Best Loss
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Best Loss has 14 facts recorded in Dontopedia across 7 references.
Mostly:rdf:type(2), updates at(1), hits around iteration(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (7)
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.
comparesCompares(2)
- Early Stopping
ex:early-stopping - Early Stopping Check
ex:early-stopping-check
assignsAssigns(1)
- Best Loss Update
ex:best-loss-update
assignsToAssigns to(1)
- Assignment
ex:assignment
recordsRecords(1)
- Candidate
ex:candidate
recordsMetricRecords Metric(1)
- Candidate
ex:candidate
winsOnWins on(1)
- Llrd
ex:llrd
Other facts (14)
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 |
|---|---|---|
| Rdf:type | Variable | [6] |
| Rdf:type | Variable | [7] |
| Updates at | Iter 10400 | [1] |
| Hits Around Iteration | ~1450 | [2] |
| Occurs During Lr Warmup | true | [2] |
| Occurs on Easy Batch | true | [2] |
| Exists Persistently | 1.8893 Across Logs | [3] |
| Set Early | Training Run | [4] |
| Never Beaten | Training Run | [4] |
| Has Value | 6.04 | [4] |
| Is Minimum Loss So Far | Training Run | [5] |
| Initial Value | float(inf) | [6] |
| Represents | minimum cross-validation loss | [6] |
| Initialized As | float('inf') | [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.
References (7)
ctx:discord/blah/watt-activation/part-20ctx:discord/blah/watt-activation/part-25ctx:discord/blah/watt-activation/part-35ctx:discord/blah/watt-activation/part-44ctx:discord/blah/watt-activation/part-37ctx:claims/beam/99616e07-0ca8-4fe5-8941-29d00fafbd3ectx:claims/beam/af659f61-d237-4091-a8b5-4a63d8ff2fae- full textbeam-chunktext/plain1 KB
doc:beam/af659f61-d237-4091-a8b5-4a63d8ff2faeShow excerpt
query_embeddings = model(**query_encodings)['last_hidden_state'][:, 0, :] passage_embeddings = model(**passage_encodings)['last_hidden_state'][:, 0, :] # Apply dropout query_embeddings = dropout(query_embedd…
See also
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