README: update download paths after repo rename to ROCMFP

README: tidy spacing after removing deployment table

README: remove Deployment recommendation table

README: remove 'What we did not claim' section

README: remove local 'farm' terminology

README: drop Role column and No-stock note under file table

Docs: Q4 farm winner + Q6 AGENT, full benches, methodology, Hermes harness notes

Docs: drop straight no-imatrix Q4; sealed COHERENT only

Docs: sealed COHERENT+imatrix primary; methodology, benches, launch recipes

Docs: single/dual GPU recipes for 256k native and 512k YaRN

Add model card for Q4_0_ROCMFP4 GGUF