commit d1323322aea90a76f42f18677700324712853caa Author: ModelHub XC Date: Fri Jun 5 15:06:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: babylm-anon/rta Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs 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+--- +library_name: transformers +tags: +- generated_from_trainer +metrics: +- accuracy +model-index: +- name: babylm-base5M-gpt2 + results: [] +--- + + + +# babylm-base5M-gpt2 (Fork with chck_100M Checkpoint) + +This repository is a fork of [alexandertam/babylm-base5m-gpt2](https://huggingface.co/alexandertam/babylm-base5m-gpt2), created for the [BabyLM Challenge 2025](https://babylm.github.io/) submission. +It extends the original model by including an additional checkpoint (`chck_100M`), adhering to the challenge's guidelines. + +## Model Description + +This model is a pre-trained version of the GPT-2 architecture. +It achieves the following results on the evaluation set: +- Loss: 3.0628 +- Accuracy: 0.4521 + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 5e-05 +- train_batch_size: 16 +- eval_batch_size: 16 +- seed: 42 +- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: linear +- lr_scheduler_warmup_steps: 190 +- training_steps: 19000 +- mixed_precision_training: Native AMP + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | Accuracy | +|:-------------:|:------:|:-----:|:---------------:|:--------:| +| 5.579 | 0.1024 | 200 | 4.7677 | 0.3189 | +| 4.7716 | 0.2048 | 400 | 4.3385 | 0.3544 | +| 4.5162 | 0.3072 | 600 | 4.1772 | 0.3593 | +| 4.4056 | 0.4096 | 800 | 4.0754 | 0.3693 | +| 4.3138 | 0.5120 | 1000 | 4.0143 | 0.3626 | +| 4.2148 | 0.6144 | 1200 | 3.9601 | 0.3554 | +| 4.1925 | 0.7168 | 1400 | 3.9019 | 0.3723 | +| 4.0293 | 0.8193 | 1600 | 3.8579 | 0.3749 | +| 3.9407 | 0.9217 | 1800 | 3.8101 | 0.3782 | +| 3.8371 | 1.0241 | 2000 | 3.7870 | 0.3721 | +| 3.0659 | 2.0481 | 4000 | 3.4672 | 0.4085 | +| 2.6866 | 3.0722 | 6000 | 3.2850 | 0.4316 | +| 2.5063 | 4.0963 | 8000 | 3.1963 | 0.4372 | +| 2.4139 | 5.1203 | 10000 | 3.1406 | 0.4442 | +| 2.3246 | 6.1444 | 12000 | 3.1152 | 0.4484 | +| 2.3111 | 7.1685 | 14000 | 3.0879 | 0.4489 | +| 2.2761 | 8.1925 | 16000 | 3.0668 | 0.4542 | +| 2.2231 | 9.2166 | 18000 | 3.0695 | 0.4517 | + + +### Framework versions + +- Transformers 4.50.3 +- Pytorch 2.7.1+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.4 diff --git a/all_results.json b/all_results.json new file mode 100644 index 0000000..ff00f0e --- /dev/null +++ b/all_results.json @@ -0,0 +1,16 @@ +{ + "epoch": 9.728622631848438, + "eval_accuracy": 0.45214562944577746, + "eval_loss": 3.0628035068511963, + "eval_runtime": 95.1631, + "eval_samples": 