feat(site): measured gpt2-small beside gpt2-large references

[echobt]

Summary

• GET …/prism/references returns two Prism-protocol rows: GPT-2 Large (774M) and GPT-2 Small (openai-community/gpt2, 124.4M).
• Measured on Lium 1×RTX 5090, public pack, PRISM_TEST_EVAL_CAPS=0 — Small bpb ≈ 4.759, HS 0.355, ARC-E 0.245, ARC-C 0.24, PIQA 0.585, WG 0.515, BoolQ 0.575, LAMBADA 0.97, OBQA 0.32.
• HF top-model README template: dual columns (GPT-2 + GPT-2 Large) with Prism-protocol Δ signs only.

Test plan

• cargo test -p site-api --lib prism_enrich
• cargo test -p site-api --lib handlers::tests::prism_detail_references
• cargo test -p prism-registry --lib readme_benchmarks
• After merge + gateway promote: live /references length 2
• Update live BaseIntelligence/top-prism-architecture README (operator)

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Configuration used: defaults

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Run ID: 2f281240-4e7d-41b4-85c6-554ee09fa4ef

📥 Commits

Reviewing files that changed from the base of the PR and between 1486475 and 43e549d.

📒 Files selected for processing (6)

• crates/prism-registry/src/configuration_prism.py
• crates/prism-registry/src/hf.rs
• crates/prism-registry/src/modeling_prism.py
• crates/site-api/src/handlers.rs
• crates/site-api/src/prism_enrich.rs
• docs/SITE_API.md

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