openai / parameter-golf File Change Frequency

openai / parameter-golf

File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview

File Change Frequency Overall

There are 80 files with 95,487 lines of code.

0 files changed more than 100 times (0 lines of code)
0 files changed 51-100 times (0 lines of code)
0 files changed 21-50 times (0 lines of code)
1 file changed 6-20 times (896 lines of code)
79 files changed 1-5 times (94,591 lines of code)

Legend:

101+

51-100

21-50

6-20

1-5

explore: grouped by folders | grouped by update frequency | data

Contributors Count Frequency Overall

There are 80 files with 95,487 lines of code.

0 files changed by more than 25 contributors (0 lines of code)
0 files changed by 11-25 contributors (0 lines of code)
1 file changed by 6-10 contributors (896 lines of code)
79 files changed by 2-5 contributors (94,591 lines of code)
0 files changed by 1 contributor (0 lines of code)

Legend:

26+

11-25

6-10

2-5

explore: grouped by folders | grouped by contributors count | data

File Change Frequency per File Extension

py, md, json, txt, sh, cpp, tex, gitignore

File Change Frequency per Extension

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

File Change Frequency per Logical Decomposition

primary

primary (file change frequency)

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

Most Frequently Changed Files (Top 50)

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
train_gpt.py in root	896	34	2026-03-18	2026-04-29	6	6	williamd@openai.com	69124703+aquariouseworkman@...
train_jepa_ssm.py in records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli	1234	55	2026-03-26	2026-05-03	4	3	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence	1	-	2026-04-06	2026-04-29	3	3	robbysneiderman@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-03-19_SwiGLU_WarmdownFix_QuarterBatch_1x5090	1	-	2026-03-19	2026-04-29	3	3	nishantdahal13@gmail.com	69124703+aquariouseworkman@...
prepare_caseops_data.py in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12	108	4	2026-04-22	2026-04-29	3	2	dex@weco.ai	alex.zhao.superman@gmail.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	108	4	2026-04-19	2026-04-29	3	2	dex@weco.ai	alex.zhao.superman@gmail.com
measure_variance_ratio.py in root	139	4	2026-04-11	2026-05-03	3	2	davidgao1345@gmail.com	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-04-03_MuonEqR_DepthRecurrence_WD090_AllInt6	209	-	2026-04-03	2026-04-29	3	3	dex@weco.ai	69124703+aquariouseworkman@...
train_gpt_mlx.py in root	860	43	2026-03-18	2026-03-20	3	5	williamd@openai.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_Seq2048_FP16Emb_TunedLR	1046	37	2026-03-19	2026-04-29	3	3		69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_MLP3x_QAT_Int6_SlidingWindow	1150	40	2026-03-19	2026-04-29	3	3	ariy@microsoft.com	69124703+aquariouseworkman@...
train_gpt_human.py in records/track_10min_16mb/2026-04-05_SP8192_GPTQ-Embeddings_SDClip_Loop45x2	1174	56	2026-04-05	2026-04-29	3	3	kevinclark425@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120	1260	46	2026-03-20	2026-04-29	3	3	pyybor@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271	1275	46	2026-03-20	2026-04-29	3	3	jfprincz@users.noreply.gith...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248	1308	46	2026-03-21	2026-04-29	3	3	jfprincz@users.noreply.gith...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-04-01_Vocab4096_MLPMult4_WD085	1361	67	2026-04-01	2026-04-29	3	3	kevinclark425@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233	1393	49	2026-03-22	2026-04-29	3	3	signalrush@users.noreply.gi...	69124703+aquariouseworkman@...
