openai / parameter-golf
File Size

The distribution of size of files (measured in lines of code).

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 84 files with 97,954 lines of code.
    • 46 very long files (78,795 lines of code)
    • 21 long files (16,945 lines of code)
    • 3 medium size files (827 lines of code)
    • 8 small files (1,047 lines of code)
    • 6 very small files (340 lines of code)
80% | 17% | <1% | 1% | <1%
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
py80% | 17% | <1% | 1% | <1%
cpp0% | 0% | 100% | 0% | 0%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
records82% | 15% | <1% | <1% | <1%
results100% | 0% | 0% | 0% | 0%
ROOT0% | 92% | 0% | 7% | 0%
data0% | 80% | 0% | 19% | 0%
scripts0% | 0% | 0% | 100% | 0%
Longest Files (Top 50)
File# lines# units
train_gpt.py
in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611
 3349 115
train_gpt.py
in results/pr1868_rerun_compliance
 3204 110
train_gpt.py
in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141
 3204 110
train_gpt.py
in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT
 3185 110
train_gpt.py
in records/track_10min_16mb/2026-04-13_VarLenAttn_PhasingTTT2000
 3163 104
train_gpt.py
in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE
 3116 108
train_gpt.py
in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT
 2850 96
train_gpt.py
in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12
 2850 96
train_gpt.py
in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper
 2838 97
train_gpt.py
in records/track_10min_16mb/2026-04-14_MultiPhaseGlobalSGD_PhasedTTT
 2775 96
train_gpt.py
in records/track_10min_16mb/2026-04-16_SmearGate_AttentionOutputGate_ScoreFirstTTT
 2739 91
train_gpt.py
in records/track_10min_16mb/2026-04-10_VarLenAttn
 2662 91
train_gpt.py
in records/track_10min_16mb/2026-03-25_ValCalib_GPTQ_XSA_BigramHash3072
 1997 69
train_gpt.py
in records/track_10min_16mb/2026-03-29_Loader_FullGPTQ_XSA11_BigramHash2816
 1907 64
train_mamba3_hybrid.py
in records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT
 1890 69
train_gpt.py
in records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon
 1766 54
train_gpt_decode.py
in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence
 1541 61
train_gpt.py
in records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao
 1458 63
train_gpt.py
in records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233
 1393 49
train_gpt.py
in records/track_10min_16mb/2026-04-01_Vocab4096_MLPMult4_WD085
 1361 67
train_gpt_cuda_xnor.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1334 62
train_gpt.py
in records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248
 1308 46
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271
 1275 46
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120
 1260 46
train_jepa_ssm.py
in records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli
 1234 55
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
train_gpt_cuda_ternary.py
in records/track_10min_16mb/2026-03-24_74M_Ternary_UNet_FP8_10L_8192BPE_YaRN_NeoMuon
 1231 61
train_gpt_cuda_xnor_eggroll_lora.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1197 64
train_gpt_legendre.py
in records/track_non_record_16mb/2026-03-31_LegendreGPT
 1189 44
train_gpt_human.py
in records/track_10min_16mb/2026-04-05_SP8192_GPTQ-Embeddings_SDClip_Loop45x2
 1174 56
train_gpt_cuda_xnor_eggroll_nlayers.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1155 61
train_gpt.py
in records/track_10min_16mb/2026-03-19_MLP3x_QAT_Int6_SlidingWindow
 1150 40
train_gpt_cuda_xnor_eggroll_full.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1145 61
train_gpt_v5.py
in records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd
 1099 40
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindowEval
 1089 39
train_gpt.py
in records/track_10min_16mb/2026-03-17_LoRA_TTT
 1088 45
train_gpt_hnet.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1078 44
train_gpt.py
in records/track_10min_16mb/2026-03-20_10L_Int5MLP_MuonWD04_SWA50
 1059 42
train_gpt_hnet_byte.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1051 44
train_gpt.py
in records/track_10min_16mb/2026-03-20_Int6_MLP3x_SmearGate_BigramHash_MuonWD_SWA
 1050 42
train_gpt.py
in records/track_10min_16mb/2026-03-19_Seq2048_FP16Emb_TunedLR
 1046 37
train_gpt.py
in records/track_10min_16mb/2026-03-19_MixedQuant_Int6Int8_SlidingWindow
 1041 36
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit
 1034 36
train_gpt.py
in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter
 1014 38
train_gpt.py
in records/track_10min_16mb/2026-03-19_WarmdownQuantization
 1007 36
train_gpt.py
in records/track_non_record_16mb/2026-03-21_DepthRecurrence_MixedPrecisionQuant
