gen-cards: regenerate Use-it block

Re-export with coreai-torch 0.4.1 (fixes OS 27 beta 2+ load failure); gated token-for-token vs fp32 oracle

Note b2 (beta3-loadable) bundles under gpu-pipelined-b2/

Add b2 (beta3-loadable) bundle under gpu-pipelined-b2/lfm2_5_1_2b_instruct_decode_int8hu_block32_sym/ (b1 retained)

gen-cards: regenerate Use-it block

gen-cards: regenerate Use-it block

gen-cards: add Use-it markers

Add root config.json (Hub download-stats query file + framework pointer)

head-quant docs: per-block-32 absmax ship shape (per-channel = beta delegate bug; naming note)

Upload folder using huggingface_hub

gpu-pipelined int8lin bundle: 253 tok/s M4 Max / 38-39.6 iPhone 17 Pro, oracle gate 16/16

LFM2.5-1.2B Core AI: card + LFM Open License v1.0

initial commit