context
Part 30
ctx:discord/blah/random/part-30kind: custommode: permissive111 statements20 distinct subjects
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Facts in this context
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| adapts8Layers | 8 |
| assumesPython3 | true |
| changesDirTo | $(dirname "$0") |
| checksFileExistence | Train Jsonl |
| countsTestExamples | wc -l < "$DATA_DIR/test.jsonl" |
| countsTrainExamples | wc -l < "$DATA_DIR/train.jsonl" |
| countsValExamples | wc -l < "$DATA_DIR/valid.jsonl" |
| defaultsItersTo | 600 |
| echoesIters | $ITERS |
| echoesModel | Smollm2 360m Instruct |
| exitsOnError | true |
| hasPurpose | Fine-tune SmolLM2-360M on SafierSemantics codebase using MLX LoRA |
| hasUsageInstruction | ./finetune.sh [iters] |
| instructsSaveAdaptersTo | Adapters Dir |
| invokesCommand | uvx --from mlx-lm mlx_lm.lora |
| isBashScript | #/bin/bash |
| passesDataArg | Data Dir |
| passesModelArg | Smollm2 360m Instruct |
| printsCompletion | === Training complete === |
| printsDataStatsHeader | === Training Data === |
| printsHeader | === Preparing training data === |
| printsLoRAHeader | === LoRA Fine-tuning === |
| recommendsFuseScript | Fuse Sh |
| recommendsTestScript | Test Generate Sh |
| runsScriptIfNeeded | Prepare Data Py |
| setsAdapterDir | ./adapters |
| setsAdapterPath | Adapters Dir |
| setsBatchSize | 2 |
| setsDataDir | ./data |
| setsItersArg | $ITERS |
| setsLearningRate | 0.00001 |
| setsMaxSeqLength | 2048 |
| setsNumLayers | 8 |
| setsStepsPerEval | 50 |
| setsStepsPerReport | 10 |
| setsTrainFlag | true |
| setsVariable | ITERS |
| targetsInstructModel | Smollm2 360m Instruct |
| usesBatchSize2 | 2 |
| usesModel | Smollm2 360m Instruct |
Nvme Drive17 factsex:nvme-drive
| hasAvailableSpare | 100% |
| hasControllerBusyTime | 0 |
| hasDataUnitsRead | 206730049 |
| hasDataUnitsWritten | 52424513 |
| hasErrorLogEntries | 0 |
| hasHostReadCommands | 4767676816 |
| hasHostWriteCommands | 1550976917 |
| hasMediaErrors | 0 |
| hasPercentageUsed | 1% |
| hasPowerCycles | 244 |
| hasPowerOnHours | 1838 |
| hasSpareThreshold | 99% |
| hasTemperature | 40 |
| hasUnsafeShutdowns | 20 |
| isHealthy | true |
| read105TB | 105 TB |
| written26-8TB |
Foxhop4 factsex:foxhop
| agreesWith | Xenonfun |
| expressesIntrigue | hmmm |
| postedAgreement | sounds about right. |
| postedReaction | hmmm |
Training3 factsex:training
| causesHighMemory | 22-26GB total |
| impactsDesktopUsability | unpleasant |
| requiresDataPrep | Prepare Data Py |
Chat Log2 factsex:chat-log
| isTechDiscussion | AI fine-tuning |
| occursOn | 2026-02-17 |
| hasBaselineUsage | 16GB |
| totalUsageRange | 22-26GB |
| discussHardwareLimits | true |