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Lamini 66

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "earnings-ft-llama2-7b-chat-hf", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 3.1176470588235294 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 2.742857142857143 }, "earnings_precision_score": { "earnings_precision_score": 0 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 2.336842105263158 }, "icd11_precision_score": { "icd11_precision_score": 0.16842105263157894 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.41, "exact_match_stderr,strict-match": 0.049431107042371025, "exact_match,flexible-extract": 0.42, "exact_match_stderr,flexible-extract": 0.04960449637488583, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 12.194776475473436, "bleu_max_stderr,none": 1.2701523429047132, "bleu_acc,none": 0.45, "bleu_acc_stderr,none": 0.049999999999999996, "bleu_diff,none": -0.9337244318464067, "bleu_diff_stderr,none": 0.9745288208534106, "rouge1_max,none": 32.472453943146135, "rouge1_max_stderr,none": 1.7844603640648615, "rouge1_acc,none": 0.45, "rouge1_acc_stderr,none": 0.049999999999999996, "rouge1_diff,none": -1.5556741150691888, "rouge1_diff_stderr,none": 1.520284343035022, "rouge2_max,none": 22.486325099302917, "rouge2_max_stderr,none": 1.8556650316966448, "rouge2_acc,none": 0.43, "rouge2_acc_stderr,none": 0.049756985195624284, "rouge2_diff,none": -2.08816397304618, "rouge2_diff_stderr,none": 1.588498359536718, "rougeL_max,none": 29.906684059868695, "rougeL_max_stderr,none": 1.8004049872376318, "rougeL_acc,none": 0.43, "rougeL_acc_stderr,none": 0.049756985195624284, "rougeL_diff,none": -1.6994111526576103, "rougeL_diff_stderr,none": 1.474902521555414, "alias": "truthfulqa_gen" } }

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "icd-ft-mistral-7b-instruct-hf", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 3.1875 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 2.2363636363636363 }, "earnings_precision_score": { "earnings_precision_score": 0.01818181818181818 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 2.2888888888888888 }, "icd11_precision_score": { "icd11_precision_score": 0.2 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.34, "exact_match_stderr,strict-match": 0.047609522856952344, "exact_match,flexible-extract": 0.34, "exact_match_stderr,flexible-extract": 0.047609522856952344, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 17.795881878483, "bleu_max_stderr,none": 1.813182129677248, "bleu_acc,none": 0.53, "bleu_acc_stderr,none": 0.050161355804659205, "bleu_diff,none": -2.125661702465655, "bleu_diff_stderr,none": 1.434744252223102, "rouge1_max,none": 39.008845311741894, "rouge1_max_stderr,none": 2.114340485165445, "rouge1_acc,none": 0.52, "rouge1_acc_stderr,none": 0.050211673156867795, "rouge1_diff,none": -1.6407676542576224, "rouge1_diff_stderr,none": 1.797673507015776, "rouge2_max,none": 27.163127972432466, "rouge2_max_stderr,none": 2.1194097651441424, "rouge2_acc,none": 0.49, "rouge2_acc_stderr,none": 0.05024183937956913, "rouge2_diff,none": -2.254914453263179, "rouge2_diff_stderr,none": 1.9148845239446861, "rougeL_max,none": 36.01824298531865, "rougeL_max_stderr,none": 2.128032657919697, "rougeL_acc,none": 0.53, "rougeL_acc_stderr,none": 0.05016135580465919, "rougeL_diff,none": -1.8971433636477628, "rougeL_diff_stderr,none": 1.8261427558039585, "alias": "truthfulqa_gen" } }