 1006 44
train_gpt_gdn.py
in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext
 992 39
train_gpt.py
in records/track_non_record_16mb/2026-03-30_ByteJEPA
 943 39
train_gpt.py
in records/track_10min_16mb/2026-03-19_10L_MixedPrecision
 917 34
train_gpt.py
in records/track_10min_16mb/2026-03-18_FP16Embed_WD3600
 901 34
Files With Most Units (Top 50)
File# lines# units
train_gpt.py
in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611
 3349 115
train_gpt.py
in results/pr1868_rerun_compliance
 3204 110
train_gpt.py
in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT
 3185 110
train_gpt.py
in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141
 3204 110
train_gpt.py
in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE
 3116 108
train_gpt.py
in records/track_10min_16mb/2026-04-13_VarLenAttn_PhasingTTT2000
 3163 104
train_gpt.py
in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper
 2838 97
train_gpt.py
in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT
 2850 96
train_gpt.py
in records/track_10min_16mb/2026-04-14_MultiPhaseGlobalSGD_PhasedTTT
 2775 96
train_gpt.py
in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12
 2850 96
train_gpt.py
in records/track_10min_16mb/2026-04-10_VarLenAttn
 2662 91
train_gpt.py
in records/track_10min_16mb/2026-04-16_SmearGate_AttentionOutputGate_ScoreFirstTTT
 2739 91
train_mamba3_hybrid.py
in records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT
 1890 69
train_gpt.py
in records/track_10min_16mb/2026-03-25_ValCalib_GPTQ_XSA_BigramHash3072
 1997 69
train_gpt.py
in records/track_10min_16mb/2026-04-01_Vocab4096_MLPMult4_WD085
 1361 67
train_gpt_cuda_xnor_eggroll_lora.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1197 64
train_gpt.py
in records/track_10min_16mb/2026-03-29_Loader_FullGPTQ_XSA11_BigramHash2816
 1907 64
train_gpt.py
in records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao
 1458 63
train_gpt_cuda_xnor.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1334 62
train_gpt_cuda_xnor_eggroll_nlayers.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1155 61
train_gpt_cuda_xnor_eggroll_full.py
in records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L
 1145 61
train_gpt_decode.py
in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence
 1541 61
train_gpt_cuda_ternary.py
in records/track_10min_16mb/2026-03-24_74M_Ternary_UNet_FP8_10L_8192BPE_YaRN_NeoMuon
 1231 61
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
train_gpt_human.py
in records/track_10min_16mb/2026-04-05_SP8192_GPTQ-Embeddings_SDClip_Loop45x2
 1174 56
train_jepa_ssm.py
in records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli
 1234 55
train_gpt.py
in records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon
 1766 54
train_gpt.py
in records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233
 1393 49
train_gpt.py
in records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248
 1308 46
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271
 1275 46
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120
 1260 46
train_gpt.py
in records/track_10min_16mb/2026-03-17_LoRA_TTT
 1088 45
train_gpt_hnet_byte.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1051 44
train_gpt_hnet.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1078 44
train_gpt_legendre.py
in records/track_non_record_16mb/2026-03-31_LegendreGPT
 1189 44
train_gpt.py
in records/track_non_record_16mb/2026-03-21_DepthRecurrence_MixedPrecisionQuant
 1006 44
860 43
train_gpt.py
in records/track_10min_16mb/2026-03-20_Int6_MLP3x_SmearGate_BigramHash_MuonWD_SWA
 1050 42
train_gpt.py
in records/track_10min_16mb/2026-03-20_10L_Int5MLP_MuonWD04_SWA50
 1059 42
train_gpt_v5.py
in records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd
 1099 40
train_gpt.py
in records/track_10min_16mb/2026-03-19_MLP3x_QAT_Int6_SlidingWindow
 1150 40
train_gpt.py
in records/track_non_record_16mb/2026-03-30_ByteJEPA
 943 39
train_gpt_gdn.py
in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext
 992 39
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindowEval
 1089 39
train_gpt.py
in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter
 1014 38
train_gpt.py
in records/track_10min_16mb/2026-03-19_Seq2048_FP16Emb_TunedLR
 1046 37
train_gpt.py
in records/track_10min_16mb/2026-03-19_MixedQuant_Int6Int8_SlidingWindow
 1041 36
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit
 1034 36
train_gpt.py
in records/track_10min_16mb/2026-03-19_WarmdownQuantization
 1007 36
train_gpt.py
in records/track_non_record_16mb/2026-03-18_Quasi10Bfrom50B_SP1024_9x512_KV4_4h_pgut3
 896 34
Files With Long Lines (Top 50)

There are 75 files with lines longer than 120 characters. In total, there are 403 long lines.

