// Module: stdlib/research/tritformer.tern
// Purpose: Full Ternary Transformer Block (Tritformer)
// Author: RFI-IRFOS
// Ref: https://ternlang.com
// Combines trit attention, trit FFN, and trit layer norm. No float anywhere.
struct TritformerBlock {
qkv_weights: trittensor<4 x 4>,
ffn_expand: trittensor<8 x 4>,
ffn_contract: trittensor<4 x 8>
}
fn tritformer_forward(block: TritformerBlock, x: trittensor<4 x 1>) -> trittensor<4 x 1> {
// Simplified: QKV projection
@sparseskip
let qkv: trittensor<4 x 1> = block.qkv_weights * x;
// FFN
@sparseskip
let expanded: trittensor<8 x 1> = block.ffn_expand * qkv;
@sparseskip
let out: trittensor<4 x 1> = block.ffn_contract * expanded;
return out;
}