openai / parameter-golf
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 90% duplication:
    • 96,531 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 86,983 duplicated lines
  • 30,170 duplicates
system90% (86,983 lines)
dependency graphs: 2D graph | 2D graph (with duplicates)... | 3D graph | 3D graph (with duplicates)...
Duplication per Extension
py90% (86,983 lines)
Duplication per Component (primary)
records90% (82,211 lines)
results100% (3,192 lines)
ROOT53% (989 lines)
data89% (591 lines)
scripts0% (0 lines)

Duplication Between Components (50+ lines)

flowchart TB
    n0["records"]
    n1["results"]
    n2["ROOT"]
    n3["data"]
    n0 ---|"36192"| n1
    n0 ---|"27928"| n2
    n3 ---|"1184"| n0
    n1 ---|"100"| n2
    classDef default fill:#00b2ee,stroke:#ffffff,color:#000000;
    classDef highlighted fill:#00b2ee,stroke:#ffffff,color:#000000;
    linkStyle 0 stroke:#DC143CFF,stroke-width:10px
    linkStyle 1 stroke:#DC143CC9,stroke-width:7px
    linkStyle 2 stroke:#DC143C4C,stroke-width:1px
    linkStyle 3 stroke:#DC143C4C,stroke-width:1px


Download: Mermaid (.mmd) (open online Mermaid editor)

2D force graph | 3D force graph

Show more details on duplication between components...
From Component
 --> To Component
Duplicated
Lines
File Pairs Details
records (19%)
  --> results (566%)
36192 55 file pairs details...
records (15%)
  --> ROOT (756%)
27928 133 file pairs details...
data (90%)
  --> records (<1%)
1184 2 file pairs details...
results (1%)
  --> ROOT (2%)
100 2 file pairs details...

Longest Duplicates
The list of 50 longest duplicates.
See data for all 30,170 duplicates...
Size#FoldersFilesLinesCode
3192 x 2 records/track_10min_16mb...ateBOSFix_3Seed_1.06141
results/pr1868_rerun_compliance
6:3574 (100%)
6:3574 (100%)
view
2742 x 2 records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...p45_PhasedTTT_MLPClip12
108:3135 (96%)
108:3135 (96%)
view
2179 x 2 records/track_10min_16mb...Base_LQERAsym_PhasedTTT
results/pr1868_rerun_compliance
6:2493 (68%)
6:2493 (68%)
view
2179 x 2 records/track_10min_16mb...Base_LQERAsym_PhasedTTT
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
6:2493 (68%)
6:2493 (68%)
view
1578 x 2 records/track_10min_16mb/2026-04-10_VarLenAttn
records/track_10min_16mb...rLenAttn_PhasingTTT2000
129:1844 (59%)
152:1867 (50%)
view
1494 x 2 records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...18_PR1626_CaseOps_Taper
215:1834 (54%)
238:1857 (52%)
view
1009 x 2 records/track_10min_16mb...p45_PhasedTTT_MLPClip12
records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
1878:2964 (35%)
2204:3290 (32%)
view
1009 x 2 records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
1878:2964 (35%)
2204:3290 (32%)
view
993 x 2 records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
2268:3340 (31%)
2344:3416 (31%)
view
946 x 2 records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
1942:2964 (33%)
2344:3366 (29%)
view
946 x 2 records/track_10min_16mb...p45_PhasedTTT_MLPClip12
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
1942:2964 (33%)
2344:3366 (29%)
view
929 x 2 records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb..._Int6_MLP3x_WD04_1.1271
118:1244 (75%)
118:1239 (74%)
view
875 x 2 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-18_LowerLR
records/track_non_record...1024_9x512_KV4_4h_pgut3
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_non_record..._GDN_Hybrid_LongContext
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
ROOT
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_10min_16mb/2026-03-18_LowerLR
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_non_record...1024_9x512_KV4_4h_pgut3
ROOT
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_non_record...1024_9x512_KV4_4h_pgut3
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-18_LowerLR
records/track_non_record..._GDN_Hybrid_LongContext
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_non_record...1024_9x512_KV4_4h_pgut3
records/track_non_record..._GDN_Hybrid_LongContext
39:1126 (100%)
39:1126 (100%)
view
875 x 2 records/track_10min_16mb/2026-03-18_LowerLR
ROOT
39:1126 (100%)
39:1126 (100%)
view
843 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_10min_16mb...3-18_LongContextSeq2048
80:1126 (96%)
81:1127 (96%)
view
843 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
ROOT
81:1127 (96%)
80:1126 (96%)
view
843 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
records/track_non_record...1024_9x512_KV4_4h_pgut3
81:1127 (96%)
80:1126 (96%)
view
843 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb/2026-03-18_LowerLR
