commit 242d6c113d4fffab82c940f22c4cfe5d0b476c01 Author: ModelHub XC Date: Thu Aug 13 05:07:24 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Ashish-Ranjan/slm-125m-legal-instruct 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 diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..78c3948 --- /dev/null +++ b/README.md @@ -0,0 +1,37 @@ +--- +license: apache-2.0 +language: +- en +base_model: thesreedath/slm-125m-base +pipeline_tag: text-generation +library_name: transformers +tags: +- legal +- finance +- instruction-tuned +- slm +--- + +# slm-125m-legal-instruct + +A 125M-parameter Llama-architecture small language model, instruction-tuned for +grounded legal & financial question answering. + +- **Base:** [thesreedath/slm-125m-base](https://huggingface.co/thesreedath/slm-125m-base) (125M, pretrained on legal/financial + web text, 10 epochs) +- **Fine-tuning:** SFT on ~7,760 RAFT-style grounded Q&A pairs across 4 task types + (grounded QA, summarization, extraction, rewriting), synthesized with Gemini and + quality-filtered (LLM judge + embedding dedup). +- **Chat format:** `<|system|>` / `<|user|>` / `<|assistant|>`; terminate with `<|eos|>` (id 1). +- **Context length:** 1024 tokens. Answer-only loss (context + question -> answer). + +## Usage +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +tok = AutoTokenizer.from_pretrained("Ashish-Ranjan/slm-125m-legal-instruct") +model = AutoModelForCausalLM.from_pretrained("Ashish-Ranjan/slm-125m-legal-instruct") +sys = "You are a helpful legal and financial assistant. Answer using only the provided context." +prompt = "<|system|>" + sys + "<|user|>" + context + "\n\n" + question + "<|assistant|>" +ids = tok(prompt, return_tensors="pt").input_ids +out = model.generate(ids, max_new_tokens=200, do_sample=True, temperature=0.7, eos_token_id=1) +print(tok.decode(out[0][ids.shape[1]:], skip_special_tokens=True)) +``` diff --git a/config.json b/config.json new file mode 100644 index 0000000..6a13be2 --- /dev/null +++ b/config.json @@ -0,0 +1,30 @@ +{ + "_name_or_path": "thesreedath/slm-125m-base", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 0, + "eos_token_id": 1, + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 768, + "initializer_range": 0.02, + "intermediate_size": 3072, + "max_position_embeddings": 1024, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 12, + "num_hidden_layers": 12, + "num_key_value_heads": 12, + "pretraining_tp": 1, + 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"Ġpray": 8509, + "Ġmistake": 8510, + "Ġshopping": 8511, + "Ġspring": 8512, + "po": 8513, + "PR": 8514, + "Ġlimiting": 8515, + "ĠWay": 8516, + "Ġventures": 8517, + "haust": 8518, + "ĠStar": 8519, + "Ġconcentration": 8520, + "120": 8521, + "Ġbases": 