{ "machine_info": { "node": "aws-general-8-plus-use1-public-80-b9nl2-runner-29b2n", "processor": "x86_64", "machine": "x86_64", "python_compiler": "GCC 13.3.0", "python_implementation": "CPython", "python_implementation_version": "3.12.3", "python_version": "3.12.3", "python_build": [ "main", "Mar 23 2026 19:04:32" ], "release": "6.12.94-123.192.amzn2023.x86_64", "system": "Linux", "cpu": { "python_version": "3.12.3.final.0 (64 bit)", "cpuinfo_version": [ 9, 0, 0 ], "cpuinfo_version_string": "9.0.0", "arch": "X86_64", "bits": 64, "count": 48, "arch_string_raw": "x86_64", "vendor_id_raw": "GenuineIntel", "brand_raw": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "hz_advertised_friendly": "2.9000 GHz", "hz_actual_friendly": "3.5034 GHz", "hz_advertised": [ 2900000000, 0 ], "hz_actual": [ 3503369000, 0 ], "stepping": 6, "model": 106, "family": 6, "flags": [ "3dnowprefetch", "abm", "adx", "aes", "aperfmperf", "apic", "arat", "arch_capabilities", "avx", "avx2", "avx512_bitalg", "avx512_vbmi2", "avx512_vnni", "avx512_vpopcntdq", "avx512bitalg", "avx512bw", "avx512cd", "avx512dq", "avx512f", "avx512ifma", "avx512vbmi", "avx512vbmi2", "avx512vl", "avx512vnni", "avx512vpopcntdq", "bmi1", "bmi2", "clflush", "clflushopt", "clwb", "cmov", "constant_tsc", "cpuid", "cpuid_fault", "cx16", "cx8", "de", "erms", "f16c", "flush_l1d", "fma", "fpu", "fsgsbase", "fxsr", "gfni", "ht", "hypervisor", "ibpb", "ibrs", "ibrs_enhanced", "ida", "invpcid", "lahf_lm", "lm", "mca", "mce", "md_clear", "mmx", "movbe", "msr", "mtrr", "nonstop_tsc", "nopl", "nx", "ospke", "osxsave", "pae", "pat", "pcid", "pclmulqdq", "pdpe1gb", "pge", "pku", "pni", "popcnt", "pse", "pse36", "rdpid", "rdrand", "rdrnd", "rdseed", "rdtscp", "rep_good", "sep", "sha", "sha_ni", "smap", "smep", "ss", "ssbd", "sse", "sse2", "sse4_1", "sse4_2", "ssse3", "stibp", "syscall", "tme", "tsc", "tsc_adjust", "tsc_deadline_timer", "tsc_known_freq", "tscdeadline", "vaes", "vme", "vpclmulqdq", "wbnoinvd", "x2apic", "xgetbv1", "xsave", "xsavec", "xsaveopt", "xsaves", "xtopology" ], "l3_cache_size": 56623104, "l2_cache_size": 31457280, "l1_data_cache_size": "1.1 MiB", "l1_instruction_cache_size": 786432, "l2_cache_line_size": 256, "l2_cache_associativity": 6 } }, "commit_info": { "id": "ddba55e16bfbac02b18c6ec3d296b29cd7aa5f00", "time": "2026-08-05T04:00:11+02:00", "author_time": "2026-08-05T04:00:11+02:00", "dirty": false, "project": "tokenizers", "branch": "main" }, "benchmarks": [ { "group": null, "name": "test_encode", "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 2.239452578000055, "max": 2.2979066940006305, "mean": 2.2735317709336718, "stddev": 0.01749061536273718, "rounds": 15, "median": 2.274187757000618, "iqr": 0.02183995149925977, "q1": 2.264976982749886, "q3": 2.2868169342491456, "iqr_outliers": 0, "stddev_outliers": 6, "outliers": "6;0", "ld15iqr": 2.239452578000055, "hd15iqr": 2.2979066940006305, "ops": 0.43984430426029625, "total": 34.102976564005075, "data": [ 2.2957084630015743, 2.2979066940006305, 2.274187757000618, 2.280627710000772, 2.2917062530013936, 2.2740782190012396, 2.2648286599996936, 2.287948437999148, 2.283422422999138, 2.2733606780002447, 2.2761376180005755, 2.2473882529993716, 2.239452578000055, 2.250800869000159, 2.2654219510004623 ], "iterations": 1 } }, { "group": null, "name": "test_encode_batch", "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.590781725000852, "max": 