{ "schema_version": 1, "model": { "id": "harrrshall/BarunLM-35M", "parameters": 35072768, "training_tokens": 5699985408, "checkpoint_sha256": "f2a7c88b9f2c2e3584809081407ab136795d82e30e89b730e007781c45d01447" }, "protocol": { "harness": "lm-eval==0.4.12", "num_fewshot": 0, "dtype": "bfloat16", "seed": 1234, "bootstrap_iterations": 10000, "tasks": [ "arc_challenge", "arc_easy", "boolq", "hellaswag", "lambada_openai", "openbookqa", "piqa", "sciq", "winogrande" ], "decontamination": { "method": "correctness-blind exact 13-token scan over the complete training history", "training_tokens_scanned": 5700000000, "excluded_samples": 1854 } }, "results": { "macro_accuracy": 0.4101019372910188, "task_scores": { "arc_challenge": 0.222990492653414, "arc_easy": 0.38862761864044465, "boolq": 0.5593303791235844, "hellaswag": 0.2899662473151273, "lambada_openai": 0.2450731707317073, "openbookqa": 0.28, "piqa": 0.5926950747094631, "sciq": 0.5992115637319316, "winogrande": 0.5130228887134964 } }, "comparisons": [ { "id": "LiquidAI/LFM2.5-230M-Base", "revision": "9d2be5519834990d30996f878b6771cccbd24f2c", "parameters": 229693184, "macro_accuracy": 0.39197443061078113, "barunlm_lead": 0.01812750668023767, "barunlm_lead_ci95": [0.00919175854904696, 0.02710881312805468] }, { "id": "EleutherAI/pythia-160m-deduped", "revision": "582159a2dfe3e712a8d47ae83dec95ae3bde8e7e", "parameters": 162322944, "macro_accuracy": 0.3734593023210671, "barunlm_lead": 0.036642634969951675, "barunlm_lead_ci95": [0.02735687681514485, 0.04598902006059502] }, { "id": "StentorLabs/Stentor-30M", "revision": "6a69098f55961cc0df3a0751e44082616e4afdfa", "parameters": 30419712, "macro_accuracy": 0.3645857462123749, "barunlm_lead": 0.045516191078643894, "barunlm_lead_ci95": [0.03729788428965733, 0.05363598444691119] }, { "id": "roneneldan/TinyStories-33M", "revision": "2ad0a164221b7c4d21cac7c46aec74f6f98dbfc8", "parameters": 68514048, "macro_accuracy": 0.33156687160177734, "barunlm_lead": 0.07853506568924143, "barunlm_lead_ci95": [0.0686233699582622, 0.08816152027826075], "scope": "narrow-domain diagnostic" }, { "id": "EleutherAI/pythia-70m-deduped", "revision": "e93a9faa9c77e5d09219f6c868bfc7a1bd65593c", "parameters": 70426624, "macro_accuracy": 0.3171108992671423, "barunlm_lead": 0.09299103802387654, "barunlm_lead_ci95": [0.08290362117614143, 0.10295299346141393] } ], "evidence_sha256": { "candidate_results": "0e0137bd990a6c0c0d8e12a53cd58dc7ab1faec928cecc5df630572deb13248e", "peer_summary": "16ec0e53ac64e2bca9f4cf28be561ab8172d8a35bcc82cf6f810a288942054f4", "lfm_pair_summary": "f3ba7d8c1ba50bc1fe34aaa546d3c4746a97f4526147a9d53127328fe2c60ee7" } }