File# lines# units# long lines
train_gpt_cuda_ternary.py
in records/track_10min_16mb/2026-03-24_74M_Ternary_UNet_FP8_10L_8192BPE_YaRN_NeoMuon
 1231 61 15
train_mamba3_hybrid.py
in records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT
 1890 69 14
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 14
train_gpt.py
in records/track_10min_16mb/2026-03-25_ValCalib_GPTQ_XSA_BigramHash3072
 1997 69 14
train_gpt.py
in records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper
 2838 97 10
train_gpt.py
in records/track_10min_16mb/2026-03-29_Loader_FullGPTQ_XSA11_BigramHash2816
 1907 64 9
train_gpt.py
in records/track_10min_16mb/2026-04-13_VarLenAttn_PhasingTTT2000
 3163 104 9
train_gpt.py
in records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon
 1766 54 9
train_gpt.py
in records/track_10min_16mb/2026-04-10_VarLenAttn
 2662 91 9
train_gpt.py
in records/track_10min_16mb/2026-04-16_SmearGate_AttentionOutputGate_ScoreFirstTTT
 2739 91 9
860 43 9
train_gpt_legendre.py
in records/track_non_record_16mb/2026-03-31_LegendreGPT
 1189 44 8
train_gpt_v5.py
in records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd
 1099 40 8
train_gpt.py
in records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611
 3349 115 8
train_gpt.py
in records/track_10min_16mb/2026-03-19_MLP3x_QAT_Int6_SlidingWindow
 1150 40 8
train_gpt.py
in records/track_10min_16mb/2026-04-14_MultiPhaseGlobalSGD_PhasedTTT
 2775 96 8
train_gpt.py
in records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233
 1393 49 8
train_gpt.py
in results/pr1868_rerun_compliance
 3204 110 7
train_gpt.py
in records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter
 1014 38 7
train_gpt.py
in records/track_10min_16mb/2026-03-20_Int6_MLP3x_SmearGate_BigramHash_MuonWD_SWA
 1050 42 7
train_gpt.py
in records/track_10min_16mb/2026-04-19_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT
 2850 96 7
train_gpt.py
in records/track_10min_16mb/2026-03-20_10L_Int5MLP_MuonWD04_SWA50
 1059 42 7
train_gpt.py
in records/track_10min_16mb/2026-04-01_Vocab4096_MLPMult4_WD085
 1361 67 7
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271
 1275 46 7
train_gpt.py
in records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120
 1260 46 7
train_gpt.py
in records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT
 3185 110 7
train_gpt.py
in records/track_10min_16mb/2026-03-19_WarmdownQuantization
 1007 36 7
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindowEval
 1089 39 7
train_gpt.py
in records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE
 3116 108 7
train_gpt.py
in records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12
 2850 96 7
train_gpt.py
in records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141
 3204 110 7
train_gpt.py
in records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao
 1458 63 6
train_gpt.py
in records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248
 1308 46 6
train_gpt_decode.py
in records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence
 1541 61 6
train_gpt.py
in records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit
 1034 36 6
train_gpt.py
in records/track_non_record_16mb/2026-03-30_ByteJEPA
 943 39 5
train_gpt_gdn.py
in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext
 992 39 5
train_gpt_human.py
in records/track_10min_16mb/2026-04-05_SP8192_GPTQ-Embeddings_SDClip_Loop45x2
 1174 56 5
train_gpt_hnet_byte.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1051 44 4
train_gpt_hnet.py
in records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study
 1078 44 4
train_gpt.py
in records/track_non_record_16mb/2026-03-18_Quasi10Bfrom50B_SP1024_9x512_KV4_4h_pgut3
 896 34 4
train_gpt.py
in records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext
 896 34 4
train_gpt.py
in records/track_10min_16mb/2026-03-17_LoRA_TTT
 1088 45 4
train_gpt.py
in records/track_10min_16mb/2026-03-18_LowerLR
 896 34 4
train_gpt.py
in records/track_10min_16mb/2026-03-19_MixedQuant_Int6Int8_SlidingWindow
 1041 36 4
train_gpt.py
in records/track_10min_16mb/2026-03-18_LongContextSeq2048
 896 34 4
train_gpt.py
in records/track_10min_16mb/2026-03-19_Seq2048_FP16Emb_TunedLR
 1046 37 4
train_gpt.py
in records/track_10min_16mb/2026-03-19_10L_MixedPrecision
 917 34 4
train_gpt.py
in records/track_10min_16mb/2026-03-18_FP16Embed_WD3600
 901 34 4
train_gpt.py
in records/track_10min_16mb/2026-03-17_NaiveBaseline
 896 34 4
Correlations