train_gpt_decode.py in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence	1541	61	2026-04-06	2026-04-29	3	3	robbysneiderman@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon	1766	54	2026-03-23	2026-04-29	3	3	abaybektursun@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-25_ValCalib_GPTQ_XSA_BigramHash3072	1997	69	2026-03-28	2026-04-29	3	3	abaybektursun@gmail.com	69124703+aquariouseworkman@...
transpile_to_bytes.py in records/track_non_record_16mb/2026-03-30_ByteJEPA	38	1	2026-04-07	2026-05-03	2	2	6279697+hardik-bhadani-git@...	valerio@openai.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT	100	4	2026-04-27	2026-04-30	2	2	aquariouseworkman@gmail.com	alex.zhao.superman@gmail.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141	100	4	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611	100	4	2026-04-27	2026-04-29	2	2	benhadad06@gmail.com	alex.zhao.superman@gmail.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE	108	4	2026-04-23	2026-04-29	2	2	78390096+nprime06@users.nor...	alex.zhao.superman@gmail.com
cached_challenge_fineweb.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	136	8	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
run_1868_rerun.py in scripts	150	4	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
ngram_tilt.py in records/track_10min_16mb/2026-04-09_A2_Muon097_3Seed	168	3	2026-04-09	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_mdlm.py in records/track_non_record_16mb/2026-03-29_LLaDA_MDLM_Diffusion	206	19	2026-03-30	2026-05-03	2	2	agalimova@users.noreply.git...	valerio@openai.com
fused_expert_kernel.cpp in records/track_10min_16mb/2026-04-09_A2_Muon097_3Seed/ngram	412	30	2026-04-09	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
download_hf_docs_and_tokenize.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	678	25	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT	691	24	2026-04-27	2026-04-30	2	2	aquariouseworkman@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141	691	24	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12	691	24	2026-04-22	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE	691	24	2026-04-23	2026-04-29	2	2	78390096+nprime06@users.nor...	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611	691	24	2026-04-27	2026-04-29	2	2	benhadad06@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	691	24	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	691	24	2026-04-19	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-03-18_LowerLR	896	34	2026-03-19	2026-03-20	2	2	45443761+nanlliu@users.nore...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_TrainingOptSeq4096	896	34	2026-03-19	2026-03-20	2	2	marthaludwigsdottir@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-18_LongContextSeq2048	896	34	2026-03-19	2026-03-20	2	2	marthaludwigsdottir@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	896	34	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-18_FP16Embed_WD3600	901	34	2026-03-19	2026-03-20	2	2	renier.velazco94@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_10L_MixedPrecision	917	34	2026-03-19	2026-03-20	2	2	45443761+nanlliu@users.nore...	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-03-30_ByteJEPA	943	39	2026-04-07	2026-05-03	2	2	6279697+hardik-bhadani-git@...	valerio@openai.com
train_gpt_gdn.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	992	39	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-21_DepthRecurrence_MixedPrecisionQuant	1006	44	2026-03-25	2026-04-29	2	2	evangelinehelsinki@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_WarmdownQuantization	1007	36	2026-03-19	2026-03-20	2	2	166414725+saml212@users.nor...	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter	1014	38	2026-05-01	2026-05-03	2	2	pranavxiyer@gmail.com	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit	1034	36	2026-03-19	2026-03-20	2	2	yadunanll@gmail.com	69124703+aquariouseworkman@...