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "meta-llama/Llama-2-7b-chat-hf", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 29.86666666666667 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 27.2 }, "earnings_precision_score": { "earnings_precision_score": 0 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 23.75 }, "icd11_precision_score": { "icd11_precision_score": 10 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 44, "exact_match_stderr,strict-match": 0.0498887651569859, "exact_match,flexible-extract": 0.44, "exact_match_stderr,flexible-extract": 0.0498887651569859, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 1.928295670057958, "bleu_max_stderr,none": 0.21844087821459718, "bleu_acc,none": 53, "bleu_acc_stderr,none": 0.05016135580465919, "bleu_diff,none": -0.28039066629082116, "bleu_diff_stderr,none": 0.2687812245361089, "rouge1_max,none": 8.106351515356726, "rouge1_max_stderr,none": 0.5394494889412037, "rouge1_acc,none": 0.56, "rouge1_acc_stderr,none": 0.04988876515698589, "rouge1_diff,none": -0.10033640650632185, "rouge1_diff_stderr,none": 0.4499055674538835, "rouge2_max,none": 4.611924940926293, "rouge2_max_stderr,none": 0.44991649978025877, "rouge2_acc,none": 0.41, "rouge2_acc_stderr,none": 0.04943110704237102, "rouge2_diff,none": -0.5172986141791425, "rouge2_diff_stderr,none": 0.44864638136226215, "rougeL_max,none": 7.66025879872884, "rougeL_max_stderr,none": 0.5166593794959309, "rougeL_acc,none": 0.5, "rougeL_acc_stderr,none": 0.050251890762960605, "rougeL_diff,none": -0.09822859534383879, "rougeL_diff_stderr,none": 0.3824567983650125, "alias": "truthfulqa_gen" } }

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "meta-llama/Llama-2-7b-chat-hf", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 3.0933333333333333 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 2.8285714285714287 }, "earnings_precision_score": { "earnings_precision_score": 0 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 2.231578947368421 }, "icd11_precision_score": { "icd11_precision_score": 0.18947368421052632 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.41, "exact_match_stderr,strict-match": 0.049431107042371025, "exact_match,flexible-extract": 0.42, "exact_match_stderr,flexible-extract": 0.04960449637488583, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 12.194776475473436, "bleu_max_stderr,none": 1.2701523429047132, "bleu_acc,none": 0.45, "bleu_acc_stderr,none": 0.049999999999999996, "bleu_diff,none": -0.9337244318464067, "bleu_diff_stderr,none": 0.9745288208534106, "rouge1_max,none": 32.472453943146135, "rouge1_max_stderr,none": 1.7844603640648615, "rouge1_acc,none": 0.45, "rouge1_acc_stderr,none": 0.049999999999999996, "rouge1_diff,none": -1.5556741150691888, "rouge1_diff_stderr,none": 1.520284343035022, "rouge2_max,none": 22.486325099302917, "rouge2_max_stderr,none": 1.8556650316966448, "rouge2_acc,none": 0.43, "rouge2_acc_stderr,none": 0.049756985195624284, "rouge2_diff,none": -2.08816397304618, "rouge2_diff_stderr,none": 1.588498359536718, "rougeL_max,none": 29.906684059868695, "rougeL_max_stderr,none": 1.8004049872376318, "rougeL_acc,none": 0.43, "rougeL_acc_stderr,none": 0.049756985195624284, "rougeL_diff,none": -1.6994111526576103, "rougeL_diff_stderr,none": 1.474902521555414, "alias": "truthfulqa_gen" } }

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "mistralai/Mistral-7B-Instruct-v0.2", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 3.085714285714286 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 2.1333333333333333 }, "earnings_precision_score": { "earnings_precision_score": 0 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 2.3466666666666667 }, "icd11_precision_score": { "icd11_precision_score": 0.21333333333333335 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.41, "exact_match_stderr,strict-match": 0.049431107042371025, "exact_match,flexible-extract": 0.43, "exact_match_stderr,flexible-extract": 0.049756985195624284, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 3.9853038925241346, "bleu_max_stderr,none": 0.4599745290137117, "bleu_acc,none": 0.5, "bleu_acc_stderr,none": 0.050251890762960605, "bleu_diff,none": 0.2539505695519143, "bleu_diff_stderr,none": 0.3445461921254501, "rouge1_max,none": 15.959545204755843, "rouge1_max_stderr,none": 0.8734317946158707, "rouge1_acc,none": 0.63, "rouge1_acc_stderr,none": 0.048523658709391, "rouge1_diff,none": 0.9321595597374267, "rouge1_diff_stderr,none": 0.6103034665596146, "rouge2_max,none": 8.748412220315199, "rouge2_max_stderr,none": 0.7830923377390604, "rouge2_acc,none": 0.53, "rouge2_acc_stderr,none": 0.05016135580465919, "rouge2_diff,none": 0.4329484330989879, "rouge2_diff_stderr,none": 0.618264964008637, "rougeL_max,none": 13.907226627104633, "rougeL_max_stderr,none": 0.8318842778039881, "rougeL_acc,none": 0.58, "rougeL_acc_stderr,none": 0.049604496374885836, "rougeL_diff,none": 0.7692567207024972, "rougeL_diff_stderr,none": 0.5605802755586689, "alias": "truthfulqa_gen" } }

