diff --git a/docs/source/examples/replicate_vicuna/chatbot.py b/docs/source/examples/replicate_vicuna/chatbot.py
index 9c0cbb4b2b..284d843edf 100755
--- a/docs/source/examples/replicate_vicuna/chatbot.py
+++ b/docs/source/examples/replicate_vicuna/chatbot.py
@@ -100,8 +100,7 @@ def prune_history(user_messages_sizes, bot_messages_sizes, max_history_size):
 
 def _get_parser():
     parser = ArgumentParser(description="chatbot.py")
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     opts.model_opts(parser)
     return parser
 
diff --git a/docs/source/examples/replicate_vicuna/simple_inference.py b/docs/source/examples/replicate_vicuna/simple_inference.py
index 0e14c26529..4baa131f24 100644
--- a/docs/source/examples/replicate_vicuna/simple_inference.py
+++ b/docs/source/examples/replicate_vicuna/simple_inference.py
@@ -39,8 +39,7 @@
 
 def _get_parser():
     parser = ArgumentParser(description="simple_inference_engine_py.py")
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     opts.model_opts(parser)
     return parser
 
diff --git a/eval_llm/MMLU-FR/run_mmlu_opennmt_fr.py b/eval_llm/MMLU-FR/run_mmlu_opennmt_fr.py
index 6e36c56264..dfa39622dd 100644
--- a/eval_llm/MMLU-FR/run_mmlu_opennmt_fr.py
+++ b/eval_llm/MMLU-FR/run_mmlu_opennmt_fr.py
@@ -196,9 +196,7 @@ def evaluate(opt):
 
 def _get_parser():
     parser = ArgumentParser(description="run_mmlu_opennmt_fr.py")
-
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     return parser
 
 
diff --git a/eval_llm/MMLU/run_mmlu_opennmt.py b/eval_llm/MMLU/run_mmlu_opennmt.py
index 3f1230bde7..bede7475e7 100644
--- a/eval_llm/MMLU/run_mmlu_opennmt.py
+++ b/eval_llm/MMLU/run_mmlu_opennmt.py
@@ -198,9 +198,7 @@ def evaluate(opt):
 
 def _get_parser():
     parser = ArgumentParser(description="run_mmlu_opennmt.py")
-
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     return parser
 
 
diff --git a/onmt/bin/build_vocab.py b/onmt/bin/build_vocab.py
index 7b35e43511..67c04c1db8 100644
--- a/onmt/bin/build_vocab.py
+++ b/onmt/bin/build_vocab.py
@@ -8,7 +8,7 @@
 from onmt.utils.logging import init_logger, logger
 from onmt.utils.misc import set_random_seed, check_path
 from onmt.utils.parse import ArgumentParser
-from onmt.opts import dynamic_prepare_opts
+from onmt.opts import data_prepare_opts
 from onmt.inputters.text_corpus import build_corpora_iters, get_corpora
 from onmt.inputters.text_utils import process, append_features_to_text
 from onmt.transforms import make_transforms, get_transforms_cls
@@ -273,7 +273,7 @@ def save_counter(counter, save_path):
 
 def _get_parser():
     parser = ArgumentParser(description="build_vocab.py")
-    dynamic_prepare_opts(parser, build_vocab_only=True)
+    data_prepare_opts(parser, build_vocab_only=True)
     return parser
 
 
diff --git a/onmt/bin/server.py b/onmt/bin/server.py
index 85bea9e4ca..6bfabb81d7 100755
--- a/onmt/bin/server.py
+++ b/onmt/bin/server.py
@@ -146,7 +146,7 @@ def _get_parser():
     parser.add_argument("--url_root", type=str, default="/translator")
     parser.add_argument("--debug", "-d", action="store_true")
     parser.add_argument(
-        "--config", "-c", type=str, default="./available_models/conf.json"
+        "--model_config", "-m", type=str, default="./available_models/conf.json"
     )
     return parser
 
@@ -155,7 +155,7 @@ def main():
     parser = _get_parser()
     args = parser.parse_args()
     start(
-        args.config,
+        args.model_config,
         url_root=args.url_root,
         host=args.ip,
         port=args.port,
diff --git a/onmt/bin/translate.py b/onmt/bin/translate.py
index bf3d25f1fc..6b632cc669 100644
--- a/onmt/bin/translate.py
+++ b/onmt/bin/translate.py
@@ -1,7 +1,7 @@
 #!/usr/bin/env python
 # -*- coding: utf-8 -*-
 from onmt.inference_engine import InferenceEnginePY
-from onmt.opts import config_opts, translate_opts
+from onmt.opts import translate_opts
 from onmt.utils.parse import ArgumentParser
 from onmt.utils.misc import use_gpu, set_random_seed
 from torch.profiler import profile, record_function, ProfilerActivity
@@ -23,8 +23,7 @@ def translate(opt):
 
 def _get_parser():
     parser = ArgumentParser(description="translate.py")
-    config_opts(parser)
-    translate_opts(parser, dynamic=True)
+    translate_opts(parser)
     return parser
 
 
diff --git a/onmt/opts.py b/onmt/opts.py
index c23f9ad6a2..003661bd73 100644
--- a/onmt/opts.py
+++ b/onmt/opts.py
@@ -164,8 +164,8 @@ def _add_reproducibility_opts(parser):
     )
 
