code wiki / gen
topic: gen
59 modules sharing the gen name family (derived from the tree's prefix discipline).
The 'gen' topic family in the Nishi sovereign ecosystem focuses on generating and verifying data structures and models within the DiT framework. Modules like `gen_hll_bias_nx` create HLL bias tables using the HLL algorithm, while `nx_gen_blockrun` executes DiT blocks end-to-end to assess their output quality. Additionally, `nx_gen_archprobe` extracts and displays model architecture details directly from the model file, ensuring transparency and consistency across the system.
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 |
|---|---|---|---|
| gen_hll_bias_nx.nx | generate HLL bias table by running OUR HLL. | 199 | 6 |
| nx_gen.nx | the sovereign GEN MCP tool: a thin NAS-side client for the gen orchestrator daemon (loopback :18795). | 177 | 12 |
| nx_gen_adaln_gate_verify.nx | SOVEREIGN adaLN gated residual join, verified vs the oracle. | 144 | 2 |
| nx_gen_archprobe.nx | print a DiT's architecture as READ FROM THE MODEL FILE. | 53 | 2 |
| nx_gen_authz_gate.nx | proves the AREA-APPROVAL authZ (operator 2026-06-24: "use my nishifamily login + OPAQUE | 61 | 3 |
| nx_gen_blockbench.nx | SOVEREIGN runner for the whole gen verification suite. NO SHELL. | 236 | 8 |
| nx_gen_blockrun.nx | run a WHOLE DiT block sovereignly, end to end, and grade the output. | 330 | 1 |
| nx_gen_cid_gate.nx | REFEREE for the GALLERY CID CANON (debt 1785881333 / 1785881657). | 162 | 7 |
| nx_gen_conf_lib.nx | the gen lane's ONE conf reader (2026-08-30): the two-path read (daemon cwd first, then the | 56 | 2 |
| nx_gen_content.nx | ★R5 of the Infinigen ladder: the UNIFIED SOVEREIGN GENERATOR (their V2 bet = ProcFunc, a | 104 | 8 |
| nx_gen_dispatch_gate.nx | the REFEREE for gen G17 (dispatch honesty) on the CHAT path: a planted SLOW worker (listens, | 355 | 17 |
| nx_gen_ditchain.nx | chain N sovereign DiT blocks, weights read straight from the GGUF. | 192 | 2 |
| nx_gen_ditfull.nx | the COMPLETE sovereign Z-Image DiT forward, weights from the GGUF. | 379 | 3 |
| nx_gen_embed_verify.nx | SOVEREIGN F16 linear-with-bias (an embedder), verified vs the oracle. | 115 | 2 |
| nx_gen_explorer.nx | ★R10: a PUBLIC interactive generate front-end over the unified nx_gen surface. Renders a | 116 | 4 |
| nx_gen_gate.nx | ★R5: the unified generator surface, proven. One nx_gen(spec,res) shape drives every | 122 | 5 |
| nx_gen_gateway.nx | OPAQUE-gated reverse proxy for the NSFW gallery, mounted under /gen/*. | 310 | 23 |
| nx_gen_gateway_daemon.nx | the deployable OPAQUE /gen gateway: argv config + auth-context setup | 96 | 1 |
| nx_gen_gateway_daemon_request_test_20260907.nx | the deployable OPAQUE /gen gateway: argv config + auth-context setup | 96 | 1 |
| nx_gen_gateway_request_test_20260907.nx | OPAQUE-gated reverse proxy for the NSFW gallery, mounted under /gen/*. | 310 | 23 |
| nx_gen_hll_bias_nx.nx | generate HLL bias table by running OUR HLL. | 206 | 6 |
| nx_gen_http_verify.nx | Test-only fixed-origin /gen verifier. LOCAL CANDIDATE; root must review identity before any live run. | 233 | 14 |
| nx_gen_ingest.nx | ingest an ON-DISK PNG into the gallery: GENREC tEXt -> CID -> blob -> sidecar. | 242 | 6 |
| nx_gen_inpaint_gate.nx | the REFEREE for gen G7 (gw_inpaint_mask): mask inpaint as a NishiLang verb over the | 97 | 5 |
| nx_gen_linear_verify.nx | SOVEREIGN linear projection (matmul), verified vs a reference. | 415 | 3 |
| nx_gen_live_probe.nx | LIVE FRONTEND PROOF. Runs ON THE NAS (via `nx_hostctl genprobe`). Drives the REAL | 203 | 12 |
