huggingface / trl File Size

Intro

File size measurements show the distribution of size of files.
Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

File Size Overall

There are 89 files with 20,646 lines of code.

4 very long files (4,685 lines of code)
8 long files (5,405 lines of code)
20 medium size files (6,354 lines of codeclsfd_ftr_w_mp_ins)
16 small files (2,312 lines of code)
41 very small files (1,890 lines of code)

Legend:

1001+

501-1000

201-500

101-200

1-100

explore: grouped by folders | grouped by size | sunburst | 3D view

File Size per Extension

1001+

501-1000

201-500

101-200

1-100

File Size per Logical Decomposition

primary

1001+

501-1000

201-500

101-200

1-100

Longest Files (Top 50)

File	# lines	# units
dpo_trainer.py in trl/trainer	1257	27
kto_trainer.py in trl/trainer	1235	25
utils.py in trl/trainer	1120	49
bco_trainer.py in trl/trainer	1073	30
grpo_trainer.py in trl/trainer	971	29
cpo_trainer.py in trl/trainer	741	20
orpo_trainer.py in trl/trainer	730	20
ppo_trainer.py in trl/trainer	666	11
generate_zen_dataset.py in scripts	614	1
sft_trainer.py in trl/trainer	590	17
rloo_trainer.py in trl/trainer	549	7
online_dpo_trainer.py in trl/trainer	544	12
modeling_sd_base.py in trl/models	490	33
modeling_base.py in trl/models	481	18
ddpo_trainer.py in trl/trainer	433	15
xpo_trainer.py in trl/trainer	404	12
grpo_config.py in trl/trainer	367	1
callbacks.py in trl/trainer	363	23
nash_md_trainer.py in trl/trainer	360	12
iterative_sft_trainer.py in trl/trainer	330	9
data_utils.py in trl	325	21
vllm_serve.py in trl/scripts	316	7
base_environment.py in trl/environment	299	19
reward_trainer.py in trl/trainer	293	8
alignprop_trainer.py in trl/trainer	291	13
dpo_config.py in trl/trainer	264	1
gkd_trainer.py in trl/trainer	239	6
modeling_value_head.py in trl/models	237	17
activation_offloading.py in trl/models	236	10
prm_trainer.py in trl/trainer	217	4
utils.py in trl/models	208	17
judges.py in trl/trainer	201	5
generate_tiny_models.py in scripts	199	1
__init__.py in trl	199	-
ddpo_config.py in trl/trainer	187	2
mergekit_utils.py in trl	180	8
sft_config.py in trl/trainer	159	1
vllm_client.py in trl/extras	148	8
kto_config.py in trl/trainer	147	1
__init__.py in trl/trainer	145	-
utils.py in trl/scripts	138	5
bco_config.py in trl/trainer	128	1
log_reports.py in scripts	122	2
log_example_reports.py in scripts	120	1
generate_toolcall_dataset.py in scripts	113	1
cpo_config.py in trl/trainer	111	1
online_dpo_config.py in trl/trainer	111	1
core.py in trl	105	8
model_config.py in trl/trainer	100	1
orpo_config.py in trl/trainer	97	1

Files With Most Units (Top 50)

File	# lines	# units
utils.py in trl/trainer	1120	49
modeling_sd_base.py in trl/models	490	33
bco_trainer.py in trl/trainer	1073	30
grpo_trainer.py in trl/trainer	971	29
dpo_trainer.py in trl/trainer	1257	27
kto_trainer.py in trl/trainer	1235	25
callbacks.py in trl/trainer	363	23
data_utils.py in trl	325	21
cpo_trainer.py in trl/trainer	741	20
orpo_trainer.py in trl/trainer	730	20
base_environment.py in trl/environment	299	19
modeling_base.py in trl/models	481	18
import_utils.py in trl	91	18
modeling_value_head.py in trl/models	237	17
utils.py in trl/models	208	17
sft_trainer.py in trl/trainer	590	17
ddpo_trainer.py in trl/trainer	433	15
alignprop_trainer.py in trl/trainer	291	13
nash_md_trainer.py in trl/trainer	360	12
online_dpo_trainer.py in trl/trainer	544	12
xpo_trainer.py in trl/trainer	404	12
ppo_trainer.py in trl/trainer	666	11
activation_offloading.py in trl/models	236	10
iterative_sft_trainer.py in trl/trainer	330	9
mergekit_utils.py in trl	180	8
vllm_client.py in trl/extras	148	8
core.py in trl	105	8
reward_trainer.py in trl/trainer	293	8
vllm_serve.py in trl/scripts	316	7
rloo_trainer.py in trl/trainer	549	7
gkd_trainer.py in trl/trainer	239	6
auxiliary_modules.py in trl/models	64	5
utils.py in trl/scripts	138	5
judges.py in trl/trainer	201	5
dataset_formatting.py in trl/extras	60	4
prm_trainer.py in trl/trainer	217	4
add_copyrights.py in scripts	41	3
log_reports.py in scripts	122	2
sd_utils.py in trl/models	74	2
dpo.py in trl/scripts	82	2
sft.py in trl/scripts	63	2
kto.py in trl/scripts	51	2
grpo.py in trl/scripts	82	2
best_of_n_sampler.py in trl/extras	67	2
profiling.py in trl/extras	27	2
ddpo_config.py in trl/trainer	187	2
alignprop_config.py in trl/trainer	96	2
generate_zen_dataset.py in scripts	614	1
generate_toolcall_dataset.py in scripts	113	1
log_example_reports.py in scripts	120	1

Files With Long Lines (Top 28)

There are 28 files with lines longer than 120 characters. In total, there are 132 long lines.

File	# lines	# units	# long lines
generate_zen_dataset.py in scripts	614	1	54
generate_toolcall_dataset.py in scripts	113	1	9
bco_trainer.py in trl/trainer	1073	30	7
kto_trainer.py in trl/trainer	1235	25	7
orpo_trainer.py in trl/trainer	730	20	6
dpo_trainer.py in trl/trainer	1257	27	5
cpo_trainer.py in trl/trainer	741	20	5
ddpo_trainer.py in trl/trainer	433	15	4
utils.py in trl/trainer	1120	49	4
sft_config.py in trl/trainer	159	1	3
judges.py in trl/trainer	201	5	3
reward_trainer.py in trl/trainer	293	8	3
generate_tiny_models.py in scripts	199	1	2
modeling_base.py in trl/models	481	18	2
modeling_value_head.py in trl/models	237	17	2
grpo_config.py in trl/trainer	367	1	2
ppo_trainer.py in trl/trainer	666	11	2
prm_trainer.py in trl/trainer	217	4	2
modeling_sd_base.py in trl/models	490	33	1
best_of_n_sampler.py in trl/extras	67	2	1
base_environment.py in trl/environment	299	19	1
prm_config.py in trl/trainer	66	1	1
reward_config.py in trl/trainer	60	1	1
sft_trainer.py in trl/trainer	590	17	1
xpo_trainer.py in trl/trainer	404	12	1
iterative_sft_trainer.py in trl/trainer	330	9	1
alignprop_trainer.py in trl/trainer	291	13	1
rloo_trainer.py in trl/trainer	549	7	1