File Size vs. Commits (all time): 80 points

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lines of code records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao/train_gpt.py x: 4 commits (all time) y: 1458 lines of code records/track_non_record_16mb/2026-03-29_LLaDA_MDLM_Diffusion/train_mdlm.py x: 2 commits (all time) y: 206 lines of code records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli/train_jepa_ssm.py x: 4 commits (all time) y: 1234 lines of code records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study/train_gpt_hnet.py x: 2 commits (all time) y: 1078 lines of code records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study/train_gpt_hnet_byte.py x: 2 commits (all time) y: 1051 lines of code records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext/train_gpt.py x: 2 commits (all time) y: 896 lines of code records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext/train_gpt_gdn.py x: 2 commits (all time) y: 992 lines of code 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records/track_10min_16mb/2026-03-20_10L_Int5MLP_MuonWD04_SWA50/train_gpt.py x: 4 commits (all time) y: 1059 lines of code records/track_10min_16mb/2026-03-20_11L_EfficientPartialXSA_FA3_SWA120/train_gpt.py x: 3 commits (all time) y: 1260 lines of code records/track_10min_16mb/2026-03-20_11L_XSA4_EMA_Int6_MLP3x_WD04_1.1271/train_gpt.py x: 3 commits (all time) y: 1275 lines of code records/track_10min_16mb/2026-03-20_Int6_MLP3x_SmearGate_BigramHash_MuonWD_SWA/train_gpt.py x: 4 commits (all time) y: 1050 lines of code records/track_10min_16mb/2026-03-21_11L_XSA4_EMA_PartialRoPE_LateQAT_1.1248/train_gpt.py x: 3 commits (all time) y: 1308 lines of code records/track_10min_16mb/2026-03-22_11L_EMA_GPTQ-lite_warmdown3500_QAT015_1.1233/train_gpt.py x: 3 commits (all time) y: 1393 lines of code records/track_10min_16mb/2026-03-23_LeakyReLU_LegalTTT_ParallelMuon/train_gpt.py x: 3 commits (all time) y: 1766 lines of code 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records/track_10min_16mb/2026-04-06_SP8192_HessianSDClip_ProgressiveRecurrence/train_gpt_decode.py x: 3 commits (all time) y: 1541 lines of code train_gpt.py x: 16 commits (all time) y: 896 lines of code records/track_10min_16mb/2026-03-19_MixedQuant_Int6Int8_SlidingWindow/train_gpt.py x: 2 commits (all time) y: 1041 lines of code records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd/train_gpt_v5.py x: 2 commits (all time) y: 1099 lines of code records/track_10min_16mb/2026-03-17_LoRA_TTT/train_gpt.py x: 2 commits (all time) y: 1088 lines of code records/track_10min_16mb/2026-03-18_FP16Embed_WD3600/train_gpt.py x: 2 commits (all time) y: 901 lines of code records/track_10min_16mb/2026-03-19_10L_MixedPrecision/train_gpt.py x: 2 commits (all time) y: 917 lines of code records/track_10min_16mb/2026-03-19_SlidingWindowEval/train_gpt.py x: 3 commits (all time) y: 1089 lines of code train_gpt_mlx.py x: 9 commits (all time) y: 860 lines of code
3349.0
lines of code
  min: 1.0
  average: 1193.59
  25th percentile: 691.0
  median: 1048.0
  75th percentile: 1354.25
  max: 3349.0
0 16.0
commits (all time)
min: 2.0 | average: 2.67 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 3.0 | max: 16.0