8522, + "Ġcontended": 8523, + "ĠHay": 8524, + "Ġmig": 8525, + "ISSION": 8526, + "Ġguidance": 8527, + "2000": 8528, + "Ġframework": 8529, + "Ġexperiences": 8530, + "ĠAbout": 8531, + "Ġinject": 8532, + "Code": 8533, + "Ġbaby": 8534, + "Ġrain": 8535, + "Ġdrove": 8536, + "Ġdeciding": 8537, + "ounted": 8538, + "ĠTrial": 8539, + "Ġcontinuous": 8540, + "five": 8541, + "thur": 8542, + "mosp": 8543, + "Ġshift": 8544, + "ball": 8545, + "ective": 8546, + "Ġsuffer": 8547, + "ropolitan": 8548, + "Ġconspir": 8549, + "ĠLyn": 8550, + "tes": 8551, + "ĠPolice": 8552, + "Ġwatch": 8553, + "licable": 8554, + "Ġearning": 8555, + "ĠCASH": 8556, + "Ġemphasis": 8557, + "ĠHistory": 8558, + "ĠDefense": 8559, + "sale": 8560, + "ĠHoward": 8561, + "Ġreflecting": 8562, + "ĠAutom": 8563, + "ĠMorgan": 8564, + "emiconduct": 8565, + "Ġrepaid": 8566, + "Ġpsychiat": 8567, + "1973": 8568, + "Ġgenuine": 8569, + "elly": 8570, + "Ġusage": 8571, + "ĠCOMMON": 8572, + "ĠSA": 8573, + "ume": 8574, + "owners": 8575, + "Ġwelfare": 8576, + "aped": 8577, + "1994": 8578, + "Ġsch": 8579, + "Ġcopies": 8580, + "Ġbacteria": 8581, + "ĠLincoln": 8582, + "Ġproven": 8583, + "Ġphil": 8584, + "Ġstrugg": 8585, + "Ġadjacent": 8586, + "oration": 8587, + "Ky": 8588, + "Ġinterm": 8589, + "eces": 8590, + "Ġegg": 8591, + "ALL": 8592, + "Ġactively": 8593, + "Ġdiagnosis": 8594, + "ĠFe": 8595, + "Ġmarketed": 8596, + "posed": 8597, + "Ġescrow": 8598, + "Ġoccurring": 8599, + "ĠJesus": 8600, + "Ġleads": 8601, + "Ġ1967": 8602, + "Ġbegins": 8603, + "Ġpurported": 8604, + "Ġquotation": 8605, + "ĠInvent": 8606, + "ORE": 8607, + "Ġvirus": 8608, + "ĠEngineering": 8609, + "Ġmedicine": 8610, + "Ġjustified": 8611, + "ĠOnly": 8612, + "Ġprint": 8613, + "Ġworker": 8614, + "Ġgenetic": 8615, + "EE": 8616, + "OTE": 8617, + "Ġscen": 8618, + "ĠCONDITION": 8619, + "rad": 8620, + "As": 8621, + "PT": 8622, + "Ġpertaining": 8623, + "Ġflat": 8624, + "Ġyouth": 8625, + "pth": 8626, + "BIT": 8627, + "ĠLicense": 8628, + "ĠFROM": 8629, + "ĠChemical": 8630, + "otics": 8631, + "ITIES": 8632, + "Ġvenue": 8633, + "ĠGar": 8634, + "Ġmanagers": 8635, + "Ġconcurrent": 8636, + "inese": 8637, + "Ġfruit": 8638, + "Ġmap": 8639, + "Ġcompensatory": 8640, + "Ġtradition": 8641, + "vate": 8642, + "Ġwindow": 8643, + "Ġblue": 8644, + "Ġdrop": 8645, + "ht": 8646, + "Ġunrelated": 8647, + "Ġperce": 8648, + "Ġreads": 8649, + "Ġmouth": 8650, + "hetic": 8651, + "Ġpersonally": 8652, + "ĠPeriod": 8653, + "Ġmature": 8654, + "Ġlacked": 8655, + "Ġnegotiated": 8656, + "INGS": 8657, + "Ġreliability": 8658, + "Ġcomplaints": 8659, + "Ġ+": 8660, + "Ġexplore": 8661, + "Ġleverage": 8662, + "Ġenactment": 8663, + "ĠAnch": 8664, + "Ġcontinuance": 8665, + "Ġshape": 8666, + "Ġincorrect": 8667, + "ĠPlans": 8668, + "ĠPeter": 8669, + "Ġkeeping": 