{ "model": "EleutherAI/pythia-1b", "n_prompts": 100, "seq_len": 1100, "distances": [ 10, 20, 30, 50, 100, 200, 500, 1000 ], "fit_distances": [ 30, 50, 100, 200, 500, 1000 ], "results_per_class": { "PUNCT": { "gamma": 0.2246708151107665, "r2": 0.2957597952909724, "n_queries": 67705, "means_per_d": { "10": 0.009553949017107329, "20": 0.004909633214657123, "30": 0.003418084085778153, "50": 0.002242935545722749, "100": 0.0015559094148725923, "200": 0.0010023041960998578, "500": 0.0007613012430756139, "1000": 0.002169432312586328 } }, "COMMON": { "gamma": 0.12301682332659016, "r2": 0.08480489378177192, "n_queries": 176224, "means_per_d": { "10": 0.00820340235319055, "20": 0.004018882758558712, "30": 0.0027472936608260467, "50": 0.0019313373152108613, "100": 0.0015103531072477479, "200": 0.000907947002256553, "500": 0.0007121923696445134, "1000": 0.0028085027561016752 } }, "RARE": { "gamma": -0.11172827606855157, "r2": 0.038377803607796857, "n_queries": 19681, "means_per_d": { "10": 0.006779983114670504, "20": 0.0034277609300277373, "30": 0.0024965771438588227, "50": 0.001818577710485751, "100": 0.001592096605244473, "200": 0.0009472472142429144, "500": 0.0008539385590816568, "1000": 0.0070645468378508535 } }, "NUMERIC": { "gamma": 0.15279454850018664, "r2": 0.12606423897305286, "n_queries": 11456, "means_per_d": { "10": 0.008487805864280294, "20": 0.0036661966841048956, "30": 0.002659999558170761, "50": 0.001936049460430504, "100": 0.0013715839043992465, "200": 0.0009419402108453574, "500": 0.0006142259852306263, "1000": 0.002518095334984621 } }, "WHITESP": { "gamma": 0.5363952831125038, "r2": 0.7613349332626967, "n_queries": 3108, "means_per_d": { "10": 0.003930726958617291, "20": 0.0036198270849574447, "30": 0.0024071913079301344, "50": 0.002066257173922952, "100": 0.0022580054510070616, "200": 0.0015699543872801196, "500": 0.0010837609974705443, "1000": 0.00027048688823893917 } }, "MID": { "gamma": 0.10735627775655544, "r2": 0.09026029816283054, "n_queries": 189826, "means_per_d": { "10": 0.007354267455411016, "20": 0.003749796488878495, "30": 0.00256299730998833, "50": 0.0019151222754204699, "100": 0.0015491446045259422, "200": 0.0009095697220157391, "500": 0.0008648605044025502, "1000": 0.0025259429366056817 } } }, "summary": { "PUNCT": { "gamma": 0.2246708151107665, "r2": 0.2957597952909724, "n": 67705 }, "COMMON": { "gamma": 0.12301682332659016, "r2": 0.08480489378177192, "n": 176224 }, "RARE": { "gamma": -0.11172827606855157, "r2": 0.038377803607796857, "n": 19681 }, "NUMERIC": { "gamma": 0.15279454850018664, "r2": 0.12606423897305286, "n": 11456 }, "WHITESP": { "gamma": 0.5363952831125038, "r2": 0.7613349332626967, "n": 3108 }, "MID": { "gamma": 0.10735627775655544, "r2": 0.09026029816283054, "n": 189826 } } }