33544, + "eval_samples_per_second": 352.49, + "eval_steps_per_second": 22.036, + "perplexity": 21.38743300660324, + "total_flos": 7.9413964701696e+16, + "train_loss": 2.775124670731394, + "train_runtime": 3271.669, + "train_samples": 31240, + "train_samples_per_second": 92.919, 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11637, + "Ġwiped": 11638, + "ĠSweet": 11639, + "Ġphilosophy": 11640, + "Ġcyclist": 11641, + "ĠDoubs": 11642, + "ĠToby": 11643, + "Ġillegal": 11644, + "Ġejaculated": 11645, + "ĠPictures": 11646, + "'pose": 11647, + "Hey": 11648, + "Rosy": 11649, + "aire": 11650, + "hh": 11651, + "vation": 11652, + "Ġtag": 11653, + "Ġbom": 11654, + "Ġbos": 11655, + "Ġbass": 11656, + "Ġcoughs": 11657, + "Ġdial": 11658, + "Ġdots": 11659, + "Ġtoler": 11660, + "Ġec": 11661, + "ĠAz": 11662, + "iries": 11663, + "amo": 11664, + "ĠHwww": 11665, + "ĠChat": 11666, + "ighty": 11667, + "ĠYuchi": 11668, + "Ġ---": 11669, + "ĠDale": 11670, + "ĠNort": 11671, + "ĠNBC": 11672, + "ĠLin": 11673, + "Ġallows": 11674, + "Ġshirts": 11675, + "Ġtrash": 11676, + "Ġtrium": 11677, + "Ġsup": 11678, + "Ġbob": 11679, + "ichinomiya": 11680, + "Ġtwist": 11681, + "Ġmanagers": 11682, + "Ġprob": 11683, + "Ġoverl": 11684, + "ĠUCI": 11685, + "Ġtee": 11686, + "ĠVice": 11687, + "ĠVienna": 11688, + "onsin": 11689, + "tainment": 11690, + "uccess": 11691, + "Ġregister": 11692, + "Ġsmallest": 11693, + "ĠGoing": 11694, + "Ġedition": 11695, + "ĠProt": 11696, + "Ġextract": 11697, + "Ġknocks": 11698, + "Ġvari": 11699, + "ĠMadge": 11700, + "Ġcreation": 11701, + "Ġprogramming": 11702, + "ĠMerc": 11703, + "guay": 11704, + "Ġdetermine": 11705, + "ĠAlfie": 11706, + "Ġscholars": 11707, + "Ġtrailer": 11708, + "Ġribbon": 11709, + "ĠDebbie": 11710, + "Ġdistinctly": 11711, + "ĠTrail": 11712, + "ifferent": 11713, + "Ġemotions": 11714, + "Ġhollow": 11715, + "Ġforbidden": 11716, + "Ġpromptly": 11717, + "Ġdemonstr": 11718, + "Ġexplosion": 11719, + "emetery": 11720, + "Ġtriumph": 11721, + "Tell": 11722, + "lia": 11723, + "Ġq": 11724, + "MOTPAR": 11725, + "Ġhint": 11726, + "ĠMau": 11727, + "Ġrit": 11728, + "ĠWol": 11729, + "Ġfrust": 11730, + "ĠFinn": 11731, + "Ġshots": 11732, + "Ġtrait": 11733, + "ĠEwww": 11734, + "thm": 11735, + "itts": 11736, + "ĠYounge": 11737, + "resents": 11738, + "ichi": 11739, + "Ġvine": 11740, + "Ġvision": 11741, + "Ġtwin": 11742, + "Ġamid": 11743, + "ivia": 11744, + "Ġflames": 11745, + "ĠVol": 11746, + "Ġbabys": 11747, + "Ġslice": 11748, + "Ġdescent": 11749, + "ĠChamp": 11750, + "unga": 11751, + "ollo": 11752, + "Ġstatements": 11753, + "iolet": 11754, + "Ġrepresents": 11755, + "ĠChristow": 11756, + "Ġinformed": 11757, + "Ġdefence": 11758, + "iami": 