Multimodal Training
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-05-02.)
Multimodal Training has 23 facts recorded in Dontopedia across 3 references, with 1 live disagreement.
Mostly:combines modalities(3), validates every(1), phases every(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (17)
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.
isPartOfIs Part of(7)
averagesWithAudioTextLossesAverages With Audio Text Losses(1)
- Reported Loss Ppl
ex:reported-loss-ppl
averagesWithImageTextLossesAverages With Image Text Losses(1)
- Reported Loss Ppl
ex:reported-loss-ppl
functionsCorrectlyFunctions Correctly(1)
- Audio Pipeline
ex:audio-pipeline
increasesOverStepsIncreases Over Steps(1)
- Token Counts
ex:token-counts
isMeaninglessIs Meaningless(1)
- Reported Loss Ppl
ex:reported-loss-ppl
knowsPerModalityLoggingKnows Per Modality Logging(1)
- Response With ⏺
ex:response-with-⏺
readsZeroReads Zero(1)
- Image to Text
ex:image-to-text
selfOrganizesInformationFlowDifferentlyForSelf Organizes Information Flow Differently for(1)
- Block Stack
ex:block-stack
sharesTrainingLogShares Training Log(1)
- Xenonfun
ex:xenonfun
worksWorks(1)
- Audio Pipeline
ex:audio-pipeline
Other facts (23)
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 |
|---|---|---|
| Combines Modalities | Images Coco Dataset | [2] |
| Combines Modalities | Text Fineweb Dataset | [2] |
| Combines Modalities | Audio Libri Speech Dataset | [2] |
| Validates Every | 2000 | [1] |
| Phases Every | 100 | [1] |
| Presupposes Ongoing | true | [1] |
| Progresses Sequentially | Step 2100 | [1] |
| Saves Every | 2000 | [1] |
| Has Batch Size | 8 | [1] |
| Has Checkpoint Dir | checkpoints/multimodal | [1] |
| Has Lambda Audio | 0.1 | [1] |
| Has Lambda Image | 0.1 | [1] |
| Has Learning Rate | 0.0001 | [1] |
| Has Lite Phase | false | [1] |
| Has Sequence Length | 2048 | [1] |
| Has Total Steps | 12432 | [1] |
| Has Warmup Steps | 300 | [1] |
| Includes Modalities | ['text', 'image', 'audio'] | [1] |
| Involves Audio Modality | Audio | [1] |
| Involves Image Modality | Image | [1] |
| Involves Text Modality | Text | [1] |
| Logs Every | 100 | [1] |
| Induces Block Stack Self Organization | null | [3] |
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 (3)
See also
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