File Size vs. Contributors (all time): 80 points

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x: 2 contributors (all time) y: 139 lines of code records/track_non_record_16mb/2026-03-23_DGAttention_DavidGao/train_gpt.py x: 2 contributors (all time) y: 1458 lines of code records/track_non_record_16mb/2026-03-29_LLaDA_MDLM_Diffusion/train_mdlm.py x: 2 contributors (all time) y: 206 lines of code records/track_non_record_16mb/2026-03-26_37M_LeWM_Jepa_Mamba2_10L_UNet_INT4FP8QAT_Brotli/train_jepa_ssm.py x: 3 contributors (all time) y: 1234 lines of code records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study/train_gpt_hnet.py x: 2 contributors (all time) y: 1078 lines of code records/track_non_record_16mb/2026-03-29_HNet_ByteVsSubword_Study/train_gpt_hnet_byte.py x: 2 contributors (all time) y: 1051 lines of code records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext/train_gpt.py x: 2 contributors (all time) y: 896 lines of code records/track_non_record_16mb/2026-04-04_GDN_Hybrid_LongContext/train_gpt_gdn.py x: 2 contributors (all time) y: 992 lines of code records/track_non_record_16mb/2026-04-15_Mamba3Hybrid_SP8192_GPTQ_TTT/train_mamba3_hybrid.py x: 2 contributors (all time) y: 1890 lines of code records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141/lossless_caps.py x: 2 contributors (all time) y: 691 lines of code records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141/prepare_caseops_data.py x: 2 contributors (all time) y: 100 lines of code records/track_10min_16mb/2026-04-29_SmearGateBOSFix_3Seed_1.06141/train_gpt.py x: 2 contributors (all time) y: 3204 lines of code scripts/run_1868_rerun.py x: 2 contributors (all time) y: 150 lines of code records/track_10min_16mb/2026-04-27_SmearGateBOSFix_PR1787Base_LQERAsym_PhasedTTT/train_gpt.py x: 2 contributors (all time) y: 3185 lines of code records/track_10min_16mb/2026-04-16_SmearGate_AttentionOutputGate_ScoreFirstTTT/train_gpt.py x: 2 contributors (all time) y: 2739 lines of code records/track_10min_16mb/2026-04-27_SP8192_LQER_SparseGate_BOSSmearFix_9HpStack_1.0611/train_gpt.py x: 2 contributors (all time) y: 3349 lines of code records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE/prepare_caseops_data.py x: 2 contributors (all time) y: 108 lines of code records/track_10min_16mb/2026-04-23_SP8192_CaseOps_SparseGate_QuantGate_Loop45_PhasedTTT_PolarNS_MinLR_FusedCE/train_gpt.py x: 2 contributors (all time) y: 3116 lines of code records/track_10min_16mb/2026-04-22_SP8192_CaseOps_GatedAttn_QuantGate_Loop45_PhasedTTT_MLPClip12/train_gpt.py x: 2 contributors (all time) y: 2850 lines of code records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper/download_hf_docs_and_tokenize.py x: 2 contributors (all time) y: 678 lines of code records/track_10min_16mb/2026-04-18_PR1626_CaseOps_Taper/train_gpt.py x: 2 contributors (all time) y: 2838 lines of code 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(all time) y: 1041 lines of code records/track_10min_16mb/2026-03-19_smeargate_orthoinit_muonwd/train_gpt_v5.py x: 2 contributors (all time) y: 1099 lines of code records/track_10min_16mb/2026-03-17_LoRA_TTT/train_gpt.py x: 2 contributors (all time) y: 1088 lines of code records/track_10min_16mb/2026-03-18_FP16Embed_WD3600/train_gpt.py x: 2 contributors (all time) y: 901 lines of code records/track_10min_16mb/2026-03-19_10L_MixedPrecision/train_gpt.py x: 2 contributors (all time) y: 917 lines of code train_gpt_mlx.py x: 5 contributors (all time) y: 860 lines of code
3349.0
lines of code
  min: 1.0
  average: 1193.59
  25th percentile: 691.0
  median: 1048.0
  75th percentile: 1354.25
  max: 3349.0
0 6.0
contributors (all time)
min: 2.0 | average: 2.31 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 2.0 | max: 6.0

File Size vs. Commits (30 days): 0 points

No data for "commits (30d)" vs. "lines of code".

File Size vs. Contributors (30 days): 0 points

No data for "contributors (30d)" vs. "lines of code".

File Size vs. Commits (90 days): 68 points

records/track_non_record_16mb/2026-03-30_ByteJEPA/train_gpt.py x: 2 commits (90d) y: 943 lines of code records/track_non_record_16mb/2026-03-30_ByteJEPA/transpile_to_bytes.py x: 2 commits (90d) y: 38 lines of code records/track_non_record_16mb/2026-04-30_Random_Linear_Adapter/train_gpt.py x: 2 commits (90d) y: 1014 lines of code records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L/train_gpt_cuda_xnor.py x: 2 commits (90d) y: 1334 lines of code records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L/train_gpt_cuda_xnor_eggroll_full.py x: 2 commits (90d) y: 1145 lines of code records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L/train_gpt_cuda_xnor_eggroll_lora.py x: 2 commits (90d) y: 1197 lines of code records/track_non_record_16mb/2026-04-05_118M_XNOR-Net_FP8_1024D_10L/train_gpt_cuda_xnor_eggroll_nlayers.py x: 2 commits (90d) y: 1155 lines of code measure_variance_ratio.py x: 4 commits (90d) y: 139 lines of code 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File Size vs. Contributors (90 days): 68 points

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