8670, + "med": 8671, + "ULES": 8672, + "Ġfacilitate": 8673, + "untary": 8674, + "Ġpostretirement": 8675, + "Ġlawsuits": 8676, + "Ġmale": 8677, + "ĠValue": 8678, + "omic": 8679, + "Ġexactly": 8680, + "Ġterritory": 8681, + "Ġfiduciary": 8682, + "prof": 8683, + "Ġindirectly": 8684, + "ĠFORM": 8685, + "anish": 8686, + "Sec": 8687, + "ĠOrd": 8688, + "such": 8689, + "employment": 8690, + "Ġrevised": 8691, + "Ġconvenience": 8692, + "Ġdilig": 8693, + "Ġeating": 8694, + "ancel": 8695, + "Ġalimony": 8696, + "ERV": 8697, + "ademic": 8698, + "ĠSk": 8699, + "ĠUK": 8700, + "ITED": 8701, + "Ġeveryone": 8702, + "Ġswap": 8703, + "Ġpossibly": 8704, + "Ġdefines": 8705, + "ĠProb": 8706, + "Ġsomewhat": 8707, + "Ġincarc": 8708, + "ĠLine": 8709, + "Ġwaters": 8710, + "Ġsort": 8711, + "110": 8712, + "Ġ180": 8713, + "ĠMerc": 8714, + "1991": 8715, + "bre": 8716, + "ught": 8717, + "IFIC": 8718, + "Ġjointly": 8719, + "Ġcollision": 8720, + "Iowa": 8721, + "Ġadministered": 8722, + "Ġbodily": 8723, + "Ġconsecutive": 8724, + "Ġvision": 8725, + "Ġstim": 8726, + "ĠCast": 8727, + "ĠSM": 8728, + "ĠAuto": 8729, + "Ġspecialized": 8730, + "ostic": 8731, + "OLL": 8732, + "OUSANDS": 8733, + "ighted": 8734, + "Ġdiabetes": 8735, + "Ġprofessionals": 8736, + "Colo": 8737, + "anes": 8738, + "Ġcollege": 8739, + "ĠCy": 8740, + "ĠBlue": 8741, + "Ġrecognizes": 8742, + "Ġpriority": 8743, + "Ġchart": 8744, + "ĠPage": 8745, + "author": 8746, + "ĠDebentures": 8747, + "1972": 8748, + "Ġstarting": 8749, + "ĠEastern": 8750, + "ĠTor": 8751, + "ĠFlows": 8752, + "FS": 8753, + "Ġduration": 8754, + "load": 8755, + "Ġpi": 8756, + "Ġmisd": 8757, + "Ġbone": 8758, + "rier": 8759, + "ĠBow": 8760, + "Ġdealers": 8761, + "Ġbills": 8762, + "Ġasserting": 8763, + "1992": 8764, + "sed": 8765, + "ĠGal": 8766, + "Ġdisposed": 8767, + "ĠER": 8768, + "Ġcites": 8769, + "ĠAB": 8770, + "ĠNelson": 8771, + "Ġmans": 8772, + "1989": 8773, + "ĠGiven": 8774, + "Ġdedicated": 8775, + "âĢĿ.": 8776, + "ĠPharm": 8777, + "Ġresponsibilities": 8778, + "ĠChange": 8779, + "Ġseat": 8780, + "ĠInstruments": 8781, + "Ġborrowed": 8782, + "ĠAdd": 8783, + "ĠCS": 8784, + "Ġdial": 8785, + "Ġsurre": 8786, + "backed": 8787, + "Ġapplicant": 8788, + "family": 8789, + "---": 8790, + "Ġindeed": 8791, + "Ġvisitation": 8792, + "Ġbranches": 8793, + "ĠSeveral": 8794, + "Ġfifteen": 8795, + "Ġunknown": 8796, + "Ġvarying": 8797, + "irmed": 8798, + "isted": 8799, + "Ġtypical": 8800, + "Ġcele": 8801, + "ĠPolicy": 8802, + "Ġconsiderable": 8803, + "Ġhope": 8804, + "vol": 8805, + "Ġaddressing": 8806, + "ĠAngeles": 8807, + "ifty": 8808, + "rif": 8809, + "Ġoccasions": 8810, + "1990": 8811, + "Ġcomputing": 8812, + "Ġawareness": 8813, + "iliation": 8814, + "ĠEXECU": 8815, + "Ġfurnish": 8816, + "Ġacre": 8817, + "Ġfashion": 