0.6552125720008917, "mean": 0.6270396544667165, "stddev": 0.01815211536470306, "rounds": 15, "median": 0.6325341329993535, "iqr": 0.023039872998197097, "q1": 0.6140401810012008, "q3": 0.6370800539993979, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 0.590781725000852, "hd15iqr": 0.6552125720008917, "ops": 1.5947954692761468, "total": 9.405594817000747, "data": [ 0.6380298490003042, 0.6082342330009851, 0.6116797040012898, 0.590781725000852, 0.6220547119992261, 0.6375907029996597, 0.6552125720008917, 0.6355481069986126, 0.621121612000934, 0.6325341329993535, 0.6329226340003515, 0.6537597740007186, 0.6005413379989477, 0.6314517659993726, 0.6341319549992477 ], "iterations": 1 } }, { "group": null, "name": "test_encode_batch_multithreaded", "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch_multithreaded", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.5918449029995827, "max": 0.6550677870000072, "mean": 0.6258502204664789, "stddev": 0.021244633885266904, "rounds": 15, "median": 0.6253641710009106, "iqr": 0.03709021274926272, "q1": 0.6092346049999833, "q3": 0.646324817749246, "iqr_outliers": 0, "stddev_outliers": 6, "outliers": "6;0", "ld15iqr": 0.5918449029995827, "hd15iqr": 0.6550677870000072, "ops": 1.597826392478775, "total": 9.387753306997183, "data": [ 0.6084151920003933, 0.6550677870000072, 0.6174454070005595, 0.5918449029995827, 0.653801858999941, 0.5931833479990019, 0.6116928439987532, 0.6535391659999732, 0.6305796890010242, 0.6193743999992876, 0.6081928419989708, 0.6302131219999865, 0.6409082299996953, 0.6481303469990962, 0.6253641710009106 ], "iterations": 1 } }, { "group": null, "name": "test_encode", "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 2.879891061998933, "max": 3.0288313860000926, "mean": 2.9666200736669754, "stddev": 0.04315944048615316, "rounds": 15, "median": 2.9738484019999305, "iqr": 0.05409628150073331, "q1": 2.938576210500287, "q3": 2.99267249200102, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 2.879891061998933, "hd15iqr": 3.0288313860000926, "ops": 0.337083945759162, "total": 44.49930110500463, "data": [ 2.879891061998933, 2.9621163150004577, 2.9063416509998206, 2.99006283000017, 2.9716246580010193, 2.9695969210006297, 2.9953541949998908, 2.904096083000695, 3.0288313860000926, 2.990276812000957, 3.019635255999674, 2.93072950900023, 2.9738484019999305, 2.9934710520010412, 2.9834249730010924 ], "iterations": 1 } }, { "group": null, "name": "test_encode_batch", "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.6763390010000876, "max": 0.7355172669995227, "mean": 0.7102923577330027, "stddev": 0.018977063199915517, "rounds": 15, "median": 0.7126498079996963, "iqr": 0.02585854249946351, "q1": 0.6993542502500532, "q3": 0.7252127927495167, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 0.6763390010000876, "hd15iqr": 0.7355172669995227, "ops": 1.407870983142265, "total": 10.65438536599504, "data": [ 0.6897919479997654, 0.7346667979982158, 0.7185934690005524, 0.6770782399999007, 0.6979044620002242, 0.7263642960006109, 0.7251781509985449, 0.7252243399998406, 0.7059567719988991, 0.7046323579997988, 0.7355172669995227, 0.7037036149995402, 0.6763390010000876, 0.7126498079996963, 0.7207848409998405 ], "iterations": 1 } }, { "group": null, "name": "test_encode_fast", "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_fast", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.5543322030007403, "max": 