Files With Most Contributors (Top 50)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
train_gpt.py in root	896	34	2026-03-18	2026-04-29	6	6	williamd@openai.com	69124703+aquariouseworkman@...
train_gpt_mlx.py in root	860	43	2026-03-18	2026-03-20	3	5	williamd@openai.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_10L_Int5MLP_MuonWD04_SWA50	1059	42	2026-03-20	2026-04-29	2	4	alexzhao@openai.com	69124703+aquariouseworkman@...
train_jepa_ssm.py in records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli	1234	55	2026-03-26	2026-05-03	4	3	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-19_SwiGLU_WarmdownFix_QuarterBatch_1x5090	1	-	2026-03-19	2026-04-29	3	3	nishantdahal13@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_Seq2048_FP16Emb_TunedLR	1046	37	2026-03-19	2026-04-29	3	3		69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon	1766	54	2026-03-23	2026-04-29	3	3	abaybektursun@gmail.com	69124703+aquariouseworkman@...
train_gpt_decode.py in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence	1541	61	2026-04-06	2026-04-29	3	3	robbysneiderman@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence	1	-	2026-04-06	2026-04-29	3	3	robbysneiderman@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-04-03_MuonEqR_DepthRecurrence_WD090_AllInt6	209	-	2026-04-03	2026-04-29	3	3	dex@weco.ai	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_MLP3x_QAT_Int6_SlidingWindow	1150	40	2026-03-19	2026-04-29	3	3	ariy@microsoft.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233	1393	49	2026-03-22	2026-04-29	3	3	signalrush@users.noreply.gi...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271	1275	46	2026-03-20	2026-04-29	3	3	jfprincz@users.noreply.gith...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-04-01_Vocab4096_MLPMult4_WD085	1361	67	2026-04-01	2026-04-29	3	3	kevinclark425@gmail.com	69124703+aquariouseworkman@...
train_gpt_human.py in records/track_10min_16mb/2026-04-05_SP8192_GPTQ-Embeddings_SDClip_Loop45x2	1174	56	2026-04-05	2026-04-29	3	3	kevinclark425@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-25_ValCalib_GPTQ_XSA_BigramHash3072	1997	69	2026-03-28	2026-04-29	3	3	abaybektursun@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248	1308	46	2026-03-21	2026-04-29	3	3	jfprincz@users.noreply.gith...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120	1260	46	2026-03-20	2026-04-29	3	3	pyybor@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-20_Int6_MLP3x_SmearGate_BigramHash_MuonWD_SWA	1050	42	2026-03-20	2026-04-29	2	3	alexzhao@openai.com	69124703+aquariouseworkman@...
prepare_caseops_data.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	108	4	2026-04-19	2026-04-29	3	2	dex@weco.ai	alex.zhao.superman@gmail.com
prepare_caseops_data.py in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12	108	4	2026-04-22	2026-04-29	3	2	dex@weco.ai	alex.zhao.superman@gmail.com
measure_variance_ratio.py in root	139	4	2026-04-11	2026-05-03	3	2	davidgao1345@gmail.com	valerio@openai.com
train_gpt.py in results/pr1868_rerun_compliance	3204	110	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
train_mamba3_hybrid.py in records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT	1890	69	2026-04-15	2026-05-03	2	2	mradassaad2@gmail.com	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-21_DepthRecurrence_MixedPrecisionQuant	1006	44	2026-03-25	2026-04-29	2	2	evangelinehelsinki@gmail.com	69124703+aquariouseworkman@...
train_gpt_cuda_xnor_eggroll_lora.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1197	64	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_cuda_xnor_eggroll_nlayers.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1155	61	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_cuda_xnor.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1334	62	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_cuda_xnor_eggroll_full.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1145	61	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_mdlm.py in records/track_non_record_16mb/2026-03-29_LLaDA_MDLM_Diffusion	206	19	2026-03-30	2026-05-03	2	2	agalimova@users.noreply.git...	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter	1014	38	2026-05-01	2026-05-03	2	2	pranavxiyer@gmail.com	valerio@openai.com
transpile_to_bytes.py in records/track_non_record_16mb/2026-03-30_ByteJEPA	38	1	2026-04-07	2026-05-03	2	2	6279697+hardik-bhadani-git@...	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-30_ByteJEPA	943	39	2026-04-07	2026-05-03	2	2	6279697+hardik-bhadani-git@...	valerio@openai.com
train_gpt_hnet.py in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study	1078	44	2026-03-29	2026-05-03	2	2	feherdarius7@gmail.com	valerio@openai.com
train_gpt_hnet_byte.py in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study	1051	44	2026-03-29	2026-05-03	2	2	feherdarius7@gmail.com	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao	1458	63	2026-03-23	2026-05-03	2	2	davidgao1345@gmail.com	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	896	34	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt_gdn.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	992	39	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt_cuda_binary.py in records/track_non_record_16mb/2026-03-24_106M_Binary_Asymmetric_UNet_FP8_15L_8192BPE_YaRN_NeoMuon_Smear	1233	58	2026-03-25	2026-04-29	2	2	94687473+ciprianflorin-ifri...	69124703+aquariouseworkman@...
train_gpt_legendre.py in records/track_non_record_16mb/2026-03-31_LegendreGPT	1189	44	2026-04-04	2026-05-03	2	2	sergiocernudacueto@gmail.com	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-17_LoRA_TTT	1088	45	2026-03-19	2026-03-20	2	2	samacqua@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_WarmdownQuantization	1007	36	2026-03-19	2026-03-20	2	2	166414725+saml212@users.nor...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-04-10_VarLenAttn	2662	91	2026-04-11	2026-04-29	2	2	samacqua@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	691	24	2026-04-19	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	2850	96	2026-04-19	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-03-19_10L_MixedPrecision	917	34	2026-03-19	2026-03-20	2	2	45443761+nanlliu@users.nore...	69124703+aquariouseworkman@...
cached_challenge_fineweb.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	136	8	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
download_hf_docs_and_tokenize.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	678	25	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	691	24	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	2838	97	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com

