{% extends "mirrorwall/base.html" %} {% from "mirrorwall/components.html" import badge, empty_state, table %} {% block title %}Models — LoadCoach{% endblock %} {% block content %}

Models

Every model discovery has seen, with what is known about it: declared flags, imported benchmark evidence (Benchmarks), production reliability (Reliability) and whether it is loaded right now (Queue).

{% if not models %} {{ empty_state("No models discovered yet. Run `loadcoach models refresh` or start the provider.") }} {% else %} {% set columns = [ {"label": "Canonical ID"}, {"label": "Family"}, {"label": "Context", "numeric": true}, {"label": "Size", "numeric": true}, {"label": "Declared capabilities"}, {"label": "Evidence", "numeric": true}, {"label": "Reliability"}, {"label": "Resident"}, {"label": "Availability"} ] %} {% set rows = [] %} {% for item in models %} {% set model = item.entry %} {% set _ = rows.append([ ('' ~ (model.canonical_id | e) ~ '' ~ ((' · ' ~ (model.provider_name | e) ~ '') if model.provider_name else '')) | safe, model.family or "—", model.max_context if model.max_context is not none else "—", model.size_bytes | bytes_human, model.declared_capabilities.keys() | join(", ") or "none declared", (item.evidence.bound ~ " bound · " ~ item.evidence.capabilities ~ " capabilit" ~ ("y" if item.evidence.capabilities == 1 else "ies") ~ (" · " ~ item.evidence.stale ~ " stale" if item.evidence.stale else "") ~ (" · " ~ item.evidence.unmatched ~ " unmatched" if item.evidence.unmatched else "")) if item.evidence.bound or item.evidence.unmatched else "none imported", ((("factor %.3f"|format(item.reliability.lowest_factor)) if item.reliability.lowest_factor is not none else "neutral") ~ " · " ~ item.reliability.attempts_7d ~ " attempts 7d · " ~ item.reliability.pairs ~ " profile" ~ ("" if item.reliability.pairs == 1 else "s") ~ ((" · " ~ badge("regression", tone="danger")) if item.reliability.regressions else "") ~ ((" · " ~ badge(item.reliability.circuit_state | e, tone="danger")) if item.reliability.circuit_state != "closed" else "")) | safe if item.reliability.pairs else "no production evidence", (badge("resident", tone="success") ~ " GPU " ~ (item.residency.gpu_indexes | join(", ") | e)) | safe if item.residency.resident else "no", badge("available", tone="success") if model.available else badge("unavailable", tone="danger") ~ " " ~ (model.unavailable_reason or "") ]) %} {# Adapter subjects sit immediately under the base they run on (dev-plan P10): one row each, naming the subject, the evidence source routing would use for it and the registration that serves the base. #} {% for adapter in item.adapters %} {% set _ = rows.append([ ('↳ ' ~ (adapter.subject_canonical_id | e) ~ '' ~ ((' · ' ~ (adapter.provider_name | e) ~ '') if adapter.provider_name else '')) | safe, "adapter", "—", "—", adapter.declared_capabilities | join(", ") or "none declared", (adapter.evidence_source ~ " · " ~ adapter.base_confidence ~ " base · " ~ adapter.data_classification), "per-subject", "with its base", (badge("available", tone="success") if adapter.available else badge("unavailable", tone="danger") ~ " " ~ (adapter.unavailable_reason or "")) | safe ]) %} {% endfor %} {% endfor %} {{ table(columns, rows, caption="Every model discovery has seen, available or not — with each adapter subject under the base it runs on.", table_id="models", sortable=true, complete=true, row_count=rows | length) }} {% endif %} {% endblock %}