From eb94e9c8f69ebbea75dc8b3b8c8caa96aded08af Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 09:37:52 +0100
Subject: [PATCH 01/14] Fix definition of public in docstring

---
 src/lighteval/logging/evaluation_tracker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 017055348..a2bc828c0 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -119,7 +119,7 @@ def __init__(
                 more details about the datasets organisation in
                 [`EvaluationTracker.save`]
             tensorboard_metric_prefix (str): Prefix for the metrics in the tensorboard logs
-            public (bool): If True, results and details are pushed in private orgs
+            public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
             nanotron_run_info (GeneralArgs): Reference to informations about Nanotron models runs
         """
         self.details_logger = DetailsLogger()

From 0a27162af58aeee88ea1dd95ff081f28f206b5f6 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 09:39:09 +0100
Subject: [PATCH 02/14] Fix push_to_tensorboard param name in docstring

---
 src/lighteval/logging/evaluation_tracker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index a2bc828c0..78bf6f02b 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -114,7 +114,7 @@ def __init__(
             push_to_hub (bool): If True, details are pushed to the hub.
                 Results are pushed to `{hub_results_org}/details__{sanitized model_name}` for the model `model_name`, a public dataset,
                 if `public` is True else `{hub_results_org}/details__{sanitized model_name}_private`, a private dataset.
-            push_results_to_tensorboard (bool): If True, will create and push the results for a tensorboard folder on the hub
+            push_to_tensorboard (bool): If True, will create and push the results for a tensorboard folder on the hub
             hub_results_org (str): The organisation to push the results to. See
                 more details about the datasets organisation in
                 [`EvaluationTracker.save`]

From 9a9ba1b04cdd0edf7a28188dbe9e184d97ab8cc0 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 09:47:41 +0100
Subject: [PATCH 03/14] Fix docstring style

---
 src/lighteval/logging/evaluation_tracker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 78bf6f02b..6100a44c1 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -114,7 +114,7 @@ def __init__(
             push_to_hub (bool): If True, details are pushed to the hub.
                 Results are pushed to `{hub_results_org}/details__{sanitized model_name}` for the model `model_name`, a public dataset,
                 if `public` is True else `{hub_results_org}/details__{sanitized model_name}_private`, a private dataset.
-            push_to_tensorboard (bool): If True, will create and push the results for a tensorboard folder on the hub
+            push_to_tensorboard (`bool`, defaults to False): If True, will create and push the results for a tensorboard folder on the hub.
             hub_results_org (str): The organisation to push the results to. See
                 more details about the datasets organisation in
                 [`EvaluationTracker.save`]

From 01879aaa070340110f7c3ffc2db7a4d036435b22 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 09:48:01 +0100
Subject: [PATCH 04/14] Add EvaluationTracker to docs

---
 docs/source/package_reference/logging.mdx | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/docs/source/package_reference/logging.mdx b/docs/source/package_reference/logging.mdx
index 9fd01154e..9102755c1 100644
--- a/docs/source/package_reference/logging.mdx
+++ b/docs/source/package_reference/logging.mdx
@@ -1,4 +1,7 @@
-# Loggers
+# Logging
+
+## EvaluationTracker
+[[autodoc]] logging.evaluation_tracker.EvaluationTracker
 
 ## GeneralConfigLogger
 [[autodoc]] logging.info_loggers.GeneralConfigLogger

From 2920dfd7b89ef6c25d35769871e723e441a92553 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 09:56:51 +0100
Subject: [PATCH 05/14] Fix docstring style

---
 src/lighteval/logging/evaluation_tracker.py | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 6100a44c1..d83bd0bc5 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -83,7 +83,7 @@ def default(self, o):
 
 class EvaluationTracker:
     """
-    Keeps track of the overall evaluation process and relevant informations.
+    Keeps track of the overall evaluation process and relevant information.
 
     The [`EvaluationTracker`] contains specific loggers for experiments details
     ([`DetailsLogger`]), metrics ([`MetricsLogger`]), task versions
@@ -109,18 +109,17 @@ def __init__(
         Creates all the necessary loggers for evaluation tracking.
 
