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Model: Luimas/claim-extractor-detective-qwen3b
Source: Original Platform

benchmarks/benchmarks.json

@@ -0,0 +1,75 @@
+{
+  "models": {
+    "student": "unsloth/Qwen2.5-3B-Instruct-bnb-4bit",
+    "teacher": "Qwen/Qwen2.5-14B-Instruct"
+  },
+  "n_train_examples": 1471,
+  "n_val_examples": 127,
+  "held_out_validity": 1.0,
+  "held_out_avg_claims": 2.45,
+  "base": {
+    "n": 15,
+    "validity": 1.0,
+    "avg_claims": 2.067,
+    "avg_verification_questions": 3.71,
+    "pct_claims_with_3plus_questions": 1,
+    "contradiction_recall": 1.0,
+    "date_extraction_rate": 1.0,
+    "evidence_verbatim_rate": 1.0,
+    "avg_claim_words": 5.548,
+    "sarcasm_handling": 0.75,
+    "avg_latency_s": 30.214
+  },
+  "teacher": {
+    "n": 15,
+    "validity": 0.933,
+    "avg_claims": 2.357,
+    "avg_verification_questions": 3.242,
+    "pct_claims_with_3plus_questions": 1,
+    "contradiction_recall": 1.0,
+    "date_extraction_rate": 1.0,
+    "evidence_verbatim_rate": 1.0,
+    "avg_claim_words": 7.333,
+    "sarcasm_handling": 1.0,
+    "avg_latency_s": 60.618
+  },
+  "finetuned": {
+    "n": 15,
+    "validity": 1.0,
+    "avg_claims": 2.067,
+    "avg_verification_questions": 3,
+    "pct_claims_with_3plus_questions": 1,
+    "contradiction_recall": 0.75,
+    "date_extraction_rate": 1.0,
+    "evidence_verbatim_rate": 1.0,
+    "avg_claim_words": 7.806,
+    "sarcasm_handling": 1.0,
+    "avg_latency_s": 25.992
+  },
+  "improvement_vs_base": {
+    "validity": 0.0,
+    "avg_claims": 0.0,
+    "avg_verification_questions": -0.71,
+    "pct_claims_with_3plus_questions": 0,
+    "contradiction_recall": -0.25,
+    "date_extraction_rate": 0.0,
+    "evidence_verbatim_rate": 0.0,
+    "sarcasm_handling": 0.25,
+    "avg_claim_words": 2.258,
+    "avg_latency_s": -4.222
+  },
+  "finetuned_vs_teacher": {
+    "validity": 0.067,
+    "avg_claims": -0.29,
+    "avg_verification_questions": -0.242,
+    "pct_claims_with_3plus_questions": 0,
+    "contradiction_recall": -0.25,
+    "date_extraction_rate": 0.0,
+    "evidence_verbatim_rate": 0.0,
+    "sarcasm_handling": 0.0,
+    "avg_claim_words": 0.473,
+    "avg_latency_s": -34.626
+  },
+  "n_benchmark_cases": 15,
+  "timestamp": "2026-06-07 19:56:00"
+}