，也可以只是本地训练过程中积累的梯度。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:255
-msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+msgid "|fd69260872954015a8a4b3b7a0a0b27f|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:313
@@ -32753,7 +32752,7 @@ msgstr ""
 " 100 个示例的 10 倍。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:273
-msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+msgid "|335c4f36d8c64f2eb468a30b4d424b24|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:315
@@ -32861,7 +32860,7 @@ msgstr ""
 "为联邦学习、分析和评估提供了一种统一的方法。它允许用户联邦化任何工作负载、任何 ML 框架和任何编程语言。"
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:334
-msgid "|c79e686ab53847f1a476c3d45f574a80|"
+msgid "|0e3cb3b010bd4cea901b3dbd34efa139|"
 msgstr ""
 
 #: ../../source/tutorial-series-what-is-federated-learning.ipynb:340
@@ -41443,3 +41442,54 @@ msgstr ""
 #~ msgid "|1cf0f3d2d44e47c7bfaa71cecf7a0fe4|"
 #~ msgstr ""
 
+#~ msgid "quickstart-tabnet"
+#~ msgstr "快速入门 JAX"
+
+#~ msgid "We also made video tutorials for PyTorch:"
+#~ msgstr "我们还为 PyTorch 制作了视频教程："
+
+#~ msgid "And TensorFlow:"
+#~ msgstr "还有 TensorFlow："
+
+#~ msgid "|2375819ef1ec4145a4c91492343eb475|"
+#~ msgstr ""
+
+#~ msgid "|ce375b86764b446d8f33a01d32909a4d|"
+#~ msgstr ""
+
+#~ msgid "|b2facc1f0966468b962e3d66c1e454f2|"
+#~ msgstr ""
+
+#~ msgid "|2361a45884fe41bf8825175b31880a9c|"
+#~ msgstr ""
+
+#~ msgid "|d0b86ab6b5cc49e1a3e6b031594bf7fe|"
+#~ msgstr ""
+
+#~ msgid "|c06175382a73496b968d94d01cd9bdd3|"
+#~ msgstr ""
+
+#~ msgid "|80f03044b21b472e866ae9c31202a8ad|"
+#~ msgstr ""
+
+#~ msgid "|dfc8acb1c72b4572a3632e2f198da658|"
+#~ msgstr ""
+
+#~ msgid "|4b6dc916acdc499dad963b52d56fd602|"
+#~ msgstr ""
+
+#~ msgid "|3efa977622c34263ac76d6d5adcb641c|"
+#~ msgstr ""
+
+#~ msgid "|a2d6ccc96e214863831cb2eff5b6f81a|"
+#~ msgstr ""
+
+#~ msgid "|7f089ba5b4c34189b974daf1ce3c3bd0|"
+#~ msgstr ""
+
+#~ msgid "|7468ad3dbeea44079c56a11d3c741a1b|"
+#~ msgstr ""
+
+#~ msgid "|c79e686ab53847f1a476c3d45f574a80|"
+#~ msgstr ""
+