Dontopedia

Training Log

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Training Log has 85 facts recorded in Dontopedia across 25 references, with 4 live disagreements.

85 facts·78 predicates·25 sources·4 in dispute

Mostly:includes step(5), has tokens per second(2), shows increasing(2)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (8)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

basedOnLogBased on Log(1)

containsLogContains Log(1)

containsTrainingLogContains Training Log(1)

expressesInterestInExpresses Interest in(1)

includesTrainingLogIncludes Training Log(1)

performsSpeechActOfReportingPerforms Speech Act of Reporting(1)

performsStatusUpdatePerforms Status Update(1)

reportsProgressReports Progress(1)

Other facts (85)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

85 facts
PredicateValueRef
Includes StepTraining Step 120[16]
Includes StepTraining Step 160[16]
Includes StepTraining Step 40[16]
Includes StepTraining Step 80[16]
Includes StepTraining Step 0[16]
Has Tokens Per Second36000[5]
Has Tokens Per Second12,281tok/s[10]
Shows IncreasingR[16]
Shows IncreasingC Bits[16]
Rdf:typeLog Entry[24]
Rdf:typeLog File[25]
Frames Results As Successful Early Stop✓ Saved[1]
Indicates Ongoing LearningChatty V8[2]
Shows EvaluationEvaluation Iter 5000[3]
Is Real Time Lognull[4]
Has Percent Complete100[5]
Has Avg50 Loss7.7189[5]
Has Avg50 Ppl2250.37[5]
Has Iterations Per Second140.4[5]
Has Loss7.734[5]
Has Lr0.0001[5]
Reports Iter500[5]
Has Best Loss6.8625[5]
Has Ppl2284.72[5]
Has Eta0m 0s[5]
Part ofXenonfun Message 1207[6]
Is From Real Run{}[7]
Emphasizes ProgressIteration Sequence[8]
Is in Genreml-training-output[8]
Shows DegradationLoss[9]
Has Ppl Value423.7[10]
Indicates Ongoing TrainingML Model Training[10]
Has Speed Ms667ms[10]
Has Step1000/16684[10]
Has Eta174min[10]
Has Loss Value6.0491[10]
Has Lr Value4.98e-05[10]
Has Progress Percent6.0%[10]
Reports MetricsCurrent Training Run[11]
Has Avg Tok Per Sec11648[12]
Follows Code Generation Testsnull[12]
Achieves New BestPpl 137.8[12]
Has Best Val Ppl138.2[12]
Has Elapsed Time Min78.1[12]
Has Final Ppl137.8[12]
Has Final Val Loss4.9257[12]
Improves Over PreviousBest Val Ppl 138.2[12]
Indicates Poor PerformanceHigh Ppl[12]
Processed Tokens54607872[12]
Saves Final CheckpointCheckpoints Instruct Step 010166[12]
Demonstrates Viabilitynull[13]
Provides EvidenceTraining Progress[14]
Implies Ongoing Trainingtrue[15]
Has Warmup Steps50[15]
Validates Every Steps200[15]
Saves Every Steps200[15]
Has Total Steps622[15]
Has Lite Phasefalse[15]
Has Learning Rate1e-04[15]
Has Checkpoint Dircheckpoints/byte_patch_bs64_phase_only_epoch1[15]
Logs Every Steps25[15]
Phases Every1[15]
Has Batch Size64[15]
Has Sequence Length2048[15]
Reports Temperature0.34[17]
Is QuotedXenonfun Message[17]
Reports Bpb5.739[17]
Reports C2.7b[17]
Reports DC0.08[17]
Reports Eta8min[17]
Reports Lr2.70e-03[17]
Reports Progress25.0%[17]
Reports R0.263[17]
Reports Snr-11.3dB[17]
Reports Step500[17]
Reports Tok Per S49436[17]
Reports Val Bpb5.732[17]
Belongs to GenreML training output[18]
Uses OptimizerBitsandbytes Adamw8bit[19]
Presupposes Ongoing TrainingTrue[20]
References FilePhase Metrics File[21]
Genre Is Training Progress LogML Training Log Format[22]
Has Validation Loss4.5415[23]
Current Step8000[24]
Progress Percentage80[24]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

