context
Part 28
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Facts in this context
Grouped by subject. Each subject links to its full article.
Training Log Iter 430021 factsex:training-log-iter-4300
| causesEarlyStopping | Early Stopping Iter 4300 |
| estimatesFinalLoss | Final Loss Estimation |
| hasAvgTimePerIter | 877ms/iter |
| hasBestVal | 3.6677 |
| hasBestValLoss | 3.6677 |
| hasElapsedTime | 1353s |
| hasEta | 6750s |
| hasLearningRate | 0.00003 |
| hasLoss | 3.7543 |
| hasPatience | 20/20 |
| hasPpl | 40.9 |
| hasTimePerIter | 877ms |
| hasTotalTime | 1357.3s |
| hasValLoss | 3.7114 |
| includesGenerationSection | Generation After Training |
| indicatesImprovement | train loss from 3.7705 to 3.7079 |
| presupposesEarlyStoppingMechanism | Patience 20 |
| reportsIteration | 4300 |
| savesBestCheckpoint | Checkpoint Best Bin |
| savesCheckpoint | Checkpoint Bin Iter 4300 |
| triggersEarlyStopping | true |
Ajaxdavis9 factsex:ajaxdavis
| advocatesTrainingOn | Attachment Full Txt 20 53 |
| postedMessage | Message 2026 02 17 20 34 |
| postedMessage | Message 2026 02 17 21 09 |
| postedMessage | Message 2026 02 17 20 06 |
| postedMessage | Message 2026 02 17 20 45 |
| postedMessage | Message 2026 02 17 20 57 |
| postedMessage | Message 2026 02 17 20 53 |
| quantifiesTokens | 10k chord tokens |
| usesClaudeAi | Claude AI |
Xenonfun8 factsex:xenonfun
| believesDataInsufficient | Training Data 100mb |
| criticizesDataSufficiency | Training Data 100mb |
| experiencesStall | Training Run Iter 4300 |
| postedMessage | Message 2026 02 17 20 25 |
| postedMessage | Message 2026 02 17 21 02 |
| postedMessage | Message 2026 02 17 19 43 Stalled Here |
| presupposesSharedTrainingContext | Ajaxdavis |
| sharesChangelog | Github Monumentalsystems Randygpt Changelog Md |
Generation Romeo7 factsex:generation-romeo
| generatedText | DELINEMATT. |
| generatedText | ROMEO: THUPTER BAN OLIIPERDE. |
| generatedText | CULEPUS CHOFTh! |
| generatedText | Marnureturchyester allill be nothis way, hear the. |
| generatedText | To of GLER |
| isGarbled | true |
| revealsTokenizationIssues | true |
Final Loss Estimation6 factsex:final-loss-estimation
| hasFinalPpl | 41.8 |
| hasFinalTrainLoss | 3.7079 |
| hasFinalValLoss | 3.7328 |
| hasInitialTrainLoss | 3.7705 |
| hasInitialValLoss | 3.8118 |
| isEstimated | true |
Message 2026 02 17 19 43 Stalled Here6 factsex:message-2026-02-17-19-43-stalled-here
| announcesStatus | Training Run Iter 4300 |
| containsText | stalled here |
| expressesFrustration | stalled |
| hasTimestamp | 2026-02-17 19:43 |
| includesTrainingLog | Training Log Iter 4300 |
| precedesMessage | Message 2026 02 17 20 06 |
Message 2026 02 17 20 255 factsex:message-2026-02-17-20-25
| containsText | Evolution of who to train series |
| hasAttachment | Attachment Screenshot 2026 02 17 at 3 24 44 Pm Png |
| hasAttachment | Attachment Screenshot 2026 02 17 at 3 25 01 Pm Png |
| hasTimestamp | 2026-02-17 20:25 |
| sharesLink | Github Monumentalsystems Randygpt Changelog Md |
Message 2026 02 17 20 455 factsex:message-2026-02-17-20-45
| containsText | got my claude doing it, will paste here when done |
| hasAttachment | Attachment Screenshot 2026 02 18 at 6 45 11 Am Png |
| hasTimestamp | 2026-02-17 20:45 |
| mentionsUser | User 329116693186215938 |
| promisesPaste | will paste here when done |
Message 2026 02 17 20 535 factsex:message-2026-02-17-20-53
| containsText | train on this one |
| hasAttachment | Attachment Full Txt 20 53 |
| hasTimestamp | 2026-02-17 20:53 |
| issuesDirective | User 329116693186215938 |