         Args:
-            output_dir (str): Local folder path where you want results to be saved
-            save_details (bool): If True, details are saved to the output_dir
-            push_to_hub (bool): If True, details are pushed to the hub.
+            output_dir (`str`): Local folder path where you want results to be saved.
+            save_details (`bool`, defaults to True): If True, details are saved to the `output_dir`.
+            push_to_hub (`bool`, defaults to False): If True, details are pushed to the hub.
                 Results are pushed to `{hub_results_org}/details__{sanitized model_name}` for the model `model_name`, a public dataset,
                 if `public` is True else `{hub_results_org}/details__{sanitized model_name}_private`, a private dataset.
             push_to_tensorboard (`bool`, defaults to False): If True, will create and push the results for a tensorboard folder on the hub.
-            hub_results_org (str): The organisation to push the results to. See
-                more details about the datasets organisation in
-                [`EvaluationTracker.save`]
-            tensorboard_metric_prefix (str): Prefix for the metrics in the tensorboard logs
+            hub_results_org (`str`, *optional*): The organisation to push the results to.
+                See more details about the datasets organisation in [`EvaluationTracker.save`].
+            tensorboard_metric_prefix (`str`, defaults to "eval"): Prefix for the metrics in the tensorboard logs.
             public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
-            nanotron_run_info (GeneralArgs): Reference to informations about Nanotron models runs
+            nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
         """
         self.details_logger = DetailsLogger()
         self.metrics_logger = MetricsLogger()

From e872679aea62182303accb849df6f376bcc94cf6 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:00:57 +0100
Subject: [PATCH 06/14] Move docstring to class header

---
 src/lighteval/logging/evaluation_tracker.py | 33 ++++++++++-----------
 1 file changed, 15 insertions(+), 18 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index d83bd0bc5..e738229a8 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -82,8 +82,7 @@ def default(self, o):
 
 
 class EvaluationTracker:
-    """
-    Keeps track of the overall evaluation process and relevant information.
+    """Keeps track of the overall evaluation process and relevant information.
 
     The [`EvaluationTracker`] contains specific loggers for experiments details
     ([`DetailsLogger`]), metrics ([`MetricsLogger`]), task versions
@@ -92,6 +91,19 @@ class EvaluationTracker:
     ([`GeneralConfigLogger`]).  It compiles the data from these loggers and
     writes it to files, which can be published to the Hugging Face hub if
     requested.
+
+    Args:
+        output_dir (`str`): Local folder path where you want results to be saved.
+        save_details (`bool`, defaults to True): If True, details are saved to the `output_dir`.
+        push_to_hub (`bool`, defaults to False): If True, details are pushed to the hub.
+            Results are pushed to `{hub_results_org}/details__{sanitized model_name}` for the model `model_name`, a public dataset,
+            if `public` is True else `{hub_results_org}/details__{sanitized model_name}_private`, a private dataset.
+        push_to_tensorboard (`bool`, defaults to False): If True, will create and push the results for a tensorboard folder on the hub.
+        hub_results_org (`str`, *optional*): The organisation to push the results to.
+            See more details about the datasets organisation in [`EvaluationTracker.save`].
+        tensorboard_metric_prefix (`str`, defaults to "eval"): Prefix for the metrics in the tensorboard logs.
+        public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
+        nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
     """
 
     def __init__(
@@ -105,22 +117,7 @@ def __init__(
         public: bool = False,
         nanotron_run_info: "GeneralArgs" = None,
     ) -> None:
-        """
-        Creates all the necessary loggers for evaluation tracking.
-
-        Args:
-            output_dir (`str`): Local folder path where you want results to be saved.
-            save_details (`bool`, defaults to True): If True, details are saved to the `output_dir`.
-            push_to_hub (`bool`, defaults to False): If True, details are pushed to the hub.
-                Results are pushed to `{hub_results_org}/details__{sanitized model_name}` for the model `model_name`, a public dataset,
-                if `public` is True else `{hub_results_org}/details__{sanitized model_name}_private`, a private dataset.
-            push_to_tensorboard (`bool`, defaults to False): If True, will create and push the results for a tensorboard folder on the hub.
-            hub_results_org (`str`, *optional*): The organisation to push the results to.
-                See more details about the datasets organisation in [`EvaluationTracker.save`].
-            tensorboard_metric_prefix (`str`, defaults to "eval"): Prefix for the metrics in the tensorboard logs.
-            public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
-            nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
-        """
+        """Creates all the necessary loggers for evaluation tracking."""
         self.details_logger = DetailsLogger()
         self.metrics_logger = MetricsLogger()
         self.versions_logger = VersionsLogger()

From 39420c69cf18fed69d3fa32aecc8b60428be36de Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:08:57 +0100
Subject: [PATCH 07/14] Add attributes to docstring

