README: scope-lock MTP as future iteration

Audit-driven refresh: P0 fixes (strip stale 8/8 benchmark, label W2C 2/3 as inferred-not-measured, remove insider notebook refs); P1 fixes (add Core Capabilities, Community Model, Technical Notes, Limitations, Citation sections to match A4B family structure); training details enriched with verified hyperparameters from finetune_run4.5; benchmark probes verbatim from inference_run7

E4B card refresh: rename merged repo model-index to SolarHive-E4B-Merged; library_name peft->transformers; sync benchmark numbers to May 2026 final run (e4b 9/10, e4b-lora 10/10); expand tagline to name direct/Ollama/llama.cpp uses

Multi-Variant Deployment Validation (2026-02-05) + scaling-hypothesis docs

Multi-Variant Deployment Validation (2026-02-05) + scaling-hypothesis docs

Multi-Variant Deployment Validation (2026-02-05) + scaling-hypothesis docs

Multi-Variant Deployment Validation (2026-02-05) + scaling-hypothesis docs

Restructure card to mirror solarhive-e4b-ollama (consistent layout: triple-role, How to Use code blocks, Companion Repos table, Fine-Tuning Architecture section)

Initial upload of E4B v2 LoRA adapters from Run 4.5 Drive backup

Correct E4B LoRA size estimate (~3 GB → ~200 MB) — actual adapter footprint at r=16 on E4B (8B base, 41M trainable params)

Initial card: SolarHive E4B LoRA (v2 fine-tune, 0.9218 loss, 8/8 benchmark)

initial commit