{ "model": "GPT4Model", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 50, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "gpt-4-turbo-preview", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 3.18 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 2.42 }, "earnings_precision_score": { "earnings_precision_score": 0.06 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 2.32 }, "icd11_precision_score": { "icd11_precision_score": 0.24 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.5, "exact_match_stderr,strict-match": 0.07142857142857142, "exact_match,flexible-extract": 0.56, "exact_match_stderr,flexible-extract": 0.07091242083423345, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 17.412843813330753, "bleu_max_stderr,none": 3.5107529042869725, "bleu_acc,none": 0.5, "bleu_acc_stderr,none": 0.07142857142857142, "bleu_diff,none": 2.6232948753008287, "bleu_diff_stderr,none": 1.5697390102595539, "rouge1_max,none": 36.53959310576969, "rouge1_max_stderr,none": 3.576250657485817, "rouge1_acc,none": 0.58, "rouge1_acc_stderr,none": 0.07050835816716035, "rouge1_diff,none": 3.2546797467837028, "rouge1_diff_stderr,none": 1.624713032868973, "rouge2_max,none": 25.96841315911483, "rouge2_max_stderr,none": 3.8193443097505115, "rouge2_acc,none": 0.5, "rouge2_acc_stderr,none": 0.07142857142857142, "rouge2_diff,none": 2.129828243762446, "rouge2_diff_stderr,none": 1.8201313792918536, "rougeL_max,none": 33.61539686833257, "rougeL_max_stderr,none": 3.6324740440785726, "rougeL_acc,none": 0.58, "rougeL_acc_stderr,none": 0.07050835816716035, "rougeL_diff,none": 2.793595307223977, "rougeL_diff_stderr,none": 1.5676667673822502, "alias": "truthfulqa_gen" } }

{ "model": "LaminiModel", "model_args": null, "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": 100, "bootstrap_iters": 100000, "gen_kwargs": null, "model_dtype": "bfloat16", "model_name": "products-ft-llama2-7b-chat-hf", "model_sha": "main" }

{ "product_response_subjective_score": { "product_response_subjective_score": 2.823529411764706 }, "product_id_precision_score": { "product_id_precision_score": 0 }, "earnings_response_subjective_score": { "earnings_response_subjective_score": 1.3 }, "earnings_precision_score": { "earnings_precision_score": 0 }, "icd11_response_subjective_score": { "icd11_response_subjective_score": 1 }, "icd11_precision_score": { "icd11_precision_score": 0.042105263157894736 }, "mmlu_flan_n_shot_generative_global_facts": { "exact_match,strict-match": 0.24, "exact_match_stderr,strict-match": 0.04292346959909281, "exact_match,flexible-extract": 0.29, "exact_match_stderr,flexible-extract": 0.045604802157206845, "alias": "mmlu_flan_n_shot_generative_global_facts" }, "truthfulqa_gen": { "bleu_max,none": 6.531036466069969, "bleu_max_stderr,none": 0.9043289680312812, "bleu_acc,none": 0.46, "bleu_acc_stderr,none": 0.05009082659620332, "bleu_diff,none": -0.9323317213212583, "bleu_diff_stderr,none": 0.8067385601751962, "rouge1_max,none": 20.89456732926107, "rouge1_max_stderr,none": 1.4865748512002068, "rouge1_acc,none": 0.44, "rouge1_acc_stderr,none": 0.04988876515698589, "rouge1_diff,none": -0.9440419957596459, "rouge1_diff_stderr,none": 1.0937789188254103, "rouge2_max,none": 13.502001575762279, "rouge2_max_stderr,none": 1.3536063014199604, "rouge2_acc,none": 0.4, "rouge2_acc_stderr,none": 0.049236596391733084, "rouge2_diff,none": -1.2095201954204824, "rouge2_diff_stderr,none": 1.1259112814340064, "rougeL_max,none": 19.029126902563377, "rougeL_max_stderr,none": 1.4521123787780108, "rougeL_acc,none": 0.4, "rougeL_acc_stderr,none": 0.049236596391733084, "rougeL_diff,none": -0.9873337635962663, "rougeL_diff_stderr,none": 0.9428926541420342, "alias": "truthfulqa_gen" } }