11759, + "Ġconcert": 11760, + "Ġrais": 11761, + "Ġraft": 11762, + "Ġparallel": 11763, + "Ġcorre": 11764, + "Ġpressing": 11765, + "Ġappearances": 11766, + "Ġformerly": 11767, + "Ġwhispering": 11768, + "Ġdoubtless": 11769, + "ĠRussians": 11770, + "ĠMonica": 11771, + "ĠGlen": 11772, + "Ġtrips": 11773, + "Ġdestroyers": 11774, + "Ġthreatening": 11775, + "Ġsensitive": 11776, + "ĠMuslim": 11777, + "ITTLE": 11778, + "Ġtightly": 11779, + "Ġstatue": 11780, + "Ġgravely": 11781, + "Ġassistance": 11782, + "Ġstockings": 11783, + "Ġspecifically": 11784, + "ĠYeon": 11785, + "ĠNetwork": 11786, + "ĠHindu": 11787, + "Ġalternative": 11788, + "Ġsoutheast": 11789, + "Ġmysterious": 11790, + "Ġsaddle": 11791, + "ĠBangladesh": 11792, + "Ġasshole": 11793, + "ĠSierra": 11794, + "Ġyoghurt": 11795, + "Ġoxygen": 11796, + "ĠWisconsin": 11797, + "ĠYoungeun": 11798, + "Man": 11799, + "cill": 11800, + "driver": 11801, + "fs": 11802, + "rons": 11803, + "voice": 11804, + "inent": 11805, + "Ġwis": 11806, + "Ġopt": 11807, + "erman": 11808, + "Ġmask": 11809, + "Ġtomb": 11810, + "orus": 11811, + "Ġni": 11812, + "Ġofthe": 11813, + "owa": 11814, + "ĠTIME": 11815, + "Ġ[!": 11816, + "Ġstim": 11817, + "ĠHOL": 11818, + "Ġnotion": 11819, + "ĠPull": 11820, + "Ġfridge": 11821, + "ĠJun": 11822, + "ĠRoosevelt": 11823, + "agnet": 11824, + "Ġmanners": 11825, + "Ġlean": 11826, + "Ġpoems": 11827, + "addressed": 11828, + "before": 11829, + "ĠVOT": 11830, + "Ġscal": 11831, + "Ġsitcom": 11832, + "Ġsergeant": 11833, + "Ġgloom": 11834, + "ANS": 11835, + "iba": 11836, + "Ġindul": 11837, + "ĠTHAN": 11838, + "Ġsyll": 11839, + "iversary": 11840, + "ĠPhoen": 11841, + "Ġhumming": 11842, + "ĠCommand": 11843, + "-Com": 11844, + "-work": 11845, + "Ġrubbish": 11846, + "Ġeducational": 11847, + "Ġseparately": 11848, + "ĠWouldn": 11849, + "Ġdepos": 11850, + "Ġobserv": 11851, + "ĠBoard": 11852, + "Ġurged": 11853, + "Ġheathen": 11854, + "Ġpinch": 11855, + "Ġscrewdriver": 11856, + "ĠSyd": 11857, + "Ġterrific": 11858, + "ĠStephan": 11859, + "Ġfrequent": 11860, + "Ġ�������": 11861, + "Ġtanker": 11862, + "Ġresistance": 11863, + "Ġintegral": 11864, + "Ġemotional": 11865, + "Ġgratitude": 11866, + "Ġconcerning": 11867, + "Ġdisagre": 11868, + "Ġtadp": 11869, + "Ġdisgrace": 11870, + "-O": 11871, + "-o": 11872, + "August": 11873, + "ICE": 11874, + "RS": 11875, + "TO": 11876, + "TING": 11877, + "mouth": 11878, + "squ": 11879, + "such": 11880, + "æ": 11881, + "Ġwi": 11882, + "Ġsab": 11883, + "haba": 11884, + "Ġcub": 11885, + "ĠIv": 11886, + "Ġfulf": 11887, + "Ġpets": 11888, + "Ġinher": 11889, + "ĠTill": 11890, + "ĠHell": 11891, + "ĠHond": 11892, + "ĠHafed": 11893, + "Ġkin": 11894, + "ĠCO": 11895, + "ĠCob": 