81:1127 (96%)
80:1126 (96%)
view
843 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
records/track_non_record..._GDN_Hybrid_LongContext
81:1127 (96%)
80:1126 (96%)
view
839 x 2 records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record...1024_9x512_KV4_4h_pgut3
85:1127 (95%)
84:1126 (95%)
view
839 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_10min_16mb...3-19_TrainingOptSeq4096
84:1126 (95%)
85:1127 (95%)
view
839 x 2 records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._GDN_Hybrid_LongContext
85:1127 (95%)
84:1126 (95%)
view
839 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb...3-19_TrainingOptSeq4096
85:1127 (95%)
85:1127 (95%)
view
839 x 2 records/track_10min_16mb/2026-03-18_LowerLR
records/track_10min_16mb...3-19_TrainingOptSeq4096
84:1126 (95%)
85:1127 (95%)
view
839 x 2 records/track_10min_16mb...3-19_TrainingOptSeq4096
ROOT
85:1127 (95%)
84:1126 (95%)
view
812 x 2 records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_10min_16mb...3-19_10L_MixedPrecision
63:1076 (92%)
66:1082 (90%)
view
812 x 2 records/track_10min_16mb...3-19_10L_MixedPrecision
records/track_non_record..._GDN_Hybrid_LongContext
66:1082 (90%)
63:1076 (92%)
view
812 x 2 records/track_10min_16mb/2026-03-18_LowerLR
records/track_10min_16mb...3-19_10L_MixedPrecision
63:1076 (92%)
66:1082 (90%)
view
812 x 2 records/track_10min_16mb...3-19_10L_MixedPrecision
ROOT
66:1082 (90%)
63:1076 (92%)
view
812 x 2 records/track_10min_16mb...3-19_10L_MixedPrecision
records/track_non_record...1024_9x512_KV4_4h_pgut3
66:1082 (90%)
63:1076 (92%)
view
797 x 2 records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb...3-19_10L_MixedPrecision
81:1077 (91%)
83:1082 (88%)
view
793 x 2 records/track_10min_16mb...3-19_10L_MixedPrecision
records/track_10min_16mb...3-19_TrainingOptSeq4096
87:1082 (88%)
85:1077 (90%)
view
688 x 2 records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
1426:2182 (22%)
1436:2192 (21%)
view
688 x 2 records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
1426:2182 (22%)
1436:2192 (21%)
view
688 x 2 records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
results/pr1868_rerun_compliance
1426:2182 (22%)
1436:2192 (21%)
view
687 x 2 records/track_10min_16mb...Base_LQERAsym_PhasedTTT
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...18_PR1626_CaseOps_Taper
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...p45_PhasedTTT_MLPClip12
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...18_PR1626_CaseOps_Taper
records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
30:833 (100%)
30:833 (100%)
view
687 x 2 records/track_10min_16mb...p45_PhasedTTT_MLPClip12
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
30:833 (100%)
30:833 (100%)
view
Most Frequent Duplicates
The list of 50 most frequently found duplicates.
Size#FoldersFilesLinesCode
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
487:492 (<1%)
200:205 (<1%)
1078:1083 (<1%)
191:196 (<1%)
195:200 (<1%)
953:958 (<1%)
276:281 (<1%)
210:215 (<1%)
864:869 (<1%)
252:257 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
486:491 (<1%)
199:204 (<1%)
1077:1082 (<1%)
190:195 (<1%)
194:199 (<1%)
952:957 (<1%)
275:280 (<1%)
209:214 (<1%)
863:868 (<1%)
251:256 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
496:501 (<1%)
209:214 (<1%)
1087:1092 (<1%)
200:205 (<1%)
204:209 (<1%)
962:967 (<1%)
285:290 (<1%)
219:224 (<1%)
873:878 (<1%)
261:266 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
484:489 (<1%)
197:202 (<1%)
1075:1080 (<1%)
188:193 (<1%)
192:197 (<1%)
950:955 (<1%)
273:278 (<1%)
207:212 (<1%)
861:866 (<1%)
249:254 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
485:490 (<1%)
198:203 (<1%)
1076:1081 (<1%)
189:194 (<1%)
193:198 (<1%)
951:956 (<1%)
274:279 (<1%)
208:213 (<1%)
862:867 (<1%)
250:255 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
494:499 (<1%)
207:212 (<1%)
1085:1090 (<1%)
198:203 (<1%)
202:207 (<1%)
960:965 (<1%)
283:288 (<1%)
217:222 (<1%)
871:876 (<1%)
259:264 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
481:486 (<1%)
194:199 (<1%)
1072:1077 (<1%)
185:190 (<1%)
189:194 (<1%)
947:952 (<1%)
270:275 (<1%)
204:209 (<1%)
858:863 (<1%)
246:251 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
495:500 (<1%)
208:213 (<1%)
1086:1091 (<1%)
199:204 (<1%)
203:208 (<1%)
961:966 (<1%)
284:289 (<1%)
218:223 (<1%)
872:877 (<1%)
260:265 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
483:488 (<1%)
196:201 (<1%)
1074:1079 (<1%)
187:192 (<1%)
191:196 (<1%)
949:954 (<1%)
272:277 (<1%)
206:211 (<1%)
860:865 (<1%)
248:253 (<1%)
...