 
-def _add_dynamic_corpus_opts(parser, build_vocab_only=False):
-    """Options related to training corpus, type: a list of dictionary."""
+def _add_dataset_opts(parser, build_vocab_only=False):
+    """Options related to training datasets, type: a list of dictionary."""
     group = parser.add_argument_group("Data")
     group.add(
         "-data",
@@ -278,7 +278,7 @@ def _add_features_opts(parser):
     )
 
 
-def _add_dynamic_vocab_opts(parser, build_vocab_only=False):
+def _add_vocab_opts(parser, build_vocab_only=False):
     """Options related to vocabulary and features.
 
     Add all options relate to vocabulary or features to parser.
@@ -412,7 +412,7 @@ def _add_dynamic_vocab_opts(parser, build_vocab_only=False):
         )
 
 
-def _add_dynamic_transform_opts(parser):
+def _add_transform_opts(parser):
     """Options related to transforms.
 
     Options that specified in the definitions of each transform class
@@ -422,7 +422,7 @@ def _add_dynamic_transform_opts(parser):
         transform_cls.add_options(parser)
 
 
-def dynamic_prepare_opts(parser, build_vocab_only=False):
+def data_prepare_opts(parser, build_vocab_only=False):
     """Options related to data prepare in dynamic mode.
 
     Add all dynamic data prepare related options to parser.
@@ -430,9 +430,9 @@ def dynamic_prepare_opts(parser, build_vocab_only=False):
     will be used in `onmt/bin/build_vocab.py`.
     """
     config_opts(parser)
-    _add_dynamic_corpus_opts(parser, build_vocab_only=build_vocab_only)
-    _add_dynamic_vocab_opts(parser, build_vocab_only=build_vocab_only)
-    _add_dynamic_transform_opts(parser)
+    _add_dataset_opts(parser, build_vocab_only=build_vocab_only)
+    _add_vocab_opts(parser, build_vocab_only=build_vocab_only)
+    _add_transform_opts(parser)
 
     if build_vocab_only:
         _add_reproducibility_opts(parser)
@@ -1125,6 +1125,39 @@ def _add_train_general_opts(parser):
         help="Type of the source input. " "Options are [text].",
     )
 
+    group.add(
+        "-bucket_size",
+        "--bucket_size",
+        type=int,
+        default=262144,
+        help="""A bucket is a buffer of bucket_size examples to pick
+                   from the various Corpora. The dynamic iterator batches
+                   batch_size batchs from the bucket and shuffle them.""",
+    )
+    group.add(
+        "-bucket_size_init",
+        "--bucket_size_init",
+        type=int,
+        default=-1,
+        help="""The bucket is initalized with this awith this
+               amount of examples (optional)""",
+    )
+    group.add(
+        "-bucket_size_increment",
+        "--bucket_size_increment",
+        type=int,
+        default=0,
+        help="""The bucket size is incremented with this
+              amount of examples (optional)""",
+    )
+    group.add(
+        "-prefetch_factor",
+        "--prefetch_factor",
+        type=int,
+        default=200,
+        help="""number of mini-batches loaded in advance to avoid the
+                   GPU waiting during the refilling of the bucket.""",
+    )
     group.add(
         "--save_model",
         "-save_model",
@@ -1541,43 +1574,6 @@ def _add_train_general_opts(parser):
     _add_logging_opts(parser, is_train=True)
 
 
-def _add_train_dynamic_data(parser):
-    group = parser.add_argument_group("Dynamic data")
-    group.add(
-        "-bucket_size",
-        "--bucket_size",
-        type=int,
-        default=262144,
-        help="""A bucket is a buffer of bucket_size examples to pick
-                   from the various Corpora. The dynamic iterator batches
-                   batch_size batchs from the bucket and shuffle them.""",
-    )
-    group.add(
-        "-bucket_size_init",
-        "--bucket_size_init",
-        type=int,
-        default=-1,
-        help="""The bucket is initalized with this awith this
-               amount of examples (optional)""",
-    )
-    group.add(
-        "-bucket_size_increment",
-        "--bucket_size_increment",
-        type=int,
-        default=0,
-        help="""The bucket size is incremented with this
-              amount of examples (optional)""",
-    )
-    group.add(
-        "-prefetch_factor",
-        "--prefetch_factor",
-        type=int,
-        default=200,
-        help="""number of mini-batches loaded in advance to avoid the
-                   GPU waiting during the refilling of the bucket.""",
-    )
-
-
 def _add_quant_opts(parser):
     group = parser.add_argument_group("Quant options")
     group.add(
@@ -1624,13 +1620,10 @@ def _add_quant_opts(parser):
 
 def train_opts(parser):
     """All options used in train."""
-    # options relate to data preprare
-    dynamic_prepare_opts(parser, build_vocab_only=False)
+    data_prepare_opts(parser, build_vocab_only=False)
     distributed_opts(parser)
-    # options relate to train
     model_opts(parser)
     _add_train_general_opts(parser)
-    _add_train_dynamic_data(parser)
     _add_quant_opts(parser)
 
