v2.4 ecosystem training stats

training/v2.4-ecosystem-stats.json

@@ -0,0 +1,47 @@
+{
+  "version": "2.4",
+  "release_date": "2026-01-20",
+  "sota_metrics": {
+    "total_triplets": 2545,
+    "base_triplets": 1078,
+    "ecosystem_triplets": 1467,
+    "embedding_accuracy": 0.8823,
+    "hard_negative_accuracy": 0.8117,
+    "hybrid_routing_accuracy": 1.0,
+    "validation_tests": 62,
+    "validation_accuracy": 1.0
+  },
+  "capabilities": {
+    "claude_flow": {
+      "cli_commands": 26,
+      "subcommands": 179,
+      "agent_types": 58,
+      "hooks": 27,
+      "workers": 12,
+      "skills": 29
+    },
+    "agentic_flow": {
+      "capabilities": 18,
+      "cli_commands": 17,
+      "agent_types": 33,
+      "mcp_tools": 32,
+      "learning_algorithms": 9
+    },
+    "ruvector": {
+      "rust_crates": 22,
+      "npm_packages": 12,
+      "cli_commands": 6,
+      "attention_types": 6,
+      "graph_algorithms": 4,
+      "hardware_backends": 3
+    }
+  },
+  "training_config": {
+    "epochs": 30,
+    "batch_size": 32,
+    "learning_rate": 2e-05,
+    "loss": "triplet + infonce",
+    "margin": 0.5,
+    "temperature": 0.07
+  }
+}