view
6 x 55 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
...
482:487 (<1%)
195:200 (<1%)
1073:1078 (<1%)
186:191 (<1%)
190:195 (<1%)
948:953 (<1%)
271:276 (<1%)
205:210 (<1%)
859:864 (<1%)
247:252 (<1%)
...
view
6 x 53 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
...
374:379 (<1%)
120:125 (<1%)
124:129 (<1%)
139:144 (<1%)
1818:1823 (<1%)
129:134 (<1%)
280:285 (<1%)
1488:1493 (<1%)
191:196 (<1%)
1820:1825 (<1%)
...
view
6 x 53 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_non_record...2BPE_YaRN_NeoMuon_Smear
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
...
395:400 (<1%)
147:152 (<1%)
151:156 (<1%)
166:171 (<1%)
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301:306 (<1%)
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...
view
6 x 50 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
results/pr1868_rerun_compliance
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...-03-18_FP16Embed_WD3600
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
541:546 (<1%)
555:561 (<1%)
490:496 (<1%)
433:439 (<1%)
538:544 (<1%)
909:914 (<1%)
539:544 (<1%)
575:581 (<1%)
435:441 (<1%)
477:482 (<1%)
...
view
6 x 50 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1217:1222 (<1%)
983:988 (<1%)
1134:1139 (<1%)
1084:1089 (<1%)
1238:1243 (<1%)
1335:1340 (<1%)
1205:1210 (<1%)
982:987 (<1%)
1140:1145 (<1%)
1819:1824 (<1%)
...
view
6 x 50 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
results/pr1868_rerun_compliance
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...-03-18_FP16Embed_WD3600
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
539:544 (<1%)
553:559 (<1%)
488:494 (<1%)
431:437 (<1%)
536:542 (<1%)
907:912 (<1%)
537:542 (<1%)
573:579 (<1%)
433:439 (<1%)
475:480 (<1%)
...
view
6 x 50 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1216:1221 (<1%)
982:987 (<1%)
1133:1138 (<1%)
1083:1088 (<1%)
1237:1242 (<1%)
1334:1339 (<1%)
1204:1209 (<1%)
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1139:1144 (<1%)
1818:1823 (<1%)
...
view
6 x 50 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
results/pr1868_rerun_compliance
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...-03-18_FP16Embed_WD3600
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
540:545 (<1%)
554:560 (<1%)
489:495 (<1%)
432:438 (<1%)
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908:913 (<1%)
538:543 (<1%)
574:580 (<1%)
434:440 (<1%)
476:481 (<1%)
...
view
6 x 48 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1218:1223 (<1%)
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1336:1341 (<1%)
1206:1211 (<1%)
983:988 (<1%)
1141:1146 (<1%)
1820:1825 (<1%)
...
view
6 x 48 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1220:1225 (<1%)
986:991 (<1%)
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1241:1246 (<1%)
1338:1343 (<1%)
1208:1213 (<1%)
985:990 (<1%)
1143:1148 (<1%)
1822:1827 (<1%)
...
view
6 x 48 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1219:1224 (<1%)
985:990 (<1%)
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1207:1212 (<1%)
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1142:1147 (<1%)
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...
view
6 x 47 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
1221:1226 (<1%)
987:992 (<1%)
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986:991 (<1%)
1144:1149 (<1%)
1823:1828 (<1%)
...
view
6 x 44 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...ocab4096_MLPMult4_WD085
...
529:534 (<1%)
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468:473 (<1%)
...
view
6 x 44 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...ocab4096_MLPMult4_WD085
...
530:535 (<1%)
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469:474 (<1%)
...
view
6 x 44 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...ocab4096_MLPMult4_WD085
...
532:537 (<1%)
311:316 (<1%)
651:656 (<1%)
568:573 (<1%)
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597:602 (<1%)
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471:476 (<1%)
...
view
6 x 44 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...ocab4096_MLPMult4_WD085
...