8818, + "Ġsanction": 8819, + "Ġextract": 8820, + "Ġutilizing": 8821, + "Ġrot": 8822, + "Ġupheld": 8823, + "oppel": 8824, + "was": 8825, + "Ġstab": 8826, + "Ġcolon": 8827, + "Ġfraudul": 8828, + "Ġarises": 8829, + "Ġexhaust": 8830, + "Ġfurniture": 8831, + "ĠGil": 8832, + "Ġsubcontract": 8833, + "ĠMatters": 8834, + "rence": 8835, + "Ġassembly": 8836, + "Ġresc": 8837, + "Ġlock": 8838, + "Ġprohibits": 8839, + "ĠPractice": 8840, + "Ġdiscounted": 8841, + "Ġwage": 8842, + "ĠPE": 8843, + "rates": 8844, + "rient": 8845, + "Ġgoverned": 8846, + "Ġreform": 8847, + "estion": 8848, + "Ġcontrad": 8849, + "Ġlit": 8850, + "ĠRO": 8851, + "Ġseasonal": 8852, + "ĠLow": 8853, + "ĠTime": 8854, + "Ġindication": 8855, + "Ġbacklog": 8856, + "ĠBENEF": 8857, + "Ġsimilarly": 8858, + "Ġconfirmed": 8859, + "irt": 8860, + "ĠNav": 8861, + "Ġdistribute": 8862, + "Ġprobability": 8863, + "xygen": 8864, + "ĠCite": 8865, + "eat": 8866, + "chell": 8867, + "Ġaffects": 8868, + "Ġ107": 8869, + "Ġquantities": 8870, + "Ġapprovals": 8871, + "ĠWithout": 8872, + "Ġcovenant": 8873, + "Ġoccupied": 8874, + "Ġgovernments": 8875, + "she": 8876, + "rome": 8877, + "Ġpackaging": 8878, + "Ġroyalties": 8879, + "Ġshif": 8880, + "ĠDesign": 8881, + "ĠFoundation": 8882, + "arner": 8883, + "ĠGovernor": 8884, + "ĠSer": 8885, + "1988": 8886, + "lets": 8887, + "Ġsister": 8888, + "Ġ105": 8889, + "Ġenfor": 8890, + "hemat": 8891, + "Ġseller": 8892, + "ĠNevertheless": 8893, + "Ġvig": 8894, + "Ġtouch": 8895, + "Ġ1965": 8896, + "ĠDig": 8897, + "Ġcommand": 8898, + "Ġinterim": 8899, + "ĠMult": 8900, + "ĠRece": 8901, + "Ġmillions": 8902, + "ĠTHOUSANDS": 8903, + "Ġnin": 8904, + "Ġunex": 8905, + "Ġpure": 8906, + "Ġfreedom": 8907, + "ĠPhys": 8908, + "ĠSC": 8909, + "ĠLoss": 8910, + "ĠSteel": 8911, + "Ġau": 8912, + "Ġevening": 8913, + "Ġpretrial": 8914, + "Ġmessage": 8915, + "shore": 8916, + "Ġconsequence": 8917, + "point": 8918, + "ĠSoftware": 8919, + "ĠChinese": 8920, + "Ġraises": 8921, + "olds": 8922, + "Ġteeth": 8923, + "ĠClub": 8924, + "Ġpowerful": 8925, + "ement": 8926, + "Ġmandate": 8927, + "ĠIC": 8928, + "Ġbeneficiary": 8929, + "Ġmeasurement": 8930, + "Ġrecommendations": 8931, + "Ġnovel": 8932, + "cons": 8933, + "Ġsufficiency": 8934, + "body": 8935, + "Ġimpacted": 8936, + "ĠYEARS": 8937, + "ĠBurn": 8938, + "ĠSett": 8939, + "bel": 8940, + "Ġviolates": 8941, + "ĠRevolving": 8942, + "Ġcovers": 8943, + "Ġgene": 8944, + "Ġmeetings": 8945, + "ĠArticles": 8946, + "lahoma": 8947, + "Ġdischarged": 8948, + "Ġintercompany": 8949, + "tery": 8950, + "Ġchem": 8951, + "Ġdict": 8952, + "foot": 8953, + "Ġdrinking": 8954, + "VER": 8955, + "Ġreferences": 8956, + "Ġgather": 8957, + "ĠSubsidiary": 8958, + "1998": 8959, + "Ġimpe": 8960, + "Ġvaluable": 8961, + "defendant": 8962, + "Ġresistance": 