---
 src/lighteval/logging/evaluation_tracker.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index e738229a8..7d9f19b10 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -104,6 +104,13 @@ class EvaluationTracker:
         tensorboard_metric_prefix (`str`, defaults to "eval"): Prefix for the metrics in the tensorboard logs.
         public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
+
+    Attributes:
+        details_logger ([`DetailsLogger`]): Logger for experiment details.
+        metrics_logger ([`MetricsLogger`]): Logger for experiment metrics.
+        versions_logger ([`VersionsLogger`]): Logger for task versions.
+        general_config_logger ([`GeneralConfigLogger`]): Logger for general configuration.
+        task_config_logger ([`TaskConfigLogger`]): Logger for task configuration.
     """
 
     def __init__(

From 1dae9e487b13421edf501b800bcfb8d6acd59bfc Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:12:06 +0100
Subject: [PATCH 08/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 7d9f19b10..5287d5923 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -105,7 +105,7 @@ class EvaluationTracker:
         public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
-    Attributes:
+    **Attributes**:
         details_logger ([`DetailsLogger`]): Logger for experiment details.
         metrics_logger ([`MetricsLogger`]): Logger for experiment metrics.
         versions_logger ([`VersionsLogger`]): Logger for task versions.

From 0af6ea277e1a83eef102e5ec041044b5f7c95272 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:25:02 +0100
Subject: [PATCH 09/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 5287d5923..a03058be7 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -106,11 +106,11 @@ class EvaluationTracker:
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-        details_logger ([`DetailsLogger`]): Logger for experiment details.
-        metrics_logger ([`MetricsLogger`]): Logger for experiment metrics.
-        versions_logger ([`VersionsLogger`]): Logger for task versions.
-        general_config_logger ([`GeneralConfigLogger`]): Logger for general configuration.
-        task_config_logger ([`TaskConfigLogger`]): Logger for task configuration.
+        - details_logger ([`DetailsLogger`]): Logger for experiment details.
+        - metrics_logger ([`MetricsLogger`]): Logger for experiment metrics.
+        - versions_logger ([`VersionsLogger`]): Logger for task versions.
+        - general_config_logger ([`GeneralConfigLogger`]): Logger for general configuration.
+        - task_config_logger ([`TaskConfigLogger`]): Logger for task configuration.
     """
 
     def __init__(

From cec1da683200c3adfdc667ec2a4f7a2fdc9cd3f7 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:31:51 +0100
Subject: [PATCH 10/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index a03058be7..2686a5032 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -106,11 +106,11 @@ class EvaluationTracker:
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-        - details_logger ([`DetailsLogger`]): Logger for experiment details.
-        - metrics_logger ([`MetricsLogger`]): Logger for experiment metrics.
-        - versions_logger ([`VersionsLogger`]): Logger for task versions.
-        - general_config_logger ([`GeneralConfigLogger`]): Logger for general configuration.
-        - task_config_logger ([`TaskConfigLogger`]): Logger for task configuration.
+        - **details_logger** ([`DetailsLogger`]): Logger for experiment details.
+        - **metrics_logger** ([`MetricsLogger`]): Logger for experiment metrics.
+        - **versions_logger** ([`VersionsLogger`]): Logger for task versions.
+        - **general_config_logger** ([`GeneralConfigLogger`]): Logger for general configuration.
+        - **task_config_logger** ([`TaskConfigLogger`]): Logger for task configuration.
     """
 
     def __init__(

From 4b191aba48ba679445a69ea7e48bb9d33684842a Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:32:05 +0100
Subject: [PATCH 11/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 2686a5032..4ae2385f3 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -106,7 +106,7 @@ class EvaluationTracker:
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-        - **details_logger** ([`DetailsLogger`]): Logger for experiment details.
+        - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
         - **metrics_logger** ([`MetricsLogger`]): Logger for experiment metrics.
         - **versions_logger** ([`VersionsLogger`]): Logger for task versions.
         - **general_config_logger** ([`GeneralConfigLogger`]): Logger for general configuration.

From 5d713fa441005e38586f64713945cb0ec66b6996 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:36:59 +0100
Subject: [PATCH 12/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 4ae2385f3..827054cd9 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -106,8 +106,8 @@ class EvaluationTracker:
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-        - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
-        - **metrics_logger** ([`MetricsLogger`]): Logger for experiment metrics.
+    - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
+    - **metrics_logger** ([`MetricsLogger`]) -- Logger for experiment metrics.
         - **versions_logger** ([`VersionsLogger`]): Logger for task versions.
         - **general_config_logger** ([`GeneralConfigLogger`]): Logger for general configuration.
         - **task_config_logger** ([`TaskConfigLogger`]): Logger for task configuration.

