chore: update unicosys hypergraph model from CI pipeline

README.md

@@ -32,19 +32,19 @@ single trainable knowledge representation.
 | Text Encoder | 2-layer Transformer, 4 heads |
 | Graph Attention | 2-layer GAT, 4 heads |
 | Link Predictor | 2-layer MLP with margin ranking loss |
-| Total Parameters | **34,760,065** |
+| Total Parameters | **36,023,681** |
 
 ### Knowledge Graph Statistics
 
 | Metric | Count |
 |---|---|
-| Total Nodes | 203,646 |
-| Total Edges | 14,912 |
-| Cross-Links | 3,944 |
+| Total Nodes | 272,683 |
+| Total Edges | 14,816 |
+| Cross-Links | 3,976 |
 | Entities | 16 |
-| Emails | 199,544 |
-| Financial Documents | 2,291 |
-| Timeline Events | 1,220 |
+| Emails | 199,553 |
+| Financial Documents | 17,036 |
+| Timeline Events | 54,346 |
 | LEX Schemes | 13 |
 | Legal Filings | 7 |
 
@@ -53,9 +53,9 @@ single trainable knowledge representation.
 | Subsystem | Nodes |
 |---|---|
 | Core (Entities) | 16 |
-| Fincosys (Financial) | 3,908 |
-| Comcosys (Communications) | 199,544 |
-| RevStream1 (Evidence) | 145 |
+| Fincosys (Financial) | 72,935 |
+| Comcosys (Communications) | 199,553 |
+| RevStream1 (Evidence) | 146 |
 | Ad-Res-J7 (Legal) | 33 |
 
 ## Training

config.json

@@ -15,7 +15,7 @@
   "gat_num_layers": 2,
   "hidden_dim": 256,
   "margin": 1.0,
-  "max_nodes": 250000,
+  "max_nodes": 260000,
   "model_type": "unicosys_hypergraph",
   "negative_sample_ratio": 5,
   "node_embed_dim": 128,
@@ -31,10 +31,10 @@
     "lex_scheme": 8,
     "timeline_event": 9
   },
-  "num_cross_links": 3944,
+  "num_cross_links": 3976,
   "num_edge_types": 4,
   "num_entities": 16,
-  "num_evidence": 203646,
+  "num_evidence": 272683,
   "num_node_types": 10,
   "num_subsystems": 7,
   "subsystem_vocab": {
@@ -50,6 +50,6 @@
   "text_max_length": 128,
   "text_num_heads": 4,
   "text_num_layers": 2,
-  "text_vocab_size": 224,
+  "text_vocab_size": 160,
   "transformers_version": "5.3.0"
 }

graph_data.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:689217569f864fd7fe3a8d4654c31713ea85b50ae911059aded14327677bc084
-size 5269536
+oid sha256:a22a6c8e60034f66c5837cc6d0291942b39702f169f12882a25f084361aa669f
+size 6363552

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b04319465516bc36f8001497133b081f28f38152c992b54d70aa352669902be1
-size 139047108
+oid sha256:502a653c3fc9bbcfd1845c3d45e9c0ede50be7b32bddb14af610e92b8354b8d3
+size 144101572

model_summary.json

@@ -1,30 +1,30 @@
 {
   "case_number": "2025-137857",
-  "total_nodes": 203646,
-  "total_edges": 15901,
-  "total_cross_links": 3944,
+  "total_nodes": 250000,
+  "total_edges": 15131,
+  "total_cross_links": 3976,
   "node_types": {
     "entity": 16,
-    "entity_document": 2291,
-    "timeline_event": 1220,
-    "hypergraph_node": 551,
-    "fund_flow_analysis": 4,
-    "email": 199544,
+    "entity_document": 17036,
+    "timeline_event": 54346,
+    "hypergraph_node": 1692,
+    "fund_flow_analysis": 20,
+    "email": 199553,
     "lex_scheme": 13,
     "legal_filing": 7
   },
   "edge_types": {
-    "proves": 14911,
+    "proves": 14815,
     "transaction_evidenced_by": 1
   },
   "subsystems": {
     "core": 16,
-    "fincosys": 3908,
-    "comcosys": 199544,
-    "revstream1": 145,
+    "fincosys": 72935,
+    "comcosys": 199553,
+    "revstream1": 146,
     "ad_res_j7": 33
   },
-  "model_params": 34760065,
+  "model_params": 36023681,
   "model_architecture": {
     "node_embed_dim": 128,
     "text_embed_dim": 256,

tokenizer.json

@@ -55,73 +55,9 @@
     "@": 54,
     "_": 55,
     "*": 56,
-    "[": 57,
-    "]": 58,
-    "\ud83d\udfe2": 59,
-    "|": 60,
-    "\u2014": 61,
-    "\"": 62,
-    "\ud83c\udfd5": 63,
-    "\ufe0f": 64,
-    "!": 65,
-    "\u2019": 66,
-    "\ud83d\udd52": 67,
-    "=": 68,
-    "$": 69,
-    ";": 70,
-    "?": 71,
-    "\u00a3": 72,
-    "\u2013": 73,
-    "\u2026": 74,
-    "\ud83c\udfac": 75,
-    "\u2601": 76,
-    "{": 77,
-    "}": 78,
-    "\u201c": 79,
-    "\u201d": 80,
-    "\ud83d\udd25": 81,
-    "\ud83d\udd11": 82,
-    "\ud83d\udc40": 83,
-    "\ud83c\udfc3": 84,
-    "\u200d": 85,
-    "\u2640": 86,
-    "\ud83d\udea8": 87,
-    "\ud83d\udd17": 88,
-    "\ud83d\ude80": 89,
-    "\ud83e\uddd0": 90,
-    "\ud83d\uddd3": 91,
-    "\ud83d\udcac": 92,
-    "\u26a0": 93,
-    "\ud83d\ude31": 94,
-    "\ud83c\udf0d": 95,
-    "\ud83e\udee7": 96,
-    "\ud83e\udd76": 97,
-    "\ud83d\udc64": 98,
-    "\ud83c\udf89": 99,
-    "\ud83d\udcc8": 100,
-    "\ud83c\udf38": 101,
-    "\u00a0": 102,
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-    "\u2122": 104,
-    "\u00f1": 105,
-    "\u263a": 106,
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-    "\u26f3": 108,
-    "\u26a1": 109,
-    "\u23f0": 110,
-    "\u2728": 111,
-    "\u2018": 112,
-    "\ud83c\udfe0": 113,
-    "\ud83c\udfe1": 114,
-    "\u00ae": 115,
-    "\ud83d\udcb8": 116,
-    "~": 117,
-    "\ud83c\udf9f": 118,
-    "\ud83d\udd14": 119,
-    "\ud83d\ude97": 120,
-    "\ud83e\udde0": 121,
-    "\ud83c\udf0e": 122,
-    "\u2011": 123
+    "=": 57,
+    "<": 58,
+    ">": 59
   },
-  "next_id": 124
+  "next_id": 60
 }