 
@@ -1796,8 +1789,9 @@ def _add_decoding_opts(parser):
     )
 
 
-def translate_opts(parser, dynamic=False):
+def translate_opts(parser):
     """Translation / inference options"""
+    config_opts(parser)
     group = parser.add_argument_group("Model")
     group.add(
         "--model",
@@ -1929,18 +1923,17 @@ def translate_opts(parser, dynamic=False):
     )
     group.add("--gpu", "-gpu", type=int, default=-1, help="Device to run on")
 
-    if dynamic:
-        group.add(
-            "-transforms",
-            "--transforms",
-            default=[],
-            nargs="+",
-            choices=AVAILABLE_TRANSFORMS.keys(),
-            help="Default transform pipeline to apply to data.",
-        )
+    group.add(
+        "-transforms",
+        "--transforms",
+        default=[],
+        nargs="+",
+        choices=AVAILABLE_TRANSFORMS.keys(),
+        help="Default transform pipeline to apply to data.",
+    )
 
-        # Adding options related to Transforms
-        _add_dynamic_transform_opts(parser)
+    # Adding options related to Transforms
+    _add_transform_opts(parser)
 
     _add_quant_opts(parser)
 
diff --git a/onmt/tests/test_data_prepare.py b/onmt/tests/test_data_prepare.py
index e2fe66e96e..4e88f9fa8d 100644
--- a/onmt/tests/test_data_prepare.py
+++ b/onmt/tests/test_data_prepare.py
@@ -7,7 +7,7 @@
 import os
 
 from onmt.utils.parse import ArgumentParser
-from onmt.opts import dynamic_prepare_opts
+from onmt.opts import data_prepare_opts
 from onmt.train_single import prepare_transforms_vocabs
 from onmt.constants import CorpusName
 
@@ -17,7 +17,7 @@
 
 def get_default_opts():
     parser = ArgumentParser(description="data sample prepare")
-    dynamic_prepare_opts(parser)
+    data_prepare_opts(parser)
 
     default_opts = [
         "-config",
diff --git a/onmt/tests/test_inference_engines.py b/onmt/tests/test_inference_engines.py
index c83125ee68..767db0c263 100644
--- a/onmt/tests/test_inference_engines.py
+++ b/onmt/tests/test_inference_engines.py
@@ -7,8 +7,7 @@
 
 def _get_parser():
     parser = ArgumentParser(description="simple_inference_engine_py.py")
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     return parser
 
 
diff --git a/onmt/utils/scoring_utils.py b/onmt/utils/scoring_utils.py
index 8e1e845718..d0b5f7f8e5 100644
--- a/onmt/utils/scoring_utils.py
+++ b/onmt/utils/scoring_utils.py
@@ -2,7 +2,7 @@
 import os
 from onmt.utils.parse import ArgumentParser
 from onmt.translate import GNMTGlobalScorer, Translator
-from onmt.opts import config_opts, translate_opts
+from onmt.opts import translate_opts
 from onmt.constants import CorpusTask
 from onmt.inputters.dynamic_iterator import build_dynamic_dataset_iter
 from onmt.transforms import get_transforms_cls, make_transforms, TransformPipe
@@ -51,7 +51,6 @@ def translate(self, model, gpu_rank, step):
 
         # Set "default" translation options on empty cfgfile
         parser = ArgumentParser()
-        config_opts(parser)
         translate_opts(parser)
         base_args = ["-model", "dummy"] + ["-src", "dummy"]
         opt = parser.parse_args(base_args)
diff --git a/setup.py b/setup.py
index ef43cc061c..9814bb1d2f 100644
--- a/setup.py
+++ b/setup.py
@@ -41,7 +41,6 @@
             "onmt_server=onmt.bin.server:main",
             "onmt_train=onmt.bin.train:main",
             "onmt_translate=onmt.bin.translate:main",
-            "onmt_translate_dynamic=onmt.bin.translate_dynamic:main",
             "onmt_release_model=onmt.bin.release_model:main",
             "onmt_average_models=onmt.bin.average_models:main",
             "onmt_build_vocab=onmt.bin.build_vocab:main",
diff --git a/tools/LM_scoring.py b/tools/LM_scoring.py
index e07632f3d9..c4eb32403e 100644
--- a/tools/LM_scoring.py
+++ b/tools/LM_scoring.py
@@ -38,8 +38,7 @@
 
 def _get_parser():
     parser = ArgumentParser(description="LM_scoring.py")
-    opts.config_opts(parser)
-    opts.translate_opts(parser, dynamic=True)
+    opts.translate_opts(parser)
     return parser