0.6045595699997648, "mean": 0.5739414862667521, "stddev": 0.017155987557110425, "rounds": 15, "median": 0.5707131330000266, "iqr": 0.020227735000389657, "q1": 0.560860971999773, "q3": 0.5810887070001627, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 0.5543322030007403, "hd15iqr": 0.6045595699997648, "ops": 1.7423378931963593, "total": 8.609122294001281, "data": [ 0.5543322030007403, 0.6012150560000009, 0.5727478839999094, 0.5813144559997454, 0.5757647530008398, 0.5626242460002686, 0.5548354879992985, 0.5635665879999578, 0.5602732139996078, 0.6031464789994061, 0.5804114600014145, 0.6045595699997648, 0.5707131330000266, 0.5597535800006881, 0.5638641839996126 ], "iterations": 1 } }, { "group": null, "name": "test_encode_batch_multithreaded", "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch_multithreaded", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.6774068360009551, "max": 0.7503850520006381, "mean": 0.7260484426002222, "stddev": 0.017903355666220727, "rounds": 15, "median": 0.7271693590009818, "iqr": 0.01302712175038323, "q1": 0.723471929000425, "q3": 0.7364990507508082, "iqr_outliers": 2, "stddev_outliers": 4, "outliers": "4;2", "ld15iqr": 0.7224186370003736, "hd15iqr": 0.7503850520006381, "ops": 1.3773185662635206, "total": 10.890726639003333, "data": [ 0.7377173910008423, 0.7224186370003736, 0.7271693590009818, 0.7251233789993421, 0.7302969559987105, 0.7229422250002244, 0.7503850520006381, 0.6774068360009551, 0.6986103760009428, 0.732844030000706, 0.7318009110003914, 0.7256526029996166, 0.7455215909994877, 0.7377762519990938, 0.7250610410010268 ], "iterations": 1 } }, { "group": null, "name": "test_decode_batch", "fullname": "tests/test_benchmarks.py::TestLlama3::test_decode_batch", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.002879065999877639, "max": 0.0032883460007724352, "mean": 0.0029858900000734466, "stddev": 5.8763455196182125e-05, "rounds": 311, "median": 0.0029800070005876478, "iqr": 7.29639991732256e-05, "q1": 0.0029441729998325172, "q3": 0.003017136999005743, "iqr_outliers": 8, "stddev_outliers": 90, "outliers": "90;8", "ld15iqr": 0.002879065999877639, "hd15iqr": 0.0031309179994423175, "ops": 334.9085197295956, "total": 0.9286117900228419, "data": [ 0.0030632529997092206, 0.0030418059996009106, 0.0030243949986470398, 0.0029448200002661906, 0.003034503000890254, 0.002988999000081094, 0.00300230900029419, 0.0029696229994442547, 0.0029591420006909175, 0.002969830000438378, 0.0029219640000519576, 0.002947594999568537, 0.002905814000769169, 0.0029847170007997192, 0.0029898289994889637, 0.0029399390004982706, 0.0030152790004649432, 0.00301985800069815, 0.0030309159992611967, 0.003005140000823303, 0.0029908640008216025, 0.0029848909998690942, 0.002975445999254589, 0.0030262990003393497, 0.0030354460013768403, 0.003037137999854167, 0.003045524999834015, 0.003143294999972568, 0.0030592160001106095, 0.0030562890005967347, 0.0031104690006031888, 0.0030057029998715734, 0.002989303000504151, 0.0029596540007332806, 0.0030271720006567193, 0.0029445449999911943, 0.0029346330011321697, 0.0030745679996471154, 0.0030478820008283947, 0.0032883460007724352, 0.0030063160011195578, 0.003023470999323763, 0.0030299599984573433, 0.0030566129989892943, 0.003000272999997833, 0.0029093819994159276, 0.002917153000453254, 0.0029674680008611176, 0.0029359480013226857, 0.002949198998976499, 