11896, + "Ġgolf": 11897, + "ĠNeed": 11898, + "ĠLaugh": 11899, + "opl": 11900, + "ĠJuan": 11901, + "ĠGRA": 11902, + "ĠGarden": 11903, + "Ġalike": 11904, + "Ġseeming": 11905, + "Ġ(),": 11906, + "Ġque": 11907, + "Ġquot": 11908, + "Ġgrows": 11909, + "Ġcoinc": 11910, + "Ġpreced": 11911, + "Ġperce": 11912, + "Ġthoughtful": 11913, + "Ġdrill": 11914, + "ĠChuck": 11915, + "owski": 11916, + "ĠAllen": 11917, + "Ġchairman": 11918, + "ĠZe": 11919, + "ennis": 11920, + "Ġmillions": 11921, + "Ġmodels": 11922, + "Ġrequested": 11923, + "Ġoperated": 11924, + "Ġsolve": 11925, + "ographic": 11926, + "Ġtorture": 11927, + "Ġalbums": 11928, + "Ġdenied": 11929, + "ugging": 11930, + "Ġstriking": 11931, + "Ġaccompany": 11932, + "ĠInternet": 11933, + "AYS": 11934, + "Ġprinting": 11935, + "Ġachieved": 11936, + "Ġindependence": 11937, + "Ġbarking": 11938, + "Ġanalysis": 11939, + "ĠForeign": 11940, + "ĠObject": 11941, + "Ġswallow": 11942, + "____": 11943, + "Ġignorant": 11944, + "Ġrectangle": 11945, + "Ġinterfere": 11946, + "Ġapproximately": 11947, + "ricane": 11948, + "Ġtweet": 11949, + "-born": 11950, + ".I": 11951, + "CO": 11952, + "Carl": 11953, + "TY": 11954, + "gon": 11955, + "hum": 11956, + "iator": 11957, + "takes": 11958, + "your": 11959, + "Ġsed": 11960, + "Ġbri": 11961, + "Ġcone": 11962, + "Ġcert": 11963, + "Ġlung": 11964, + "leton": 11965, + "Ġbean": 11966, + "utiful": 11967, + "ĠMack": 11968, + "ĠBruce": 11969, + "Ġkit": 11970, + "ĠLi": 11971, + "ĠOH": 11972, + "opes": 11973, + "ĠRat": 11974, + "Ġtrim": 11975, + "olve": 11976, + "Ġvice": 11977, + "rage": 11978, + "Ġclue": 11979, + "Ġbrid": 11980, + "Ġleaned": 11981, + "acht": 11982, + "rug": 11983, + "Ġcharm": 11984, + "Ġworldwide": 11985, + "balls": 11986, + "ĠPrague": 11987, + "-do": 11988, + "Ġcooked": 11989, + "Ġclearing": 11990, + "Ġvex": 11991, + "Ġhopeless": 11992, + "Ġsolo": 11993, + "AMIL": 11994, + "Ġmachines": 11995, + "chants": 11996, + "Ġidentity": 11997, + "ĠAlfred": 11998, + "ĠJudge": 11999, + "ĠZealanders": 12000, + "Ġadopt": 12001, + "ĠDetroit": 12002, + "Ġterrified": 12003, + "Ġpersuaded": 12004, + "ĠDiego": 12005, + "ĠBrooklyn": 12006, + "ĠSylvia": 12007, + "Ġensure": 12008, + "Ġlouder": 12009, + "ĠBACK": 12010, + "Ġproportion": 12011, + "Ġacquaintance": 12012, + "ĠMaddie": 12013, + "Ġplunged": 12014, + "Ġmagnificent": 12015, + "ĠUruguay": 12016, + "Ġbacteria": 12017, + "\"t": 12018, + "ILL": 12019, + "dra": 12020, + "mrs": 12021, + "wall": 12022, + "wah": 12023, + "Å¡": 12024, + "Ġsor": 12025, + "Ġchi": 12026, + "Ġdent": 12027, + "ĠIV": 12028, + "Ġnav": 12029, + "asha": 12030, + "ĠAce": 12031, + "ĠAunty": 12032, + "Ġrasc": 12033, + "Ġstor": 12034, + "ĠWO": 12035, + "ĠWoman": 