8963, + "IFICANT": 8964, + "Ġcredited": 8965, + "Ġtit": 8966, + "inity": 8967, + "Ġtargeted": 8968, + "elihood": 8969, + "oenix": 8970, + "MO": 8971, + "ĠAgain": 8972, + "ĠHou": 8973, + "ĠTaxes": 8974, + "ds": 8975, + "ighth": 8976, + "Ġsuccessor": 8977, + "pons": 8978, + "collectively": 8979, + "eterm": 8980, + "Ġdecreases": 8981, + "alog": 8982, + "uct": 8983, + "Ġphilos": 8984, + "Ġpetitions": 8985, + "ĠSIGNIFICANT": 8986, + "Ġfunctional": 8987, + "Ġdefinite": 8988, + "ĠPhillips": 8989, + "Ġsla": 8990, + "Ġknowing": 8991, + "ilton": 8992, + "ĠEXECUTIVE": 8993, + "ĠCarl": 8994, + "ĠEvery": 8995, + "best": 8996, + "ificance": 8997, + "ĠBureau": 8998, + "Ġyourself": 8999, + "Ġcompeting": 9000, + "Ġsave": 9001, + "Ġroof": 9002, + "Ġarbitrary": 9003, + "otyp": 9004, + "gers": 9005, + "phy": 9006, + "ĠRose": 9007, + "bu": 9008, + "cies": 9009, + "Ġrepeatedly": 9010, + "ĠMarsh": 9011, + "UT": 9012, + "Ġinput": 9013, + "Ġsheriff": 9014, + "Ġindependently": 9015, + "licts": 9016, + "ĠManufacturing": 9017, + "ĠRestatement": 9018, + "ĠParty": 9019, + "Ġvirtue": 9020, + "Ġconspiracy": 9021, + "Ġsignature": 9022, + "Ġregulate": 9023, + "ĠInvestors": 9024, + "affiliated": 9025, + "eh": 9026, + "Ġtoxic": 9027, + ".(": 9028, + "Ġpal": 9029, + "Ġdental": 9030, + "Ġaddresses": 9031, + "Ġdefenses": 9032, + "levant": 9033, + "ictionary": 9034, + "Ġrecoverable": 9035, + "Ġrulings": 9036, + "ĠLIBOR": 9037, + "oo": 9038, + "Ġchecks": 9039, + "THER": 9040, + "ĠConsid": 9041, + "Ġ104": 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9094, + "ĠSale": 9095, + "ĠAsst": 9096, + "Ġaffairs": 9097, + "Ġsubscribers": 9098, + "Ġreputation": 9099, + "Ġlegitimate": 9100, + "Ġrelie": 9101, + "Ġabst": 9102, + "ĠAPPEAL": 9103, + "Ġvacated": 9104, + "HC": 9105, + "Ġsand": 9106, + "ĠSUMM": 9107, + "Ġdistributor": 9108, + "Ġapprove": 9109, + "ĠRight": 9110, + "Ġfinished": 9111, + "asm": 9112, + "Ġ600": 9113, + "Ġpromulg": 9114, + "ĠMotion": 9115, + "ĠDrug": 9116, + "Ġenables": 9117, + "ĠSpring": 9118, + "oul": 9119, + "Ġfalls": 9120, + "Ġflight": 9121, + "Ġbringing": 9122, + "Ġexpensive": 9123, + "Ġballot": 9124, + "Ġexcell": 9125, + "ĠINV": 9126, + "iche": 9127, + "Ġconsistently": 9128, + "Ġcoup": 9129, + "Ġciting": 9130, + "Ġinvolvement": 9131, + "trial": 9132, + "Ġrenewed": 9133, + "âĢĿ).": 9134, + "emiconductor": 9135, + "Ġwherein": 9136, + "robor": 9137, + "ĠHousing": 9138, + "Ġdemurre": 9139, + "ĠPhoenix": 9140, + "Ġwarning": 9141, + "Ġconference": 9142, + "Ġsynt": 9143, + "Ġattain": 9144, + "Ġ103": 9145, + "Ġexclusively": 9146, + "Ġsew": 9147, + "rition": 9148, + "PI": 9149, + "Ġprinted": 9150, + "Ġnotwithstanding": 9151, + "Ġupper": 9152, + "Ġappreciation": 9153, + "ĠIncre": 9154, + "Ġpleading": 9155, + "Ġcards": 9156, + "Ġurban": 