Dontopedia

Validation Step 2000

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Validation Step 2000 has 31 facts recorded in Dontopedia across 6 references, with 5 live disagreements.

31 facts·24 predicates·6 sources·5 in dispute

Mostly:has loss value(2), marked as best(2), has perplexity(2)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (31)

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.

31 facts
PredicateValueRef
Has Loss Value6.0279[1]
Has Loss Value6.0279[5]
Marked As Besttrue[1]
Marked As BestBest Model Status[5]
Has Perplexity81.7[2]
Has Perplexity29.4[4]
Has Loss4.4035[2]
Has Loss3.3802[4]
Loss Value6.8639[3]
Loss Value4.4035[6]
Perplexity957.1[3]
Perplexity81.7[6]
Rdf:typeValidation Step[5]
Rdf:typeValidation Step[6]
Occurs at Training StepTraining Step 2000[1]
Evaluated Positivelynull[1]
Temporally AfterTraining Step 2000[1]
Has Ppl Value414.9[1]
Has Slightly Higher Loss ThanTraining Step 2000[1]
Is Best Knownnull[1]
Occurs AfterStep 2000[2]
Belongs toTraining Run[2]
Is Best ValidationTrue[2]
Associated With StepTraining Log Step 2000[3]
StatusBest[3]
Has Validation Step Number2000[4]
Has StatusBest Model[4]
Validates StepTraining Step 2000[5]
Has Perplexity Value414.9[5]
Step Index2000[6]
Is Best Modeltrue[6]

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.

31 undated
—
occursAtTrainingStepblah/watt-activation/part-150
ex:training-step-2000
—
evaluatedPositivelyblah/watt-activation/part-150
null
—
hasLossValueblah/watt-activation/part-150
6.0279
—
temporallyAfterblah/watt-activation/part-150
ex:training-step-2000
—
hasPplValueblah/watt-activation/part-150
414.9
—
hasSlightlyHigherLossThanblah/watt-activation/part-150
ex:training-step-2000
—
isBestKnownblah/watt-activation/part-150
null
—
markedAsBestblah/watt-activation/part-150
true
—
hasPerplexityblah/watt-activation/part-247
81.7
—
occursAfterblah/watt-activation/part-247
ex:step-2000
—
belongsToblah/watt-activation/part-247
ex:training-run
—
hasLossblah/watt-activation/part-247
4.4035
—
isBestValidationblah/watt-activation/part-247
ex:true
—
associatedWithStepblah/watt-activation/126
ex:training-log-step-2000
—
lossValueblah/watt-activation/126
6.8639
—
perplexityblah/watt-activation/126
957.1
—
statusblah/watt-activation/126
ex:best
—
hasValidationStepNumberblah/watt-activation/145
2000
—
hasLossblah/watt-activation/145
3.3802
—
hasPerplexityblah/watt-activation/145
29.4
—
hasStatusblah/watt-activation/145
ex:best-model
—
typeblah/watt-activation/150
ex:ValidationStep
—
validatesStepblah/watt-activation/150
ex:training-step-2000
—
hasLossValueblah/watt-activation/150
6.0279
—
hasPerplexityValueblah/watt-activation/150
414.9
—
markedAsBestblah/watt-activation/150
ex:best-model-status
—
typeblah/watt-activation/246
ex:ValidationStep
—
stepIndexblah/watt-activation/246
2000
—
lossValueblah/watt-activation/246
4.4035
—
perplexityblah/watt-activation/246
81.7
—
isBestModelblah/watt-activation/246
true

References (6)

6 references
  1. [1]Part 1508 facts
    ctx:discord/blah/watt-activation/part-150
  2. [2]Part 2475 facts
    ctx:discord/blah/watt-activation/part-247
  3. [3]1264 facts
    ctx:discord/blah/watt-activation/126
    • full textwatt-activation-126
      text/plain3 KBdoc:agent/watt-activation-126/dddfc295-807c-4943-b01a-f4f0a977c17e
      Show excerpt
      [2026-03-09 04:03] xenonfun: ### What context count we do at this scale? ⏺ From the measurements we have, memory scales roughly linearly with total tokens in the batch: - BS=4, seq=1024 → 4,096 tokens → ~40 GB - BS=8, seq=1024 → 8,192 …
  4. [4]1454 facts
    ctx:discord/blah/watt-activation/145
    • full textwatt-activation-145
      text/plain3 KBdoc:agent/watt-activation-145/64378aae-25d8-4d98-9efb-8655275675dd
      Show excerpt
      [2026-03-09 15:14] xenonfun: recommending https://huggingface.co/datasets/HuggingFaceTB/everyday-conversations-llama3.1-2k for conversations at this gpt-2 small scale [2026-03-09 15:16] xenonfun: Practical recommendation: Start with everyda…
  5. [5]1505 facts
    ctx:discord/blah/watt-activation/150
    • full textwatt-activation-150
      text/plain2 KBdoc:agent/watt-activation-150/337a9b46-3368-40e6-b1b8-d27104be216d
      Show excerpt
      [2026-03-09 15:48] xenonfun: step 2000/16684 12.0% loss=6.0245 ppl= 413.4 lr=4.88e-05 667ms 12,290tok/s eta=163min VAL step 2000 loss=6.0279 ppl=414.9 ★ best ckpt step 2000 → step_002000 step 2100/16684 12.6% loss=6.01…
  6. [6]2465 facts
    ctx:discord/blah/watt-activation/246
    • full textwatt-activation-246
      text/plain3 KBdoc:agent/watt-activation-246/e98a7e00-4e3f-4e35-bccb-faff629fa820
      Show excerpt
      [2026-03-12 07:06] xenonfun: ```[03:04:05] step 2000/12432 16.1% txt=4.411(82ppl) img=0.000 aud=2.025 r=0.375 lr=4.79e-05 150ms 69,028tok/s [T:1000 I:0 A:1000] eta=26min VAL step 2000 loss=4.4035 ppl=81.7 * best [03:04:29] …

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