0.0029530270003306214, 0.0029365150003286544, 0.002997843999764882, 0.0028985459994146368, 0.0029582979987026192, 0.002978686001370079, 0.0029542339998442912, 0.0029578310004581, 0.0029931609988125274, 0.002933987998403609, 0.002988707999975304, 0.0030123300002742326, 0.002913197000452783, 0.0030875129996275064, 0.0030558779999410035, 0.00300345399955404, 0.003119312999842805, 0.0029598230012197746, 0.002936654000222916, 0.003008084999237326, 0.0030004580003151204, 0.0029955549998703646, 0.0029800070005876478, 0.0030413229997066082, 0.003011961998709012, 0.002950868998595979, 0.0029869610007153824, 0.0029218290001153946, 0.002925246000813786, 0.003043070999410702, 0.002980658000524272, 0.002991991999806487, 0.002999153000928345, 0.0030898320001142565, 0.0031309179994423175, 0.0030087909999565454, 0.0030511419990943978, 0.0030997630001365906, 0.0030140069993649377, 0.002937469000244164, 0.002930390000983607, 0.002956550000817515, 0.002879065999877639, 0.0029265960001794156, 0.0030865280004945816, 0.003055631999814068, 0.0029974970002513146, 0.0030209590004233178, 0.0029557630005001556, 0.0029734330000792397, 0.0030239169991546078, 0.002946992999568465, 0.0029381950007518753, 0.0029734830004599644, 0.00299475599967991, 0.0028813839999202173, 0.0029187310010456713, 0.0029794539987051394, 0.002968826000142144, 0.0029559559989138506, 0.002957135000542621, 0.002946118000181741, 0.0029199209984653862, 0.002918721998867113, 0.0028953649998584297, 0.002922996998677263, 0.0029269709993968718, 0.0030472529997496167, 0.0030094569992797915, 0.0029278349993546726, 0.002979986000354984, 0.0029248710015963297, 0.002939416999652167, 0.0029930290002084803, 0.0029302219991222955, 0.0030379090003407327, 0.0029281090010044863, 0.002966918000311125, 0.0029900690005888464, 0.0030259689992817584, 0.0030522040015057428, 0.0030304800002340926, 0.0029690730007132515, 0.0029564169999503065, 0.0030033710008865455, 0.0029700440009037266, 0.003035191000890336, 0.0030324889994517434, 0.0030056230007176055, 0.003043796001293231, 0.0030889700010447996, 0.003085520000240649, 0.003019228999619372, 0.0030832689990347717, 0.00313590999940061, 0.003017206998265465, 0.0029446389999066014, 0.0029746330001216847, 0.0029648529998667073, 0.0030105349997029407, 0.00295780699889292, 0.003114193999863346, 0.002988609001477016, 0.0029763169986836147, 0.003068504000111716, 0.003019667999978992, 0.0029464379986166023, 0.0029130660004739184, 0.0029567210003733635, 0.002933935000328347, 0.0029800550000800285, 0.002933853998911218, 0.0029454539999278495, 0.0029699430015170947, 0.0029985599994688528, 0.002957165001134854, 0.003001345001393929, 0.002909462000388885, 0.002929412001321907, 0.0029257339992909692, 0.002949729001556989, 0.0030051679987082025, 0.002953698000055738, 0.003006029999596649, 0.0029567540004791226, 0.0029608069999085274, 0.0029317690004972974, 0.0029512909986806335, 0.0028826489997300087, 0.0029264559998409823, 0.002954739999040612, 0.0029684940000151983, 0.002942145998531487, 0.0029119249993527774, 0.0029902690002927557, 0.003075433000049088, 0.002998709000166855, 0.0029814829995302716, 0.002982690000862931, 0.0029424479998851893, 0.0030001960003573913, 0.002969703000417212, 0.003000445998623036, 0.002991400000610156, 0.002999660000568838, 0.0030486380001093494, 0.0029495519993361086, 0.0030411719999392517, 0.0030693539993080776, 0.0030969280014687683, 0.003116235999186756, 