framesResultsAsSuccessfulEarlyStopblah/safiersemantics/part-72
✓ Saved
indicatesOngoingLearningblah/unturf/part-69
ex:chatty-v8
showsEvaluationblah/watt-activation/part-18
ex:evaluation-iter-5000
isRealTimeLogblah/watt-activation/part-20
null
hasPercentCompleteblah/watt-activation/part-42
100
hasAvg50Lossblah/watt-activation/part-42
7.7189
hasAvg50PPLblah/watt-activation/part-42
2250.37
hasIterationsPerSecondblah/watt-activation/part-42
140.4
hasLossblah/watt-activation/part-42
7.734
hasLRblah/watt-activation/part-42
0.0001
reportsIterblah/watt-activation/part-42
500
hasBestLossblah/watt-activation/part-42
6.8625
hasPPLblah/watt-activation/part-42
2284.72
hasTokensPerSecondblah/watt-activation/part-42
36000
hasETAblah/watt-activation/part-42
0m 0s
partOfblah/watt-activation/part-100
ex:xenonfun-message-1207
isFromRealRunblah/watt-activation/part-125
{}
emphasizesProgressblah/watt-activation/part-114
ex:iteration-sequence
isInGenreblah/watt-activation/part-114
ml-training-output
showsDegradationblah/watt-activation/part-136
ex:loss
hasPplValueblah/watt-activation/part-149
423.7
indicatesOngoingTrainingblah/watt-activation/part-149
ex:ml-model-training
hasSpeedMsblah/watt-activation/part-149
667ms
hasStepblah/watt-activation/part-149
1000/16684
hasTokensPerSecondblah/watt-activation/part-149
12,281tok/s
hasEtablah/watt-activation/part-149
174min
hasLossValueblah/watt-activation/part-149
6.0491
hasLrValueblah/watt-activation/part-149
4.98e-05
hasProgressPercentblah/watt-activation/part-149
6.0%
reportsMetricsblah/watt-activation/part-153
ex:current-training-run
hasAvgTokPerSecblah/watt-activation/part-171
11648
followsCodeGenerationTestsblah/watt-activation/part-171
null
achievesNewBestblah/watt-activation/part-171
ex:ppl-137.8
hasBestValPplblah/watt-activation/part-171
138.2
hasElapsedTimeMinblah/watt-activation/part-171
78.1
hasFinalPplblah/watt-activation/part-171
137.8
hasFinalValLossblah/watt-activation/part-171
4.9257
improvesOverPreviousblah/watt-activation/part-171
ex:best-val-ppl-138.2
indicatesPoorPerformanceblah/watt-activation/part-171
ex:high-ppl
processedTokensblah/watt-activation/part-171
54607872
savesFinalCheckpointblah/watt-activation/part-171
ex:checkpoints-instruct-step-010166
demonstratesViabilityblah/watt-activation/part-266
null
providesEvidenceblah/watt-activation/part-246
ex:training-progress
impliesOngoingTrainingblah/watt-activation/part-268
true
hasWarmupStepsblah/watt-activation/part-268
50
validatesEveryStepsblah/watt-activation/part-268
200
savesEveryStepsblah/watt-activation/part-268
200
hasTotalStepsblah/watt-activation/part-268
622
hasLitePhaseblah/watt-activation/part-268
false
hasLearningRateblah/watt-activation/part-268
1e-04
hasCheckpointDirblah/watt-activation/part-268
checkpoints/byte_patch_bs64_phase_only_epoch1
logsEveryStepsblah/watt-activation/part-268
25
phasesEveryblah/watt-activation/part-268
1
hasBatchSizeblah/watt-activation/part-268
64
hasSequenceLengthblah/watt-activation/part-268
2048
includesStepblah/watt-activation/part-342
ex:training-step-120
includesStepblah/watt-activation/part-342
ex:training-step-160
includesStepblah/watt-activation/part-342
ex:training-step-40
includesStepblah/watt-activation/part-342
ex:training-step-80
showsIncreasingblah/watt-activation/part-342
ex:r
includesStepblah/watt-activation/part-342
ex:training-step-0
showsIncreasingblah/watt-activation/part-342
ex:c-bits
reportsTemperatureblah/watt-activation/part-402
0.34
isQuotedblah/watt-activation/part-402
ex:xenonfun-message
reportsBPBblah/watt-activation/part-402
5.739
reportsCblah/watt-activation/part-402
2.7b
reportsDCblah/watt-activation/part-402
0.08
reportsETAblah/watt-activation/part-402
8min
reportsLRblah/watt-activation/part-402
2.70e-03
reportsProgressblah/watt-activation/part-402
25.0%
reportsRblah/watt-activation/part-402
0.263
reportsSNRblah/watt-activation/part-402
-11.3dB
reportsStepblah/watt-activation/part-402
500
reportsTokPerSblah/watt-activation/part-402
49436
reportsValBPBblah/watt-activation/part-402
5.732
belongsToGenreblah/watt-activation/part-644
ML training output
usesOptimizerblah/watt-activation/part-699
ex:bitsandbytes-adamw8bit
presupposesOngoingTrainingblah/watt-activation/part-86
ex:true
referencesFileblah/watt-activation/part-215
ex:phase-metrics-file
genreIsTrainingProgressLogblah/watt-activation/part-128
ex:ml-training-log-format
hasValidationLossblah/watt-activation/6
4.5415
typeblah/watt-activation/352
ex:LogEntry
currentStepblah/watt-activation/352
8000
progressPercentageblah/watt-activation/352
80
typeblah/watt-activation/683
ex:LogFile