9157, + "ĠTyp": 9158, + "Ġstipulated": 9159, + "Ġdeleg": 9160, + "Ġstages": 9161, + "ĠFERC": 9162, + "ĠHug": 9163, + "ĠCE": 9164, + "Ġcounties": 9165, + "Ġsalaries": 9166, + "ologists": 9167, + "Ġassemb": 9168, + "ĠParker": 9169, + "Ġseq": 9170, + "emean": 9171, + "Ġoverhead": 9172, + "Ġrealize": 9173, + "Ġdie": 9174, + "Ġpron": 9175, + "Ġisn": 9176, + "Ġevaluated": 9177, + "Ġformerly": 9178, + "ĠFifth": 9179, + "ICIES": 9180, + "ĠPOLICIES": 9181, + "Ġdeploy": 9182, + "Ġmilk": 9183, + "wa": 9184, + "Ġversus": 9185, + "vy": 9186, + "Ġreality": 9187, + "Ġ1966": 9188, + "loc": 9189, + "ĠSing": 9190, + "Ġapproximates": 9191, + "acco": 9192, + "rett": 9193, + "Ġsubjects": 9194, + "Ġsignificance": 9195, + "Ġload": 9196, + "Ġcollateralized": 9197, + "Ġfounded": 9198, + 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"ĠCall": 10901, + "ĠStone": 10902, + "2004": 10903, + "Ġfol": 10904, + "lett": 10905, + "ĠMain": 10906, + "Ġstructural": 10907, + "Ġcontributory": 10908, + "Ġapproached": 10909, + "Ġdiagnosed": 10910, + "Ġlying": 10911, + "Ġprescrib": 10912, + "ĠâĢ¦": 10913, + "autiful": 10914, + "Ġappreci": 10915, + "Ġexercising": 10916, + "ĠWithin": 10917, + "Ġrevision": 10918, + "Ġblow": 10919, + "Based": 10920, + "Ġcrops": 10921, + "ĠHonorable": 10922, + "Ġoutcomes": 10923, + "phia": 10924, + "Ġanniversary": 10925, + "?\"": 10926, + "Ġmarketplace": 10927, + "Ġboundary": 10928, + "ĠRelationships": 10929, + "Ġomission": 10930, + "riers": 10931, + "Ġtobacco": 10932, + "Ġregarded": 10933, + "Ġ403": 10934, + "Ġholdings": 10935, + "ĠPa": 10936, + "ĠPresent": 10937, + "Ġcoin": 10938, + "ominated": 10939, + "Ġdepository": 10940, + "nic": 10941, + "Ġincorporate": 10942, + "lers": 10943, + "Ġbattle": 10944, + "ĠProduction": 10945, + "Ġreveal": 10946, + "outheast": 10947, + "Ġsubjective": 10948, + "Ġdeputy": 10949, + "ĠLeasing": 10950, + "ĠRent": 10951, + "ĠPlanning": 10952, + "Ġcuriam": 10953, + "citation": 10954, + "ificial": 10955, + "2003": 10956, + "Ġauto": 10957, + "arges": 10958, + "pread": 10959, + "ĠEliz": 10960, + "Ġstrip": 10961, + "Ġlanguages": 10962, + "GH": 10963, + "EA": 10964, + "Ġnoting": 10965, + "Ġhence": 10966, + "Ġsupposed": 10967, + "onic": 10968, + "ILLI": 10969, + "ĠReorganization": 10970, + "2006": 10971, + "Ġsophist": 10972, + "ĠPROPER": 10973, + "Ġsurge": 10974, + "BT": 10975, + "balance": 10976, + "ĠAPB": 10977, + "rients": 10978, + "Ġdefining": 10979, + "Ġretroactive": 10980, + "Ġpromotion": 10981, + "Ġdeadly": 10982, + "ato": 10983, + "ĠCOUNTY": 10984, + "Des": 10985, + "Ġnaturally": 10986, + "ĠBasic": 10987, + "ĠExpress": 10988, + "ken": 10989, + "rons": 10990, + "arel": 10991, + "ĠKenneth": 10992, + "Ġinterconn": 10993, + "Ġexhib": 10994, + "oto": 10995, + "Ġlicensee": 10996, + "ocks": 10997, + "Ġtotally": 10998, + "Ġmagaz": 10999, + "overty": 11000, + 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"ĠBAL": 11051, + ".:": 11052, + "Ġcopper": 11053, + "Ġ138": 11054, + "Ġforg": 11055, + "Ġelectronics": 11056, + "angibles": 11057, + "etime": 11058, + "ĠInventories": 11059, + "Ġjurisdictional": 11060, + "ĠAge": 11061, + "Ġaluminum": 11062, + "Ġ213": 11063, + "ĠEBITDA": 11064, + "?