Tokens
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-19.)
Tokens has 3 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (5)
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.
transportsTransports(2)
- Edge Tokens 1
ex:Edge-Tokens-1 - Edge Tokens 2
ex:Edge-Tokens-2
ex:producesEx:produces(1)
- Dflash
ex:dflash
producesProduces(1)
- Tokenization
ex:tokenization
returnsReturns(1)
- Tokenize Text
ex:tokenize_text
Other facts (3)
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 | Data Structure | [1] |
| Rdf:type | Unit | [2] |
| Ex:plural | true | [2] |
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 (2)
ctx:claims/beam/9ecb523d-a0b0-41e7-975e-f1ab6308ba7b- full textbeam-chunktext/plain1 KB
doc:beam/9ecb523d-a0b0-41e7-975e-f1ab6308ba7bShow excerpt
- In the `tokenize_text` function, catch specific exceptions such as `ValueError`, `TypeError`, `UnicodeDecodeError`, `AttributeError`, `RuntimeError`, `MemoryError`, and `TimeoutError`. - Log the specific error message for each excep…
ctx:memory/claims/session/discord:1349727923434815519:1474609483052355796- full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796text/plain122 B
doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/c0f0ebd1-a4f8-4558-830f-7606b022fb34Show excerpt
xenonfun in #hardware: <@823468778704076810> highly recommend you check it out. will post recipe its still tweaking a bit.…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/6eef4273-53b6-4121-8654-4a110f1e1900Show excerpt
xenonfun in #hardware: Outstanding — 11/11 grounded inside bbox, mean error 4px on the real dense dashboard, and the live clicks landed exactly on 📊 monitor and 🌐 network. Let me visually confirm the clicks actually switched views.…
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xenonfun in #hardware: yeah its impressive…
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xenonfun in #hardware: ``` Concurrency sweep (mixed image+text, 256 tok out) — 46/46 OK ┌──────┬─────────────┬──────┬──────┐ │ Conc │ Gen tput │ p50 │ p95 │ ├──────┼─────────────┼──────┼──────┤ │ 1 │ 75.8 tok/s │ 3.0s │ …
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/0c953748-fc71-4d5d-b0c2-68597208eca5Show excerpt
xenonfun in #hardware: All the earlier verifications still stand from this same running instance: KV fit at 0.35 (18 GB / 1.79M tokens → 6.84× at full 256K), tool calling working (structured tool_calls, qwen3_coder), and 44K-token needle …
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/30584c55-874d-4651-890d-6f83d01a4524Show excerpt
xenonfun in #hardware: running it thru some tests now.…
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xenonfun in #hardware: yeah its looking pretty solid…
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xenonfun in #hardware: would be nice if FP4 worked. Your GPU does not have native support for FP4 computation but FP4 quantization is being used. Weight-only FP4 compression will be used leveraging the Marlin kernel. This may degrade perfor…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/8780243b-2be7-4681-8ce3-966d6a6afe6aShow excerpt
xenonfun in #hardware: holo3.1 running. faster than nemo with zero optimization, will see how it goes: https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4…
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xenonfun in #hardware: yeah I was going to start looking but that guy been working on it. glad can quant as they are heavy.…
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ajaxdavis in #hardware: that will be pretty sick to have locally…
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xenonfun in #hardware: https://x.com/i/status/2061810401013100871…
See also
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