majentik/gemma-4-31B-RotorQuant-GGUF-Q2_K

docs: card hygiene — llama-completion -no-cnv, drop fork-clone quickstart (upstream-first KV guidance)

Card accuracy sweep: honest brand labeling, remove dead links, upstream KV tip

docs: upstream-first KV-cache guidance (q8_0/q4_0, mainline Hadamard rotation); fork demoted to experimental

docs: remove AWQ variants from family table (AWQ lane paused, repos private)

docs: warn that the turboquant fork predates gemma4 support (reported in gemma-4-26B-A4B-RotorQuant#1)

fix: family model links majentik/gemma4-* -> majentik/gemma-4-* (reported by @shramee in gemma-4-31B-TurboQuant-MLX-4bit#1)

docs: Tier 2 polish — variant matrix + quant trade-off

chore(card): add hardware compatibility section

chore(card): enrich YAML frontmatter (pipeline_tag, language, library_name, inference)

Update model card with accurate fork requirements and ecosystem status

Add GGUF Q2_K quantized model

Add model card

initial commit