• 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.

• There are 472 files with 79,181 lines of code.
• 15 very long files (27,867 lines of code)
• 18 long files (12,178 lines of code)
• 41 medium size files (12,568 lines of codeclsfd_ftr_w_mp_ins)
• 91 small files (12,452 lines of code)
• 307 very small files (14,116 lines of code)

There are 74 files with lines longer than 120 characters. In total, there are 468 long lines.

File	# lines	# units	# long lines
config.yaml in vision/experiments/pretraining/vloom/tr_350_smolvlm_2B_2nd_stage	150	-	46
config.yaml in vision/experiments/pretraining/vloom/tr_345_vsmollm2_256M_2nd_stage	150	-	46
config.yaml in vision/experiments/pretraining/vloom/tr_347_smolvlm_500M_2nd_stage	150	-	46
config.yaml in vision/experiments/pretraining/vloom/tr_346_vsmollm2_256M_3rd_stage	133	-	44
config.yaml in vision/experiments/pretraining/vloom/tr_349_vsmollm2_500M_3rd_stage	133	-	44
SmolVLM2_Video_FT.ipynb in vision/finetuning	2909	-	25
config.yaml in vision/experiments/pretraining/vloom/tr_341_smolvlm_025b_1st_stage	136	-	20
config.yaml in vision/experiments/pretraining/vloom/tr_343_smolvlm_05b_1st_stage	136	-	20
config.yaml in vision/experiments/pretraining/vloom/tr_348_smolvlm_2B	137	-	20
pipeline.py in text/data/smoltalk/magpie_ultra_v1	498	7	17
build_ds_sft.py in vision/data/datasets_processing_scripts/build_concatenation_datasets_sft	3203	80	13
Smol_VLM_FT.ipynb in vision/finetuning	646	-	11
create_mixture.py in vision/smolvlm2/scripts	115	10	7
dataset_clip_sampling.py in vision/smolvlm2/smolvlm/datasets	611	19	7
dataset.py in vision/smolvlm2/smolvlm/datasets	530	17	6
13_final_processing.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	276	11	4
dataset.py in text/data/smoltalk/rewrite/pipeline	90	6	3
modeling_smollmm.py in vision/smolvlm2/smolvlm/model	201	4	3
conversation.py in vision/smolvlm2/smolvlm	302	10	3
DOM_tree_viz.html in vision/data/datasets_processing_scripts/clean_m4_prelimenary_experiments/explore/assets	172	-	3
14_01_filter_perplexity_with_language_model.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	121	3	3
web_document_and_filtering_visualization.py in vision/m4/sourcing/data_collection/visualization	675	8	3
DOM_tree_viz.html in vision/m4/sourcing/data_collection/visualization/assets	172	-	3
rewriter.py in tools/smol_tools/smol_tools	16	2	2
demo_tkinter.py in tools/smol_tools	534	19	2
mm_utils.py in vision/smolvlm2/smolvlm	206	11	2
15_04_remove_opt_out_images.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	76	3	2
09_05_merge_domain_to_duplicated_texts_sharded.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	86	-	2
11_03_set_img_urls_dedup.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	94	3	2
12_02_remove_opt_out_images.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	74	3	2
15_03_remove_opt_out_documents.py in vision/data/datasets_processing_scripts/build_webdocs_dataset/python_scripts	67	3	2
05_binary_classification.py in vision/data/datasets_processing_scripts/build_laion_coco_dataset/python_scripts	149	6	2
train_bin_classif.py in vision/data/datasets_processing_scripts/build_laion_coco_dataset/python_scripts	431	5	2
packing.py in vision/m4/training	1099	12	2
evaluation_classification_in_context_idefics.py in vision/m4/models/idefics	3015	-	2
evaluation_classification_in_context_vgpt2.py in vision/m4/models/vgpt2	2291	11	2
evaluation_captioning_in_context_vgpt2.py in vision/m4/models/vgpt2	456	10	2
modeling_vllama3.py in vision/m4/models/vllama3	1197	49	2
evaluation_classification_in_context_vllama3.py in vision/m4/models/vllama3	3272	-	2
evaluation_classification_in_context_vmistral.py in vision/m4/models/vmistral	3158	-	2
s3_checkpoint_download_convert_upload.py in vision/m4/scripts	136	7	2
update_model_perceiver_latents.py in vision/m4/scripts	42	-	2
update_model_embeds.py in vision/m4/scripts	53	-	2
base.py in tools/smol_tools/smol_tools	55	4	1
summarizer.py in tools/smol_tools/smol_tools	35	2	1
agent.py in tools/smol_tools/smol_tools	84	10	1
titler.py in tools/smol_tools/smol_tools	15	2	1
llava_onevision_config.yaml in vision/smolvlm2/scripts/mixtures	581	-	1
create_scienceqa_old_setup.py in vision/data/datasets_processing_scripts/create_evaluation_datasets	51	-	1
create_scienceqa.py in vision/data/datasets_processing_scripts/create_evaluation_datasets	51	-	1