0.003203588999895146, 0.0030798750012763776, 0.002978873000756721, 0.0030117850001261104, 0.0029538910002884222, 0.002987071000461583, 0.0030161280010361224, 0.003046064999580267, 0.0029856250002922025, 0.0030417130001296755, 0.003110705998551566, 0.0030412350006372435, 0.0030370889999176143, 0.003016769000169006, 0.0029707100002269726, 0.0029291219998413, 0.0029762730009679217, 0.002947412000139593, 0.0029173120001360076, 0.0029806200000166427, 0.0030496900017169537, 0.002998205998665071, 0.0029526980015361914, 0.002926414001194644, 0.0029046449999441393, 0.0029138620011508465, 0.0029482099998858757, 0.0029024249997746665, 0.0029396970003290335, 0.002936119999503717, 0.0030080379983701278, 0.0029861040002288064, 0.0029277679986989824, 0.002948391000245465, 0.002900282999689807, 0.0029866170007153414, 0.0030132649990264326, 0.003047644000616856, 0.0029220310007076478, 0.0028796320002584253, 0.002924996000729152, 0.0030291229995782487, 0.0030879429996275576, 0.003146478000417119, 0.003023182000106317, 0.002985892000651802, 0.0029595239993795985, 0.0029496400002244627, 0.0029389350002020365, 0.00295964399992954, 0.0030220930002542445, 0.002987514999404084, 0.002985776000059559, 0.003139521000775858, 0.003051643001526827, 0.0030430400001932867, 0.0030236900001909817, 0.002998316000230261, 0.0030586970005970215, 0.0029751090005447622, 0.003004734999194625, 0.0029452670005412074, 0.002889684999900055, 0.0029702070005441783, 0.002979053999297321, 0.002971821000755881, 0.00293014800081437, 0.002979356999276206, 0.0029268880007293774, 0.002892395999879227, 0.00292357299986179, 0.0029711090010096086, 0.0029917589999968186, 0.002995304001160548, 0.002982627000164939, 0.0029218300005595665, 0.0029514680009015137, 0.0029700909999519354, 0.002944048999779625, 0.002933428999313037, 0.003016927001226577, 0.002909613998781424, 0.0029316510008357, 0.002997992000018712, 0.0029182100006437395, 0.0029317759999685222, 0.0029020910005783662, 0.0029536620004364522, 0.0029181270001572557, 0.0029993010011821752, 0.003018542000063462, 0.00297775600120076, 0.002933619000032195, 0.0029596799995488254, 0.002988666999954148, 0.0029050719986116746, 0.002935532000265084, 0.003005410000696429, 0.002934353000455303, 0.002904782000769046, 0.0030035559993848437, 0.002981806001116638, 0.002957093998702476, 0.0029620810000778874, 0.00289878599869553, 0.0029107320006005466, 0.003140514998449362, 0.0030105969999567606, 0.002961799998956849, 0.002994562000822043 ], "iterations": 1 } }, { "group": null, "name": "test_async_encode_batch", "fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.6814327129995945, "max": 0.7938862040009553, "mean": 0.7146788193999479, "stddev": 0.03305455753014784, "rounds": 15, "median": 0.7115226130008523, "iqr": 0.029168661000312568, "q1": 0.6893563002499832, "q3": 0.7185249612502957, "iqr_outliers": 2, "stddev_outliers": 3, "outliers": "3;2", "ld15iqr": 0.6814327129995945, "hd15iqr": 0.7731949980006902, "ops": 1.3992299377776591, "total": 10.720182290999219, "data": [ 0.6927340290003485, 0.6890022640000097, 0.6814327129995945, 0.7181225130007078, 0.7128961049984355, 0.7185071420008171, 0.7115226130008523, 0.718530901000122, 0.7731949980006902, 0.7938862040009553, 0.7455063769994013, 0.6872134009990987, 0.7012418279991834, 0.6859727939990989, 0.6904184089999035 ], "iterations": 1 } }, { "group": null, "name": "test_async_encode_batch_fast", "fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch_fast", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.5576616930011369, "max": 0.6122304959990288, "mean": 0.5845288372000748, "stddev": 0.01612276011278377, "rounds": 15, "median": 0.5838748980004311, "iqr": 0.023372214248411183, "q1": 0.5759317457509496, "q3": 0.5993039599993608, "iqr_outliers": 0, "stddev_outliers": 6, "outliers": "6;0", "ld15iqr": 0.5576616930011369, "hd15iqr": 0.6122304959990288, "ops": 1.710779582389904, "total": 8.767932558001121, "data": [ 0.6122304959990288, 0.5949846460007393, 0.5756097040011809, 0.577124453999204, 0.5955351619995781, 0.5849427969988028, 0.5838748980004311, 0.5781898889999866, 0.6005602259992884, 0.561166122000941, 0.566588600000614, 0.5576616930011369, 0.5768978710002557, 0.6011211780005397, 0.6014448219993938 ], "iterations": 1 } }, { "group": null, "name": "test_from_file_roberta", "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_roberta", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.09805982099896937, "max": 0.11745095399965066, "mean": 0.10652234066643966, "stddev": 0.006549060242237453, "rounds": 15, "median": 0.10859921900009795, "iqr": 0.010334164499454346, "q1": 0.09991768999998385, "q3": 0.1102518544994382, "iqr_outliers": 0, "stddev_outliers": 7, "outliers": "7;0", "ld15iqr": 0.09805982099896937, "hd15iqr": 0.11745095399965066, "ops": 9.387702089004645, "total": 1.5978351099965948, "data": [ 0.10237606299961044, 0.10330678799982707, 0.09858830000121088, 0.09955436999916856, 0.09805982099896937, 0.09962459300004411, 0.10079698099980305, 0.11745095399965066, 0.10859921900009795, 0.11556103799921402, 0.10971308899934229, 0.11400993399911385, 0.10997848700026225, 0.11034297699916351, 0.10987249600111682 ], "iterations": 1 } }, { "group": null, "name": "test_from_file_llama3", "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_llama3", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.48460708699894894, "max": 0.5532960460004688, "mean": 0.5191817095333439, "stddev": 0.016980689972003242, "rounds": 15, "median": 0.5259459130011237, "iqr": 0.02466154299918344, "q1": 0.5043707415002245, "q3": 0.529032284499408, "iqr_outliers": 0, "stddev_outliers": 2, "outliers": "2;0", "ld15iqr": 0.48460708699894894, "hd15iqr": 0.5532960460004688, "ops": 1.9261079148932847, "total": 7.787725643000158, "data": [ 0.5532960460004688, 0.5297860119990219, 0.5263803210000333, 0.5315260250008578, 0.5117496149996441, 0.5048349329990742, 0.5028026740001224, 0.5259459130011237, 0.5041661459999887, 0.5341440489992237, 0.5263217090014223, 0.5267711020005663, 0.521177999999054, 0.504216011000608, 0.48460708699894894 ], "iterations": 1 } }, { "group": null, "name": "test_from_file_albert", "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_albert", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.0756878609990963, "max": 0.08068740399903618, "mean": 0.07808182493342125, "stddev": 0.0015653714951202958, "rounds": 15, "median": 0.07774429799974314, "iqr": 0.0022134532496238535, "q1": 0.07731926950054913, "q3": 0.07953272275017298, "iqr_outliers": 0, "stddev_outliers": 7, "outliers": "7;0", "ld15iqr": 0.0756878609990963, "hd15iqr": 0.08068740399903618, "ops": 12.807077714342347, "total": 1.1712273740013188, "data": [ 0.07824984400031099, 0.07755657100096869, 0.07612300700020569, 0.08068740399903618, 0.07774429799974314, 