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Model: lldois/v30_soup_v19_v21_v26_w45_35_20 Source: Original Platform
2026-07-21 20:18:10 +08:00
commit 1ebc36f84a
10 changed files with 426 additions and 0 deletions
--- a/experiment_recipe.json
+++ b/experiment_recipe.json
@@ -0,0 +1,73 @@
+{
+  "created_at": "2026-07-12 04:25:42",
+  "name": "v30_soup_v19_v21_v26_w45_35_20",
+  "method": "weighted_model_soup",
+  "sources": [
+    {
+      "path": "/home/ll/llm4rec/experiments/outputs/v19_v15_dualmode_fast_lr5e6_ep055",
+      "weight": 0.45
+    },
+    {
+      "path": "/home/ll/llm4rec/experiments/outputs/v21_v15_user_repair_rec_fast_lr4e6_ep055",
+      "weight": 0.35
+    },
+    {
+      "path": "/home/ll/llm4rec/experiments/outputs/v26_v21_product_rec_rebalance_lr22e6_ep032",
+      "weight": 0.2
+    }
+  ],
+  "source_scores": {
+    "v19": {
+      "total": 0.8855,
+      "item": 0.2146,
+      "user": [
+        0.0855,
+        0.0337
+      ],
+      "rec": [
+        0.0768,
+        0.102,
+        0.1344,
+        0.1143
+      ],
+      "world": 0.1242,
+      "eval_time_min": 48.11
+    },
+    "v21": {
+      "total": 0.88,
+      "item": 0.2146,
+      "user": [
+        0.0881,
+        0.0347
+      ],
+      "rec": [
+        0.0576,
+        0.1122,
+        0.1358,
+        0.1098
+      ],
+      "world": 0.1271,
+      "eval_time_min": 47.61
+    },
+    "v26": {
+      "total": 0.8804,
+      "item": 0.2146,
+      "user": [
+        0.0895,
+        0.0344
+      ],
+      "rec": [
+        0.0768,
+        0.0986,
+        0.133,
+        0.1116
+      ],
+      "world": 0.1219,
+      "eval_time_min": 45.73
+    }
+  },
+  "rationale": "Average related CoT-native checkpoints from the same architecture to combine v19 total/rec4, v21 user/world signal, and v26 user1/rec1/speed without adding inference-time cost.",
+  "cot_policy": "No v7 final-only checkpoint is used. All sources are CoT-native continuations.",
+  "reproduce": "demo/LLaMA-Factory/.venv/bin/python experiments/model_soup.py --name v30_soup_v19_v21_v26_w45_35_20 --overwrite",
+  "runtime_seconds": 2.36
+}