DocumentationDOC / 01
The operating record for Neptune.
Neptune documentation is maintained as a technical record. Model identity, interface contracts, evaluation conditions, and publication state remain attached in one place.
- Scope
- Identity, interface, evaluation
- Model cards
- Pending publication
- Canonical source
- Hugging Face
Publication register
Read the source before the summary.
Exact installation, serving, license, tokenizer, and runtime instructions publish with each model card. Ainfera does not present placeholder commands as runnable documentation.
Interface contract
A request should explain itself.
Agent systems are easier to inspect when intent, tools, and state travel together. The response remains legible to the surrounding system at every step.
Illustrative request shapeJSON
{
"intent": "reconcile_accounts",
"tools": [
{
"name": "ledger_lookup",
"input_schema": { "account_id": "string" }
}
],
"state": {
"objective": "close_month",
"completed": ["load_ledger"]
}
}- Intent
- The objective the system is trying to complete.
- Tools
- The callable interfaces and their accepted arguments.
- State
- What has happened, what remains, and what must persist.
- Response
- A structured action, observation, or final answer.
Evaluation record
A result is inseparable from its conditions.
Public values remain N/A until observed results can be published with the exact model revision, suite, harness, runtime, date, and uncertainty.
N/A- Model identity
- Exact model, revision, tokenizer, and weights. N/A
- Suite identity
- Task set, dataset version, harness, and exclusions. N/A
- Runtime
- Hardware, precision, quantization, memory, and serving settings. N/A
- Observation
- Result, uncertainty, measurement date, and source record. N/A