531:536 (<1%)
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567:572 (<1%)
687:692 (<1%)
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470:475 (<1%)
...
view
6 x 44 records/track_non_record..._GDN_Hybrid_LongContext
ROOT
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...haseGlobalSGD_PhasedTTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...ocab4096_MLPMult4_WD085
...
533:538 (<1%)
312:317 (<1%)
652:657 (<1%)
569:574 (<1%)
689:694 (<1%)
724:729 (<1%)
629:634 (<1%)
598:603 (<1%)
609:614 (<1%)
472:477 (<1%)
...
view
6 x 41 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
445:450 (<1%)
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383:388 (<1%)
502:507 (<1%)
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938:943 (<1%)
484:489 (<1%)
607:612 (<1%)
487:492 (<1%)
...
view
6 x 41 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
1254:1259 (<1%)
755:760 (<1%)
1123:1128 (<1%)
1567:1572 (<1%)
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1570:1575 (<1%)
853:858 (<1%)
997:1002 (<1%)
1078:1083 (<1%)
...
view
6 x 41 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
results/pr1868_rerun_compliance
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...-03-18_FP16Embed_WD3600
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
...
947:952 (<1%)
699:704 (<1%)
647:652 (<1%)
564:569 (<1%)
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719:724 (<1%)
566:571 (<1%)
946:951 (<1%)
608:613 (<1%)
...
view
6 x 41 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
446:451 (<1%)
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384:389 (<1%)
503:508 (<1%)
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571:576 (<1%)
939:944 (<1%)
485:490 (<1%)
608:613 (<1%)
488:493 (<1%)
...
view
6 x 41 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
1255:1260 (<1%)
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1124:1129 (<1%)
1568:1573 (<1%)
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1571:1577 (<1%)
854:861 (<1%)
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1079:1086 (<1%)
...
view
6 x 41 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
1256:1261 (<1%)
757:764 (<1%)
1125:1130 (<1%)
1569:1574 (<1%)
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1572:1578 (<1%)
855:862 (<1%)
999:1006 (<1%)
1080:1087 (<1%)
...
view
6 x 40 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
1071:1076 (<1%)
184:189 (<1%)
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946:951 (<1%)
269:274 (<1%)
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251:256 (<1%)
186:191 (<1%)
212:217 (<1%)
207:212 (<1%)
...
view
6 x 40 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
...
558:564 (<1%)
501:507 (<1%)
606:612 (<1%)
974:980 (<1%)
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523:529 (<1%)
506:512 (<1%)
500:506 (<1%)
623:629 (<1%)
...
view
6 x 39 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...GPTQ_XSA_BigramHash3072
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
...
431:436 (<1%)
447:454 (<1%)
369:374 (<1%)
488:493 (<1%)
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552:559 (<1%)
922:927 (<1%)
466:473 (<1%)
589:596 (<1%)
469:476 (<1%)
...
view
6 x 39 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
380:385 (<1%)
127:133 (<1%)
131:137 (<1%)
146:152 (<1%)
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129:135 (<1%)
145:151 (<1%)
148:154 (<1%)
132:138 (<1%)
126:132 (<1%)
...
view
6 x 39 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
381:386 (<1%)
128:134 (<1%)
132:138 (<1%)
147:153 (<1%)
199:205 (<1%)
130:136 (<1%)
146:152 (<1%)
149:155 (<1%)
133:139 (<1%)
127:133 (<1%)
...
view
6 x 38 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb..._Int6_MLP3x_WD04_1.1271
...
789:796 (<1%)
705:712 (<1%)
824:831 (<1%)
736:743 (<1%)
921:928 (<1%)
819:825 (<1%)
704:711 (<1%)
840:847 (<1%)
705:712 (<1%)
814:820 (<1%)
...
view
6 x 38 records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
...
213:219 (<1%)
209:215 (<1%)
228:234 (<1%)
276:281 (<1%)
211:217 (<1%)
237:243 (<1%)
232:238 (<1%)
214:220 (<1%)
208:214 (<1%)
218:224 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
319:324 (<1%)
105:110 (<1%)
109:114 (<1%)
124:129 (<1%)
176:181 (<1%)
107:112 (<1%)
123:128 (<1%)
124:129 (<1%)
110:115 (<1%)
104:109 (<1%)
...
view
6 x 38 records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
...
