Dontopedia

Usage Example Inference

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

Usage Example Inference has 6 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

6 facts·5 predicates·1 sources·1 in dispute

Mostly:sets flag(2), rdf:type(1), has command(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (6)

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.

6 facts
PredicateValueRef
Sets Flag--ckpt-dir checkpoints/multimodal[1]
Sets Flag--prompt "The"[1]
Rdf:typeCommand[1]
Has Commanduv run python scripts/harmonicmlx_infer.py --ckpt-dir checkpoints/multimodal --prompt "The"[1]
Described AsInference on multimodal checkpoint[1]
Invokes ScriptScripts Harmonicmlx Infer Py[1]

Timeline

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typeblah/watt-activation/240
ex:Command
hasCommandblah/watt-activation/240
uv run python scripts/harmonicmlx_infer.py --ckpt-dir checkpoints/multimodal --prompt "The"
describedAsblah/watt-activation/240
Inference on multimodal checkpoint
invokesScriptblah/watt-activation/240
ex:scripts-harmonicmlx-infer-py
setsFlagblah/watt-activation/240
--ckpt-dir checkpoints/multimodal
setsFlagblah/watt-activation/240
--prompt "The"

References (1)

1 references
  1. [1]2406 facts
    ctx:discord/blah/watt-activation/240
    • full textwatt-activation-240
      text/plain3 KBdoc:agent/watt-activation-240/5c70b9df-77dc-4d9b-868f-123e45914e70
      Show excerpt
      [2026-03-12 04:08] xenonfun: ``` ⏺ All 3 phases passed, dashboard generated. Here's what it shows: Top-left (Loss by Modality): Text-only loss drops dramatically (9 → ~5) since pretrained blocks already know language. Image-text and audi

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