References (25)

25 references
  1. [1]Part 721 fact
    ctx:discord/blah/safiersemantics/part-72
  2. [2]Part 691 fact
    ctx:discord/blah/unturf/part-69
  3. [3]Part 181 fact
    ctx:discord/blah/watt-activation/part-18
  4. [4]Part 201 fact
    ctx:discord/blah/watt-activation/part-20
  5. [5]Part 4211 facts
    ctx:discord/blah/watt-activation/part-42
  6. [6]Part 1001 fact
    ctx:discord/blah/watt-activation/part-100
  7. [7]Part 1251 fact
    ctx:discord/blah/watt-activation/part-125
  8. [8]Part 1142 facts
    ctx:discord/blah/watt-activation/part-114
  9. [9]Part 1361 fact
    ctx:discord/blah/watt-activation/part-136
  10. [10]Part 1499 facts
    ctx:discord/blah/watt-activation/part-149
  11. [11]Part 1531 fact
    ctx:discord/blah/watt-activation/part-153
  12. [12]Part 17111 facts
    ctx:discord/blah/watt-activation/part-171
  13. [13]Part 2661 fact
    ctx:discord/blah/watt-activation/part-266
  14. [14]Part 2461 fact
    ctx:discord/blah/watt-activation/part-246
  15. [15]Part 26812 facts
    ctx:discord/blah/watt-activation/part-268
  16. [16]Part 3427 facts
    ctx:discord/blah/watt-activation/part-342
  17. [17]Part 40213 facts
    ctx:discord/blah/watt-activation/part-402
  18. [18]Part 6441 fact
    ctx:discord/blah/watt-activation/part-644
  19. [19]Part 6991 fact
    ctx:discord/blah/watt-activation/part-699
  20. [20]Part 861 fact
    ctx:discord/blah/watt-activation/part-86
  21. [21]Part 2151 fact
    ctx:discord/blah/watt-activation/part-215
  22. [22]Part 1281 fact
    ctx:discord/blah/watt-activation/part-128
  23. [23]61 fact
    ctx:discord/blah/watt-activation/6
    • full textwatt-activation-6
      text/plain3 KBdoc:agent/watt-activation-6/53f5c7a0-d1d1-49b7-91d5-34d7edc3041f
      Show excerpt
      [2026-02-26 10:26] xenonfun: ```+## Experiment 16: NLP LoRA Evolution (Phase A) 182 + 183 +SST-2 sentiment classification with DistilBERT + evolved LoRA adapters: 184 + 185 +| Config | Best Acc | Test Acc | Iters | A
  24. [24]3523 facts
    ctx:discord/blah/watt-activation/352
    • full textwatt-activation-352
      text/plain2 KBdoc:agent/watt-activation-352/f9fe3319-d5f4-4e70-b415-d397928b4c05
      Show excerpt
      [2026-03-17 06:32] xenonfun: ``` 44 +├── antenna.py # AntennaHarmonicBlock + AntennaLM: field-mediated byte LM 45 +├── antenna_probes.py # Diagnostic probes: impulse, memory, coupling, leakage, boundary 46 +├── an
  25. [25]6831 fact
    ctx:discord/blah/watt-activation/683
    • full textwatt-activation-683
      text/plain3 KBdoc:agent/watt-activation-683/1d89c3e1-d173-4432-968b-898b740f9ed3
      Show excerpt
      [2026-04-23 17:37] xenonfun: All 20 layers healthy — no issues. - Zero dead layers. Contribution ratio range: 34-157% (dead threshold is <1%). L0 dominates (157%) as expected input-conditioner; L1-L19 all 34-94%. - No gate collapse. α

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