212:218 (<1%)
208:214 (<1%)
227:233 (<1%)
275:280 (<1%)
210:216 (<1%)
236:242 (<1%)
231:237 (<1%)
213:219 (<1%)
207:213 (<1%)
217:223 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
316:321 (<1%)
102:107 (<1%)
106:111 (<1%)
121:126 (<1%)
173:178 (<1%)
104:109 (<1%)
120:125 (<1%)
121:126 (<1%)
107:112 (<1%)
101:106 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
378:383 (<1%)
124:131 (<1%)
128:135 (<1%)
143:150 (<1%)
195:202 (<1%)
126:133 (<1%)
142:149 (<1%)
145:152 (<1%)
129:136 (<1%)
123:130 (<1%)
...
view
6 x 38 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb..._Int6_MLP3x_WD04_1.1271
...
793:798 (<1%)
709:714 (<1%)
828:833 (<1%)
740:745 (<1%)
925:930 (<1%)
822:827 (<1%)
708:713 (<1%)
844:849 (<1%)
709:714 (<1%)
817:822 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
376:381 (<1%)
122:128 (<1%)
126:132 (<1%)
141:147 (<1%)
193:199 (<1%)
124:130 (<1%)
140:146 (<1%)
143:149 (<1%)
127:133 (<1%)
121:127 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
375:380 (<1%)
121:127 (<1%)
125:131 (<1%)
140:146 (<1%)
192:198 (<1%)
123:129 (<1%)
139:145 (<1%)
142:148 (<1%)
126:132 (<1%)
120:126 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
379:384 (<1%)
125:132 (<1%)
129:136 (<1%)
144:151 (<1%)
196:203 (<1%)
127:134 (<1%)
143:150 (<1%)
146:153 (<1%)
130:137 (<1%)
124:131 (<1%)
...
view
6 x 38 records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
...
275:281 (<1%)
271:277 (<1%)
290:296 (<1%)
327:333 (<1%)
275:281 (<1%)
299:305 (<1%)
293:299 (<1%)
276:282 (<1%)
270:276 (<1%)
280:286 (<1%)
...
view
6 x 38 records/track_non_record..._XNOR-Net_FP8_1024D_10L
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_non_record...3Hybrid_SP8192_GPTQ_TTT
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_10min_16mb...03-19_SlidingWindowEval
records/track_non_record..._GDN_Hybrid_LongContext
...
377:382 (<1%)
123:129 (<1%)
127:133 (<1%)
142:148 (<1%)
194:200 (<1%)
125:131 (<1%)
141:147 (<1%)
144:150 (<1%)
128:134 (<1%)
122:128 (<1%)
...
view
6 x 38 records/track_10min_16mb..._QAT_Int6_SlidingWindow
records/track_10min_16mb...3-19_TrainingOptSeq4096
records/track_10min_16mb...Seq2048_FP16Emb_TunedLR
records/track_10min_16mb...19_WarmdownQuantization
records/track_10min_16mb...argate_orthoinit_muonwd
records/track_10min_16mb...ntPartialXSA_FA3_SWA120
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb..._Int6Int8_SlidingWindow
records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb..._Int6_MLP3x_WD04_1.1271
...
788:795 (<1%)
704:711 (<1%)
823:830 (<1%)
735:742 (<1%)
920:927 (<1%)
818:824 (<1%)
703:710 (<1%)
839:846 (<1%)
704:711 (<1%)
813:819 (<1%)
...
view
Duplicated Units
The list of top 4 duplicated units.
See data for all 4 unit duplicates...
Size#FoldersFilesLinesCode
352 x 7 records/track_non_record...1024_9x512_KV4_4h_pgut3
records/track_non_record..._GDN_Hybrid_LongContext
records/track_10min_16mb/2026-03-18_LowerLR
records/track_10min_16mb...3-18_LongContextSeq2048
records/track_10min_16mb/2026-03-17_NaiveBaseline
records/track_10min_16mb...3-19_TrainingOptSeq4096
ROOT
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
view
292 x 7 results/pr1868_rerun_compliance
records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...p45_PhasedTTT_MLPClip12
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
view
52 x 4 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
records/track_10min_16mb...p45_PhasedTTT_MLPClip12
0:0 
0:0 
0:0 
0:0 
view
25 x 7 records/track_10min_16mb...mearFix_9HpStack_1.0611
records/track_10min_16mb...ntGate_Loop45_PhasedTTT
records/track_10min_16mb...Base_LQERAsym_PhasedTTT
records/track_10min_16mb...18_PR1626_CaseOps_Taper
records/track_10min_16mb...T_PolarNS_MinLR_FusedCE
records/track_10min_16mb...p45_PhasedTTT_MLPClip12
records/track_10min_16mb...ateBOSFix_3Seed_1.06141
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
view