Files With Least Contributors (Top 50)

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File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
train_gpt.py in records/track_non_record_16mb/2026-03-18_Quasi10Bfrom50B_SP1024_9x512_KV4_4h_pgut3	896	34
train_gpt.py in records/track_10min_16mb/2026-03-17_NaiveBaseline	896	34
download_hf_docs_and_tokenize.py in data	545	25
cached_challenge_fineweb.py in data	130	8
train_gpt.py in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611	3349	115	2026-04-27	2026-04-29	2	2	benhadad06@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in results/pr1868_rerun_compliance	3204	110	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141	3204	110	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT	3185	110	2026-04-27	2026-04-30	2	2	aquariouseworkman@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-13_VarLenAttn_PhasingTTT2000	3163	104	2026-04-14	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE	3116	108	2026-04-23	2026-04-29	2	2	78390096+nprime06@users.nor...	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	2850	96	2026-04-19	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12	2850	96	2026-04-22	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	2838	97	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-14_MultiPhaseGlobalSGD_PhasedTTT	2775	96	2026-04-14	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-16_SmearGate_AttentionOutputGate_ScoreFirstTTT	2739	91	2026-04-29	2026-04-30	2	2	paerle.music@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-04-10_VarLenAttn	2662	91	2026-04-11	2026-04-29	2	2	samacqua@gmail.com	alex.zhao.superman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-03-29_Loader_FullGPTQ_XSA11_BigramHash2816	1907	64	2026-04-23	2026-04-29	2	2	dex@weco.ai	69124703+aquariouseworkman@...
train_mamba3_hybrid.py in records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT	1890	69	2026-04-15	2026-05-03	2	2	mradassaad2@gmail.com	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao	1458	63	2026-03-23	2026-05-03	2	2	davidgao1345@gmail.com	valerio@openai.com
train_gpt_cuda_xnor.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1334	62	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_cuda_binary.py in records/track_non_record_16mb/2026-03-24_106M_Binary_Asymmetric_UNet_FP8_15L_8192BPE_YaRN_NeoMuon_Smear	1233	58	2026-03-25	2026-04-29	2	2	94687473+ciprianflorin-ifri...	69124703+aquariouseworkman@...
train_gpt_cuda_ternary.py in records/track_10min_16mb/2026-03-24_74M_Ternary_UNet_FP8_10L_8192BPE_YaRN_NeoMuon	1231	61	2026-03-25	2026-04-29	2	2	94687473+ciprianflorin-ifri...	69124703+aquariouseworkman@...
train_gpt_cuda_xnor_eggroll_lora.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1197	64	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_legendre.py in records/track_non_record_16mb/2026-03-31_LegendreGPT	1189	44	2026-04-04	2026-05-03	2	2	sergiocernudacueto@gmail.com	valerio@openai.com
train_gpt_cuda_xnor_eggroll_nlayers.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1155	61	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_cuda_xnor_eggroll_full.py in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L	1145	61	2026-04-05	2026-05-03	2	2	ciprian-florin.ifrim@cipria...	valerio@openai.com