12036, + "ĠCry": 12037, + "eare": 12038, + "ĠDoo": 12039, + "Ġjury": 12040, + "ĠPa": 12041, + "ĠOp": 12042, + "ĠJu": 12043, + "ĠGab": 12044, + "ĠFC": 12045, + "ĠFIF": 12046, + "Ġsailed": 12047, + "Ġexclud": 12048, + "Ġexists": 12049, + "Ġovercome": 12050, + "âĢĻGrady": 12051, + "ĠKarl": 12052, + "Ġpeel": 12053, + "iphaba": 12054, + "Ġprecise": 12055, + "Ġsecured": 12056, + "Ġcheering": 12057, + "ĠIndones": 12058, + "Ġassure": 12059, + "ĠSeo": 12060, + "ifications": 12061, + "Ġcontinuous": 12062, + "Ġcontinuing": 12063, + "Ġhopefully": 12064, + "Ġgrandmamma": 12065, + "Ġprovides": 12066, + "Ġvisits": 12067, + "-du": 12068, + "Ġbarge": 12069, + "Ġbottles": 12070, + "Ġprotests": 12071, + "Ġpositions": 12072, + "Ġparrot": 12073, + "yla": 12074, + "ĠMadame": 12075, + "Ġradiation": 12076, + "ĠBrock": 12077, + "Ġcollected": 12078, + "Ġdepression": 12079, + "Ġstreams": 12080, + "ĠJulie": 12081, + "Ġbothering": 12082, + "ĠJudy": 12083, + "Ġelectricity": 12084, + "Ġarrangement": 12085, + "Ġrenew": 12086, + "Ġcasual": 12087, + "Ġparticipated": 12088, + "vocalization": 12089, + "Ġcounsel": 12090, + "Ġcurtains": 12091, + "Ġsemi": 12092, + "ĠNEW": 12093, + "Ġdomestic": 12094, + "ĠKnights": 12095, + "intendent": 12096, + "Ġnortheast": 12097, + "ĠPearl": 12098, + "ĠFROM": 12099, + "Ġsearched": 12100, + "Ġlyrics": 12101, + "ĠMosely": 12102, + ",i": 12103, + "SH": 12104, + "borough": 12105, + "je": 12106, + "oz": 12107, + "tape": 12108, + "vals": 12109, + "Ġauth": 12110, + "Ġwob": 12111, + "ĠIvan": 12112, + "oration": 12113, + "Ġpatch": 12114, + "Ġgifts": 12115, + "Ġinfection": 12116, + "ĠTha": 12117, + "Ġbeats": 12118, + "uter": 12119, + "ĠSilver": 12120, + "vering": 12121, + "ĠBand": 12122, + "ĠBiels": 12123, + "ĠDill": 12124, + "ĠGa": 12125, + "arten": 12126, + "Ġabc": 12127, + "agi": 12128, + "Ġvoted": 12129, + "Ġwhereas": 12130, + "Ġgraph": 12131, + "Ġpeac": 12132, + "Ġparted": 12133, + "Ġunlock": 12134, + "ciation": 12135, + "Ġhappily": 12136, + "Ġchilly": 12137, + "Ġpermit": 12138, + "Ġache": 12139, + "Ġunderground": 12140, + "oyo": 12141, + "ĠMissus": 12142, + "Ġtopic": 12143, + "Ġskipper": 12144, + "Ġexposed": 12145, + "Ġsyn": 12146, + "Ġparam": 12147, + "Ġadmire": 12148, + "ĠCommunity": 12149, + "comed": 12150, + "-path": 12151, + "Ġdiscussing": 12152, + "Ġresear": 12153, + "ĠSenator": 12154, + "Ġcellar": 12155, + "Ġinjuries": 12156, + "Ġbothered": 12157, + "imitates": 12158, + "ĠMarshall": 12159, + "Ġswallowed": 12160, + "Ġdivorce": 12161, + "Ġsacrifice": 12162, + "breathes": 12163, + "ĠMiyama": 12164, + "Ġfarewell": 12165, + "ĠStuart": 12166, + "Ġpermanent": 12167, + "Ġenormous": 12168, + "'VE": 12169, + "BI": 12170, + "burn": 