Alpha Cognitive
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-05-02.)
Alpha Cognitive has 23 facts recorded in Dontopedia across 1 reference.
Mostly:assumes data fits in disk(1), contrasts with symbio run(1), covers epochs(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
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.
bootingUpTrainingRunBooting Up Training Run(1)
- Ajaxdavis
ex:ajaxdavis
impliesImpressedByResultsImplies Impressed by Results(1)
- Traves Theberge Reaction
ex:traves_theberge-reaction
involvesMultipleEpochsInvolves Multiple Epochs(1)
- Training Process
ex:training-process
relevantToCurrentWorkRelevant to Current Work(1)
- Nanochat
ex:nanochat
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 |
|---|---|---|
| Assumes Data Fits in Disk | Pd Ssd | [1] |
| Contrasts With Symbio Run | standard activations | [1] |
| Covers Epochs | 3-4 | [1] |
| Depends on Accumulation Steps | 4 | [1] |
| Expects960m Tokens Processed | calculated | [1] |
| Has Effective Batch | 32 sequences (8 × 4 accum steps) | [1] |
| Has Symbio | off | [1] |
| Has Total Steps | 30K | [1] |
| Has Warmup Steps | 1000 | [1] |
| Processes Tokens Per Step | ~32K | [1] |
| Processes Total Tokens | ≈960M | [1] |
| Risks Out of Memory on Ram | if full load | [1] |
| Room to Increase Batch Size | yes | [1] |
| Takes Training Time | 5-10 hours | [1] |
| Uses Data | Historic Chat Plus Gutenberg | [1] |
| Uses Disk | Pd Ssd | [1] |
| Uses Gpu | Nvidia L4 | [1] |
| Uses Learning Rate Schedule | 3e-4 lr with cosine decay to 1e-5 | [1] |
| Uses Machine Type | G2 Standard 4 | [1] |
| Uses Os | Ubuntu 22 04 | [1] |
| Uses Standard Composed Activations | only | [1] |
| Uses Training Config | Cognitive 350m Json | [1] |
| Uses Zone | US East1 B | [1] |
Timeline
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References (1)
ctx:discord/blah/training-and-evals/part-31
See also
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