0.0756878609990963, 0.07739440300065326, 0.07729422500051442, 0.08026443299968378, 0.07805690600071102, 0.0759741120000399, 0.0776725779996923, 0.07980624300034833, 0.08000332700066792, 0.07871216199964692 ], "iterations": 1 } }, { "group": null, "name": "test_to_str_llama3", "fullname": "tests/test_benchmarks.py::TestSerialization::test_to_str_llama3", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.14925236199997016, "max": 0.17378394300067157, "mean": 0.15975912906663628, "stddev": 0.006830444461261654, "rounds": 15, "median": 0.1568969339987234, "iqr": 0.010417670000151702, "q1": 0.15501727400032905, "q3": 0.16543494400048075, "iqr_outliers": 0, "stddev_outliers": 3, "outliers": "3;0", "ld15iqr": 0.14925236199997016, "hd15iqr": 0.17378394300067157, "ops": 6.259423206938586, "total": 2.396386935999544, "data": [ 0.162967498999933, 0.1663101270005427, 0.16601350900054967, 0.163699249000274, 0.15520758200000273, 0.16930716899878462, 0.17378394300067157, 0.1568969339987234, 0.153987703999519, 0.15689584100073262, 0.15434024199930718, 0.15553956300027494, 0.15495383800043783, 0.1572313739998208, 0.14925236199997016 ], "iterations": 1 } }, { "group": null, "name": "test_from_str_llama3", "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_str_llama3", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.4701845580002555, "max": 0.4863886729999649, "mean": 0.4803527324669024, "stddev": 0.004905424300390856, "rounds": 15, "median": 0.4813524820001476, "iqr": 0.007669176498893648, "q1": 0.47624836900058654, "q3": 0.4839175454994802, "iqr_outliers": 0, "stddev_outliers": 6, "outliers": "6;0", "ld15iqr": 0.4701845580002555, "hd15iqr": 0.4863886729999649, "ops": 2.0818035006575144, "total": 7.205290987003536, "data": [ 0.48208150200116506, 0.48497430399947916, 0.4863855780004087, 0.4701845580002555, 0.48201115899973956, 0.4806084970005031, 0.4807083400010015, 0.47445965299993986, 0.47479499300061434, 0.4863886729999649, 0.48452955999891856, 0.4813524820001476, 0.47358495100161235, 0.48120611000013014, 0.4820206269996561 ], "iterations": 1 } }, { "group": null, "name": "test_train_bpe_small", "fullname": "tests/test_benchmarks.py::TestTraining::test_train_bpe_small", "params": null, "param": null, "extra_info": {}, "options": { "disable_gc": false, "timer": "perf_counter", "min_rounds": 15, "max_time": 1.0, "min_time": 5e-06, "warmup": false }, "stats": { "min": 0.029326730000320822, "max": 0.033267230001001735, "mean": 0.030510624863547327, "stddev": 0.0012929920311165691, "rounds": 22, "median": 0.029884311999012425, "iqr": 0.0012713480009551859, "q1": 0.02964829999837093, "q3": 0.030919647999326116, "iqr_outliers": 2, "stddev_outliers": 4, "outliers": "4;2", "ld15iqr": 0.029326730000320822, "hd15iqr": 0.033082408999689505, "ops": 32.775467709111176, "total": 0.6712337469980412, "data": [ 0.033082408999689505, 0.033267230001001735, 0.030897290000211797, 0.029355964001297252, 0.029909073999078828, 0.02983637899887981, 0.02968903300097736, 0.029994811999131343, 0.029859549998946022, 0.02937875099996745, 0.02972943100030534, 0.030652575000203797, 0.030919647999326116, 0.031205943998429575, 0.02964829999837093, 0.029326730000320822, 0.02946030200109817, 0.029542865000621532, 0.029847621999579133, 0.03015721600058896, 0.03265834900048503, 0.03281427299953066 ], "iterations": 1 } } ], "datetime": "2026-08-05T02:04:42.088058+00:00", "version": "5.2.3" }