âĢĿ": 11065, + "Ġdiscontin": 11066, + "Ġresidual": 11067, + "arl": 11068, + "Ġleadership": 11069, + "ĠMarshall": 11070, + "BR": 11071, + "ICO": 11072, + "Ġeffected": 11073, + "106": 11074, + "ĠQUAL": 11075, + "ĠStores": 11076, + "ĠMurphy": 11077, + "Ġsovereign": 11078, + "Ġdiversity": 11079, + "Ġseparated": 11080, + "opher": 11081, + "asted": 11082, + "Ġmanual": 11083, + "Ġseeds": 11084, + "ownt": 11085, + "NC": 11086, + "Ġpros": 11087, + "cal": 11088, + "Ġreconsideration": 11089, + "ĠMarc": 11090, + "Ġfatal": 11091, + "orily": 11092, + "ĠSubstantially": 11093, + "Ġovert": 11094, + "Ġinterpretations": 11095, + "Ġannuity": 11096, + "Ġ;": 11097, + "ĠTrib": 11098, + "ĠGord": 11099, + "ĠRetrieved": 11100, + "Ġpressures": 11101, + "Ġconceded": 11102, + "Ġ176": 11103, + "Ġprepaid": 11104, + "Ġvegetables": 11105, + "Ġerroneously": 11106, + ".âĢĿ).": 11107, + "ĠInterstate": 11108, + "Ġembed": 11109, + "Ġdish": 11110, + "ĠESOP": 11111, + "ARS": 11112, + "ĠRegional": 11113, + "Ġpledged": 11114, + "ĠAdvance": 11115, + "Ġturns": 11116, + "Ġprofessor": 11117, + "Ġmir": 11118, + "oliday": 11119, + "inos": 11120, + "Ġsafegu": 11121, + "1969": 11122, + "oney": 11123, + "Ġwheel": 11124, + "fficiencies": 11125, + "Ġpulled": 11126, + "awn": 11127, + "Ġdeduction": 11128, + "Ġsty": 11129, + "Ġarray": 11130, + "Ġspoke": 11131, + "Ġweapons": 11132, + "ĠView": 11133, + "Ġfeelings": 11134, + "UE": 11135, + "Ġanalyze": 11136, + "Ġmile": 11137, + "ĠLast": 11138, + "Ġcease": 11139, + "ĠCasino": 11140, + "ĠDie": 11141, + "ĠHud": 11142, + "Ġrooms": 11143, + "ĠFour": 11144, + "Ġdrawing": 11145, + "Ġincompet": 11146, + "ĠORDER": 11147, + "Ġrub": 11148, + "Ġannounce": 11149, + "ordan": 11150, + "there": 11151, + "ĠCra": 11152, + "Ġviolating": 11153, + "ĠSomet": 11154, + "ĠDoes": 11155, + "ĠEdison": 11156, + "Ġâ": 11157, + "ITAL": 11158, + "Ġsharp": 11159, + "Ġdeterminations": 11160, + "Ġretroact": 11161, + "ĠItaly": 11162, + "Ġvillage": 11163, + "Ġjustification": 11164, + "eoples": 11165, + "Ġlights": 11166, + "ĠAltern": 11167, + "Ġ1952": 11168, + "Ġinterpreting": 11169, + "Ġvisited": 11170, + "erto": 11171, + "Ġ201": 11172, + "Ġexecutives": 11173, + "Ġblocks": 11174, + "ĠMuseum": 11175, + "ĠFed": 11176, + "ĠBranch": 11177, + "Ġ229": 11178, + "Ġcondemnation": 11179, + "ĠVictor": 11180, + "ividual": 11181, + "Ġafore": 11182, + "Ġfairness": 