Table Row 4
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-07.)
Table Row 4 has 28 facts recorded in Dontopedia across 4 references, with 1 live disagreement.
Mostly:has same provider as(3), has iteration range(1), has average loss(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (3)
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.
containsRowContains Row(1)
- Cost Estimation Table
ex:cost-estimation-table
hasDataRowHas Data Row(1)
- Loss Table
ex:loss-table
hasRowHas Row(1)
- Cost Estimation Table
ex:cost-estimation-table
Other facts (28)
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.
| Predicate | Value | Ref |
|---|---|---|
| Has Same Provider As | Table Row 5 | [4] |
| Has Same Provider As | Table Row 6 | [4] |
| Has Same Provider As | Table Row 7 | [4] |
| Has Iteration Range | 6-8K | [1] |
| Has Average Loss | 8.5 | [1] |
| Has Loss Annotation | peak divergence | [1] |
| Has Batch Size | 16 | [2] |
| Has Sequence Length | 16384 | [2] |
| Tokens Per Batch | 262000 | [2] |
| Tokens Per Second | 1140000 | [2] |
| Sweet Spot Status | same throughput | [2] |
| Rdf:type | Table Row | [3] |
| Part of | Lr Sweep Table | [3] |
| Has Learning Rate | 0.5 | [3] |
| Uses Gate Mechanism | Gate Mechanism | [3] |
| Has Bpb At1000 Steps | 4.59 | [3] |
| Has R Value | 0.271 | [3] |
| Has DC Value | 0.05 | [3] |
| Has Capacity in Bits | 2.8 | [3] |
| Has Instance Type | f1-micro | [4] |
| Has Cloud Provider | GCP | [4] |
| Has Tasks | 100 | [4] |
| Has Duration | 1 | [4] |
| Has Estimated Cost | 1 | [4] |
| Is Part of | Cost Estimation Table | [4] |
| Compares With | Table Row 5 | [4] |
| Cost Per Task | 0.01 | [4] |
| Cost Per Duration Unit | 1 | [4] |
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.
References (4)
ctx:discord/blah/watt-activation/44- full textwatt-activation-44text/plain3 KB
doc:agent/watt-activation-44/35af5294-4efe-43b8-a39d-23df23087144Show excerpt
[2026-03-07 05:32] xenonfun: ``` Not good. The loss trajectory tells a clear story: ┌────────┬─────────────────────────┐ │ Iters │ Avg Loss │ ├────────┼─────────────────────────┤ │ 0-2K │ 6.56 (learning) │…
ctx:discord/blah/watt-activation/404- full textwatt-activation-404text/plain3 KB
doc:agent/watt-activation-404/a192ce00-8f5b-4ec4-9fb0-034d17a97689Show excerpt
[2026-03-19 05:42] xenonfun: ```⏺ Both healthy: - 10K (seq=256): BPB 3.312 at step 3250, still dropping - 4K-seq (seq=4096): BPB 3.423 at step 2150, 128K tok/s — faster throughput because bs=16 × seq=4096 = 65K tokens/batch (same as bs…
ctx:discord/blah/watt-activation/410- full textwatt-activation-410text/plain2 KB
doc:agent/watt-activation-410/cf9c2944-87dc-42a3-91b6-6feb26a8f822Show excerpt
[2026-03-19 15:50] xenonfun: ⏺ Gate + lr=0.01: BPB 3.680 at 1K steps, seq=8K. Final LR sweep table: ``` ┌──────┬──────────────────────────┬───────────┬───────┬──────┬─────────┐ │ LR │ Gate │ BPB @1000 │ r │ …
ctx:claims/beam/94c820dc-5dbd-4f1b-9003-9ac91805fa20
See also
Keep researching
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