Inference script
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Inference script has 22 facts recorded in Dontopedia across 7 references, with 4 live disagreements.
Mostly:rdf:type(4), has parameter(4), has parameter value(3)
Maturity scale
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Other facts (20)
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 | Script | [3] |
| Rdf:type | Script File | [4] |
| Rdf:type | Script | [5] |
| Rdf:type | Code File | [7] |
| Has Parameter | --ckpt-dir | [4] |
| Has Parameter | --prompt | [4] |
| Has Parameter | --max-tokens | [4] |
| Has Parameter | --no-stop | [4] |
| Has Parameter Value | checkpoints/fineweb_e2 | [4] |
| Has Parameter Value | Is Kant kinda a cunt? | [4] |
| Has Parameter Value | 300 | [4] |
| Presupposes Compiled Model | null | [1] |
| Receives Addition | Image Conditioned Text Generation | [2] |
| Enables | Image Conditioned Text Generation | [2] |
| Has Path | scripts/infer_cl100k.py | [4] |
| Invoked Via | uv run | [4] |
| Has Feature | auto-detect | [6] |
| Requires | config.json | [6] |
| Was Patched | true | [7] |
| Fixed Loading Behavior | true | [7] |
Timeline
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References (7)
ctx:discord/blah/watt-activation/part-170ctx:discord/blah/watt-activation/part-245ctx:discord/blah/watt-activation/58- full textwatt-activation-58text/plain3 KB
doc:agent/watt-activation-58/2b893cf3-b6f9-4fdb-a94d-202a521b9459Show excerpt
[2026-03-07 09:29] xenonfun: ``` Anchor v3 running. On memory — the anchor overhead is minimal: Anchor v3 extra parameters per layer (m=32): - anchor_re/im: 32 × 4 phases = 256 floats - anchor_omega: 256 floats - W_anchor_q: 320 ×…
ctx:discord/blah/watt-activation/151- full textwatt-activation-151text/plain2 KB
doc:agent/watt-activation-151/765c248d-bea7-4461-8654-f0146f5f2e83Show excerpt
[2026-03-09 15:51] xenonfun: ``` Prompt: 'Is Kant kinda a cunt?' temp=0.8 top_k=40 stop=<|endoftext|> (100257) ──────────────────────────────────────────────────────────── Is Kant kinda a cunt? ───────────────────────────────────────────…
ctx:discord/blah/watt-activation/244- full textwatt-activation-244text/plain3 KB
doc:agent/watt-activation-244/12f61b26-af40-4e33-a8d7-716f2405dc1bShow excerpt
[2026-03-12 05:23] xenonfun: ❯ can we infer on images and audio or get them back out? ⏺ Not yet — the current architecture is encoder-only for image/audio (projects them into the sequence for cross-modal context), but only has a text outpu…
ctx:discord/blah/watt-activation/364- full textwatt-activation-364text/plain2 KB
doc:agent/watt-activation-364/c3dc2d47-3059-4d01-bfe8-63af919a4f72Show excerpt
[2026-03-17 21:30] xenonfun: ```Excellent result. This confirms that retrieval amplitude and retrieval distance-decay are separate phenomena. Interpretation: - The absolute retrieval level at seq=1024 is ~50%, likely due to undertraining /…
ctx:discord/blah/watt-activation/703- full textwatt-activation-703text/plain3 KB
doc:agent/watt-activation-703/c2aff1b4-7f23-419c-b531-687b267a9440Show excerpt
[2026-05-01 20:40] xenonfun: 1K smoke finished and inference is done. Run: `/home/ms/data/clifford_ssm/checkpoints/e24_chinchilla_from_e23_best_prefetch_1k/latest.pt` Final training stats: - step `1000` - loss / BPB: `0.9332 / 1.3463` - t…
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