12171, + "lom": 12172, + "lay": 12173, + "Ġtal": 12174, + "inia": 12175, + "Ġwool": 12176, + "rep": 12177, + "repe": 12178, + "Ġbung": 12179, + "Ġming": 12180, + "Ġmim": 12181, + "Ġlazy": 12182, + "uta": 12183, + "alion": 12184, + "imore": 12185, + "acc": 12186, + "Ġstored": 12187, + "Ġwithdraw": 12188, + "urger": 12189, + "Ġcannon": 12190, + "ante": 12191, + "ĠLed": 12192, + "ĠFood": 12193, + "ĠKelly": 12194, + "ĠKatherine": 12195, + "ĠThought": 12196, + "active": 12197, + "Ġflies": 12198, + "ĠUnfortun": 12199, + "ĠFran": 12200, + "unde": 12201, + "Ġfounder": 12202, + "Ġlighthouse": 12203, + "Ġphones": 12204, + "Ġskull": 12205, + "ĠSeason": 12206, + "Ġopponent": 12207, + "Ġloan": 12208, + "Ġvillain": 12209, + "agedy": 12210, + "Ġnorthwestern": 12211, + "iggs": 12212, + "Ġoperate": 12213, + "Ġvocalising": 12214, + "Ġacceptable": 12215, + "Ġpacket": 12216, + "Ġselfish": 12217, + "Ġlocks": 12218, + "Ġprayers": 12219, + "ĠSlow": 12220, + "Ġtricky": 12221, + "Ġtapes": 12222, + "Ġawarded": 12223, + "Ġastonished": 12224, + "Ġestimated": 12225, + "Ġtemporary": 12226, + "ĠDinah": 12227, + "Ġdignity": 12228, + "Ġmushroom": 12229, + "Ġbewild": 12230, + "ĠDevelopment": 12231, + "Have": 12232, + "Very": 12233, + "erest": 12234, + "Ġze": 12235, + "Ġbask": 12236, + "Ġmia": 12237, + "Ġfres": 12238, + "Ġlingu": 12239, + "Ġhire": 12240, + "ĠTai": 12241, + "Ġei": 12242, + "acon": 12243, + "ĠBav": 12244, + "ĠHir": 12245, + "ĠNep": 12246, + "ĠFarm": 12247, + "ĠRal": 12248, + "ĠRest": 12249, + "elson": 12250, + "ĠKhan": 12251, + "udder": 12252, + "Ġenfor": 12253, + "Ġflushed": 12254, + "Ġcarries": 12255, + "Ġimple": 12256, + "closed": 12257, + "Ġeatin": 12258, + "Ġnewly": 12259, + "ĠUnivers": 12260, + "pended": 12261, + "Ġfathers": 12262, + "Ġobsc": 12263, + "Ġcutie": 12264, + "ĠZoo": 12265, + "ĠMeiji": 12266, + "Ġcenturies": 12267, + "ĠSponge": 12268, + "Ġconfession": 12269, + "headed": 12270, + "reading": 12271, + "ĠGeography": 12272, + "ĠPeru": 12273, + "END": 12274, + "Ġpotassium": 12275, + "Ġlowered": 12276, + "Ġequation": 12277, + "Ġtasted": 12278, + "Ġpacking": 12279, + "ĠRobinson": 12280, + "Ġrepresenting": 12281, + "Ġcomplain": 12282, + "aughan": 12283, + "Ġblankets": 12284, + "views": 12285, + "ĠDemocrats": 12286, + "Ġindicated": 12287, + "ĠGraham": 12288, + "Ġscientist": 12289, + "Ġfocused": 12290, + "ĠMinnie": 12291, + "-shirt": 12292, + "Ġbatteries": 12293, + "ĠSolom": 12294, + "ĠApollo": 12295, + "Ġconsultation": 12296, + "Ġspoil": 12297, + "Ġsquirrels": 12298, + "Ġethnic": 12299, + "Ġdeserted": 12300, + "ĠRadio": 12301, + "Ġneutral": 12302, + "Ġdismissed": 12303, + 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