| mentionsUser | User 329116693186215938 |
Message 2026 02 17 21 025 factsex:message-2026-02-17-21-02
| containsText | hasn't seen much |
| hasAttachment | Attachment Screenshot 2026 02 17 at 4 02 08 Pm Png |
| hasTimestamp | 2026-02-17 21:02 |
| reportsDataSize | ~100MB |
| reportsIterations | 750 |
Generation After Training4 factsex:generation-after-training
| hasPrompt | Prompt Romeo |
| hasPrompt | Prompt Once Upon a Time |
| hasPrompt | Prompt to Be or Not to Be |
| presupposesModelTrained | Training Run Iter 4300 |
Generation Once Upon a Time4 factsex:generation-once-upon-a-time
| generatedText | aus of a proomangreeets, ds of my the |
| generatedText | sen he had begell be down ving untime of creturlary cons. Pical time to gue wevered one |
| generatedText | pligiet, the old swom press |
| generatedText | Once upon a timell towey the more on his viethe |
Generation to Be or Not to Be4 factsex:generation-to-be-or-not-to-be
| generatedText | hepodow dany surned the lue a sore which anoyself that was her tle |
| generatedText | To be or not to been |
| generatedText | might is no stive cumpared upon arn the fus ones |
| generatedText | m inarteput the miscold that lore ine of a vill to rets. Don the fepus of |
Message 2026 02 17 20 063 factsex:message-2026-02-17-20-06
| hasAttachment | Attachment Image Png |
| hasTimestamp | 2026-02-17 20:06 |
| precedesMessage | Message 2026 02 17 20 25 |
Message 2026 02 17 20 573 factsex:message-2026-02-17-20-57
| containsText | alphagpt |
| hasTimestamp | 2026-02-17 20:57 |
| sharesLink | Alpha Ashy Vercel App Chat |
Message 2026 02 17 21 093 factsex:message-2026-02-17-21-09
| hasAttachment | Attachment Full Txt 21 09 |
| hasTimestamp | 2026-02-17 21:09 |
| reportsTokenCount | 10k |
Early Stopping Iter 43002 factsex:early-stopping-iter-4300
| isKnownFact | Training Log Iter 4300 |
| reasonNoImprovement | val loss hasn't improved for 20 eval intervals (500 iters) |
Github Monumentalsystems Randygpt Changelog Md2 factsex:github-monumentalsystems-randygpt-changelog-md
| partOfRandyGptProject | Randygpt |
| urlValue | https://github.com/MonumentalSystems/RandyGPT/blob/master/CHANGELOG.md |
Message 2026 02 17 20 342 factsex:message-2026-02-17-20-34
| hasTimestamp | 2026-02-17 20:34 |
| sharesLink | Raw Githubusercontent Tombatossals Chords Db Guitar Json |
Prompt Once Upon a Time2 factsex:prompt-once-upon-a-time
| referencesFairyTaleGenre | Fairy Tale |
| textValue | "Once upon a time" |
Prompt Romeo2 factsex:prompt-romeo
| referencesShakespeare | Romeo and Juliet |
| textValue | "ROMEO:" |
Prompt to Be or Not to Be2 factsex:prompt-to-be-or-not-to-be
| referencesHamlet | Hamlet |
| textValue | "To be or not to be" |
Alpha Ashy Vercel App Chat1 factex:alpha-ashy-vercel-app-chat
| isAlphaGptInstance | Alphagpt |
Checkpoint Best Bin1 factex:checkpoint-best-bin
| hasBestValLoss | 3.6677 |
Checkpoint Bin Iter 43001 factex:checkpoint-bin-iter-4300
| associatedWithIter | 4300 |
Chords Db Guitar Json1 factex:chords-db-guitar-json
| isTrainingDataSource | true |
Final Train Loss 3 70791 factex:final-train-loss-3-7079
| improvedFromStart | Initial Train Loss 3 7705 |
Raw Githubusercontent Tombatossals Chords Db Guitar Json1 factex:raw-githubusercontent-tombatossals-chords-db-guitar-json
| providesGuitarChordsData | Guitar Chords Db |
Training Run Iter 43001 factex:training-run-iter-4300
| commitsToOverfittingRisk | true |
Val Loss Iter 43001 factex:val-loss-iter-4300
| worseThanBest | Best Val Loss 3 6677 |
Val Loss Iter 4300 3 71141 factex:val-loss-iter-4300-3-7114
| higherThanBest | Best Val 3 6677 |