topic: zimage
19 modules sharing the zimage name family (derived from the tree's prefix discipline).
The **zimage** topic family in the Nishi sovereign ecosystem provides tools for processing and verifying Z-Image data, ensuring fidelity to the oracle across various operations. Modules like **nx_zimage_adaln_verify** and **nx_zimage_attn_verify** ensure modulation and attention mechanisms align with expected outputs, while **nx_zimage_ffn_swiglu_verify** confirms the correctness of specialized gate functions within the FFN pipeline. These modules collectively enable precise, sovereign validation of Z-Image components, supporting reliable model inference and data integrity.
auto-narrated by the local model from this topic's module headers; links verified against the wiki index.
narrated overview -- maintained by the narration lane, module links verified against this wiki.
| module | description | lines | funcs |
|---|---|---|---|
| nx_zimage_adaln_verify.nx | SOVEREIGN Z-Image block piece #1: adaLN modulation, verified vs the oracle. | 98 | 2 |
| nx_zimage_attn_verify.nx | SOVEREIGN Z-Image block piece #2: JointAttention, verified vs the oracle. | 205 | 4 |
| nx_zimage_dequant_block.nx | dequant a block of REAL Z-Image weight DATA into f32, sovereignly. | 92 | 2 |
| nx_zimage_ffn_down_verify.nx | SOVEREIGN Z-Image FFN sub-piece c (final): down-proj + norm + gate + residual. | 110 | 3 |
| nx_zimage_ffn_norm_verify.nx | SOVEREIGN Z-Image FFN sub-piece a: pre-FFN norm, verified vs oracle. | 82 | 2 |
| nx_zimage_ffn_swiglu_verify.nx | SOVEREIGN Z-Image FFN sub-piece b: SwiGLU gate, verified vs oracle. | 93 | 2 |
| nx_zimage_flashattn_verify.nx | SOVEREIGN FlashAttention (online-softmax) SDPA, verified EXACT vs oracle. | 155 | 2 |
| nx_zimage_gguf_arch.nx | extract the REAL Z-Image text-encoder architecture from its GGUF, sovereignly. | 147 | 4 |
| nx_zimage_gguf_probe.nx | read the REAL Z-Image text-encoder GGUF structure, sovereignly. | 59 | 1 |
| nx_zimage_layout.nx | dump the REAL Z-Image/Qwen GGUF tensor layout (offsets/dims/types), sovereignly. | 71 | 3 |
| nx_zimage_outproj_verify.nx | SOVEREIGN Z-Image attention sub-piece 2d: output projection, verified. | 81 | 2 |
| nx_zimage_qknorm_verify.nx | SOVEREIGN Z-Image attention sub-piece 2b: QK-RMSNorm + RoPE, verified. | 125 | 3 |
| nx_zimage_qkv_verify.nx | SOVEREIGN Z-Image attention SUB-piece 2a: qkv projection, verified vs oracle. | 90 | 2 |
| nx_zimage_real_op.nx | run a REAL Z-Image weight vector through a REAL sovereign op, end-to-end. | 95 | 1 |
| nx_zimage_real_proj.nx | a REAL Qwen transformer projection on REAL weights, sovereignly. | 105 | 2 |
| nx_zimage_real_qkv.nx | REAL Qwen layer-0 Q/K/V projections on REAL weights, sovereignly. | 114 | 3 |
| nx_zimage_sdpa_verify.nx | SOVEREIGN Z-Image attention sub-piece 2b+2c: qk-norm+rope+SDPA, verified. | 159 | 3 |
| nx_zimage_sdpaonly_verify.nx | SOVEREIGN Z-Image attention sub-piece 2c: SDPA, verified vs oracle. | 131 | 2 |
| nx_zimage_weights.nx | the LAYER-WEIGHT RESOLVER: (layer L, slot k) -> where that tensor lives. | 183 | 4 |