From 4fb23edfa65519ebb39becac1fccfa23c3038596 Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:40:15 +0100
Subject: [PATCH 13/14] Fix style

---
 src/lighteval/logging/evaluation_tracker.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index 827054cd9..f7feb364d 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -106,11 +106,11 @@ class EvaluationTracker:
         nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-    - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
-    - **metrics_logger** ([`MetricsLogger`]) -- Logger for experiment metrics.
-        - **versions_logger** ([`VersionsLogger`]): Logger for task versions.
-        - **general_config_logger** ([`GeneralConfigLogger`]): Logger for general configuration.
-        - **task_config_logger** ([`TaskConfigLogger`]): Logger for task configuration.
+        - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
+        - **metrics_logger** ([`MetricsLogger`]) -- Logger for experiment metrics.
+        - **versions_logger** ([`VersionsLogger`]) -- Logger for task versions.
+        - **general_config_logger** ([`GeneralConfigLogger`]) -- Logger for general configuration.
+        - **task_config_logger** ([`TaskConfigLogger`]) -- Logger for task configuration.
     """
 
     def __init__(

From e25616dd6309c56be33f57441222685bd06ba2ac Mon Sep 17 00:00:00 2001
From: Albert Villanova del Moral
 <8515462+albertvillanova@users.noreply.github.com>
Date: Thu, 19 Dec 2024 10:50:48 +0100
Subject: [PATCH 14/14] Fix internal links in docstring

---
 src/lighteval/logging/evaluation_tracker.py | 22 ++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/src/lighteval/logging/evaluation_tracker.py b/src/lighteval/logging/evaluation_tracker.py
index f7feb364d..8cc8c09e9 100644
--- a/src/lighteval/logging/evaluation_tracker.py
+++ b/src/lighteval/logging/evaluation_tracker.py
@@ -84,11 +84,11 @@ def default(self, o):
 class EvaluationTracker:
     """Keeps track of the overall evaluation process and relevant information.
 
-    The [`EvaluationTracker`] contains specific loggers for experiments details
-    ([`DetailsLogger`]), metrics ([`MetricsLogger`]), task versions
-    ([`VersionsLogger`]) as well as for the general configurations of both the
-    specific task ([`TaskConfigLogger`]) and overall evaluation run
-    ([`GeneralConfigLogger`]).  It compiles the data from these loggers and
+    The [`~logging.evaluation_tracker.EvaluationTracker`] contains specific loggers for experiments details
+    ([`~logging.evaluation_tracker.DetailsLogger`]), metrics ([`~logging.evaluation_tracker.MetricsLogger`]), task versions
+    ([`~logging.evaluation_tracker.VersionsLogger`]) as well as for the general configurations of both the
+    specific task ([`~logging.evaluation_tracker.TaskConfigLogger`]) and overall evaluation run
+    ([`~logging.evaluation_tracker.GeneralConfigLogger`]).  It compiles the data from these loggers and
     writes it to files, which can be published to the Hugging Face hub if
     requested.
 
@@ -103,14 +103,14 @@ class EvaluationTracker:
             See more details about the datasets organisation in [`EvaluationTracker.save`].
         tensorboard_metric_prefix (`str`, defaults to "eval"): Prefix for the metrics in the tensorboard logs.
         public (`bool`, defaults to False): If True, results and details are pushed to public orgs.
-        nanotron_run_info ([`GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
+        nanotron_run_info ([`~nanotron.config.GeneralArgs`], *optional*): Reference to information about Nanotron models runs.
 
     **Attributes**:
-        - **details_logger** ([`DetailsLogger`]) -- Logger for experiment details.
-        - **metrics_logger** ([`MetricsLogger`]) -- Logger for experiment metrics.
-        - **versions_logger** ([`VersionsLogger`]) -- Logger for task versions.
-        - **general_config_logger** ([`GeneralConfigLogger`]) -- Logger for general configuration.
-        - **task_config_logger** ([`TaskConfigLogger`]) -- Logger for task configuration.
+        - **details_logger** ([`~logging.info_loggers.DetailsLogger`]) -- Logger for experiment details.
+        - **metrics_logger** ([`~logging.info_loggers.MetricsLogger`]) -- Logger for experiment metrics.
+        - **versions_logger** ([`~logging.info_loggers.VersionsLogger`]) -- Logger for task versions.
+        - **general_config_logger** ([`~logging.info_loggers.GeneralConfigLogger`]) -- Logger for general configuration.
+        - **task_config_logger** ([`~logging.info_loggers.TaskConfigLogger`]) -- Logger for task configuration.
     """
 
     def __init__(