| nx_gen_lora_repr.nx | DECIDE the adapter representation by measuring it, not by arguing it. | 179 | 3 |
| nx_gen_lora_verify.nx | prove the sovereign LoRA fold against an EXACT f64 reference. | 122 | 2 |
| nx_gen_machine.nx | a machine the team authored from DATA, not hand-written. license_tier: ORIGINAL | 146 | 11 |
| nx_gen_mesh_gate.nx | end-to-end gate for the /gen 3D lane over REAL loopback sockets (G2 of the gen-UI | 159 | 13 |
| nx_gen_mind_gate.nx | the REFEREE for companionchat CC0 (go_mind_context in nx_companion_mind.nx). | 101 | 4 |
| nx_gen_modelid.nx | identify ANY model file: container, family, role. The front door of a | 99 | 4 |
| nx_gen_multiworker_gate.nx | proves the orchestrator's SOVEREIGN multi-worker dispatch (worker list comes from | 188 | 16 |
| nx_gen_orchestrator.nx | the NAS-side Elder AI gen daemon (the sovereign gen-img, off Docker). | 2034 | 76 |
| nx_gen_orchestrator_daemon.nx | the deployable Elder AI gen daemon: argv config + accept-fork | 70 | 1 |
| nx_gen_orchestrator_gate.nx | end-to-end gate for the gen daemon over REAL loopback sockets. | 218 | 15 |
| nx_gen_pipecheck.nx | the front door. Read a pipeline descriptor, VERIFY every declared part | 177 | 6 |
| nx_gen_pipeline.nx | the sovereign GENERATE pipeline core (the gen-img logic, off Docker). | 257 | 13 |
| nx_gen_pipeline_gate.nx | offline gate for the GENERATE pipeline core (no sockets). Builds a | 150 | 11 |
| nx_gen_prenorm_mod_verify.nx | SOVEREIGN DiT pre-norm + adaLN modulate, verified vs the oracle. | 161 | 2 |
| nx_gen_promptweight_gate.nx | the REFEREE for gen G13 (cw_prompt_weight): prompt weighting as DATA on the shared | 183 | 9 |
| nx_gen_qknorm_verify.nx | SOVEREIGN per-head QK-RMSNorm over a PACKED qkv, verified vs oracle. | 148 | 2 |
| nx_gen_rank.nx | FULL-SCALE score-and-rank on a SOVEREIGN seg-store PLANE (NOT a .tsv -- sovereign-formats-first | 138 | 5 |
| nx_gen_real_gate.nx | R3: drive the sovereign orchestrator against the REAL Elder AI sd-server | 131 | 12 |
| nx_gen_realpipe_gate.nx | R3 sovereign proof: run a REAL sd-server response (captured from the | 61 | 5 |
| nx_gen_rmsnorm_verify.nx | SOVEREIGN RMSNorm, verified vs the oracle. | 132 | 2 |
| nx_gen_rope_verify.nx | SOVEREIGN interleaved RoPE, verified vs the oracle. | 132 | 2 |
| nx_gen_sdpa_verify.nx | SOVEREIGN scaled dot-product attention, verified vs the oracle. | 186 | 2 |
| nx_gen_sw_emit_test_20260907.nx | Writes the contents of the GGW_SW_JS buffer to standard output until completion. | 12 | 1 |
| nx_gen_swiglu_verify.nx | SOVEREIGN SwiGLU feed-forward activation, verified vs the oracle. | 106 | 1 |
| nx_gen_taedec.nx | SOVEREIGN TAESD (tiny VAE) decoder: latent -> RGB pixels. | 360 | 13 |
| nx_gen_ui_emit.nx | EMITS the /gen companion app page (elara_ui.html) from DATA (knowledge/gen_ui.conf). | 317 | 10 |
| nx_gen_ui_emit_lifecycle_test_20260907.nx | EMITS the /gen companion app page (elara_ui.html) from DATA (knowledge/gen_ui.conf). | 317 | 10 |
| nx_gen_ui_gate.nx | the REFEREE for gen G19 (nx_gen_ui_emit): the /gen companion page is EMITTED from data, | 157 | 7 |
| nx_gen_unified.nx | ★R5 of the Infinigen ladder: the UNIFIED SOVEREIGN GENERATOR (their V2 bet = ProcFunc, a | 106 | 8 |
| nx_gen_util.nx | shared string/scan primitives = the BASE MODULE of the companion/gen OO decomposition. | 25 | 4 |
| nx_gen_worker.nx | the GenWorker object: the GPU-worker CLIENT. Owns dispatch to a worker (a.b.c.d:port) for | 178 | 11 |
| nx_gen_worker_probe.nx | isolate whether the nx runtime (in WSL2) can reach the Windows | 30 | 3 |
| nx_gen_zoo.nx | walk a model directory, identify every file, and report which PIPELINES are | 195 | 8 |