train_gpt_v5.py in records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd	1099	40	2026-03-20	2026-03-20	1	2	alexzhao@openai.com	aquariouseworkman@gmail.com
train_gpt.py in records/track_10min_16mb/2026-03-19_SlidingWindowEval	1089	39	2026-03-19	2026-03-20	2	2	156706407+mattqlf@users.nor...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-17_LoRA_TTT	1088	45	2026-03-19	2026-03-20	2	2	samacqua@gmail.com	69124703+aquariouseworkman@...
train_gpt_hnet.py in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study	1078	44	2026-03-29	2026-05-03	2	2	feherdarius7@gmail.com	valerio@openai.com
train_gpt_hnet_byte.py in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study	1051	44	2026-03-29	2026-05-03	2	2	feherdarius7@gmail.com	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-19_MixedQuant_Int6Int8_SlidingWindow	1041	36	2026-03-19	2026-03-20	2	2	aquariouseworkman@gmail.com	alexzhao@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit	1034	36	2026-03-19	2026-03-20	2	2	yadunanll@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter	1014	38	2026-05-01	2026-05-03	2	2	pranavxiyer@gmail.com	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-19_WarmdownQuantization	1007	36	2026-03-19	2026-03-20	2	2	166414725+saml212@users.nor...	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-03-21_DepthRecurrence_MixedPrecisionQuant	1006	44	2026-03-25	2026-04-29	2	2	evangelinehelsinki@gmail.com	69124703+aquariouseworkman@...
train_gpt_gdn.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	992	39	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt.py in records/track_non_record_16mb/2026-03-30_ByteJEPA	943	39	2026-04-07	2026-05-03	2	2	6279697+hardik-bhadani-git@...	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-19_10L_MixedPrecision	917	34	2026-03-19	2026-03-20	2	2	45443761+nanlliu@users.nore...	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-18_FP16Embed_WD3600	901	34	2026-03-19	2026-03-20	2	2	renier.velazco94@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext	896	34	2026-04-05	2026-05-03	2	2	arjunsrinivasanambalam@arju...	valerio@openai.com
train_gpt.py in records/track_10min_16mb/2026-03-18_LongContextSeq2048	896	34	2026-03-19	2026-03-20	2	2	marthaludwigsdottir@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-19_TrainingOptSeq4096	896	34	2026-03-19	2026-03-20	2	2	marthaludwigsdottir@gmail.com	69124703+aquariouseworkman@...
train_gpt.py in records/track_10min_16mb/2026-03-18_LowerLR	896	34	2026-03-19	2026-03-20	2	2	45443761+nanlliu@users.nore...	69124703+aquariouseworkman@...
lossless_caps.py in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT	691	24	2026-04-19	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper	691	24	2026-04-19	2026-04-29	2	2	romeerpillay@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611	691	24	2026-04-27	2026-04-29	2	2	benhadad06@gmail.com	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE	691	24	2026-04-23	2026-04-29	2	2	78390096+nprime06@users.nor...	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12	691	24	2026-04-22	2026-04-29	2	2	dex@weco.ai	alex.zhao.superman@gmail.com
lossless_caps.py in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141	691	24	2026-04-29	2026-04-30	2	2	christopher.l.mcclendon@pfi...	alex.zhao.superman@gmail.com