11183, + "print": 11184, + "ĠLearning": 11185, + "Ġprefer": 11186, + "ancelable": 11187, + "Ġbright": 11188, + "ĠHead": 11189, + "Ġlinks": 11190, + "ript": 11191, + "Ġoutwe": 11192, + "Ġversions": 11193, + "Ġedge": 11194, + "Ġinteractive": 11195, + "Ġclosure": 11196, + "ĠClaims": 11197, + "Ġ304": 11198, + "Ġcompound": 11199, + "Ġcitizen": 11200, + "Ġtaught": 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"ĠKnow": 11408, + "ĠBlock": 11409, + "ĠTelephone": 11410, + "Ġcattle": 11411, + "ĠMills": 11412, + "ĠLynch": 11413, + "ĠApplication": 11414, + "Ġdeaths": 11415, + "ĠDam": 11416, + "Ġpig": 11417, + "onym": 11418, + "airy": 11419, + "Ġ186": 11420, + "Ġinterface": 11421, + "ĠCentury": 11422, + "ĠOx": 11423, + "ĠRailroad": 11424, + "ĠGet": 11425, + "Ġ280": 11426, + "IGH": 11427, + "ĠSubsequently": 11428, + "375": 11429, + "Ġstret": 11430, + "Ġuncons": 11431, + "Ġcruel": 11432, + "Ġdies": 11433, + "Ġfocusing": 11434, + "MR": 11435, + "ICH": 11436, + "airment": 11437, + "Ġadmon": 11438, + "Ġmisleading": 11439, + "ĠQuality": 11440, + "Ġcustomary": 11441, + "Ġsimultaneously": 11442, + "apy": 11443, + "Ġdeficit": 11444, + "Ġeleven": 11445, + "ĠBegin": 11446, + "Ġinsofar": 11447, + "ĠRegulatory": 11448, + "Ġouts": 11449, + "ĠStaff": 11450, + "ĠUnivers": 11451, + "Ġprotest": 11452, + "urances": 11453, + "ĠProceeds": 11454, + "ĠSTOCKHOLDER": 11455, + "ĠProceedings": 11456, + "Ġdu": 11457, + 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"roph": 12076, + "Ġupgrade": 12077, + "erated": 12078, + "Ġlump": 12079, + "Ġ293": 12080, + "Ġcurriculum": 12081, + "ĠFoods": 12082, + "ĠBenefit": 12083, + "ĠCompliance": 12084, + "ISS": 12085, + "Ġ192": 12086, + "ĠHarrison": 12087, + "Ġencouraged": 12088, + "Ġsteam": 12089, + "III": 12090, + "Ġcircumstantial": 12091, + "Ġshock": 12092, + "ĠBrooks": 12093, + "Ġconfined": 12094, + "ademy": 12095, + "ĠCham": 12096, + "ĠAudit": 12097, + "ĠNEW": 12098, + "ĠCIR": 12099, + "Ġ450": 12100, + "Ġ143": 12101, + "ĠTerry": 12102, + "Ġdeficient": 12103, + "Ġincarceration": 12104, + "Star": 12105, + "ĠFAC": 12106, + "Ġaccepting": 12107, + "istan": 12108, + "ĠCant": 12109, + "Ġfilings": 12110, + "Ġmunicipalities": 12111, + "ĠJOHN": 12112, + "Ġassisted": 12113, + "Ġ224": 12114, + "ĠDiff": 12115, + "ĠDisclosure": 12116, + "vie": 12117, + "Ġdistinguishable": 12118, + "ĠTransaction": 12119, + "Ġyounger": 12120, + "Ġ193": 12121, + "175": 12122, + "ĠEmpire": 12123, + "Ġworse": 12124, + "veloped": 12125, + "ĠRat": 12126, + "401": 12127, + "liest": 12128, + "Ġ258": 12129, + "Scholes": 12130, + "ĠRos": 12131, + "chnology": 12132, + "user": 12133, + "Ġswit": 12134, + "whether": 12135, + "Ġcatch": 12136, + "ĠAdministrator": 12137, + "ĠCore": 12138, + "ĠMembers": 12139, + "ban": 12140, + "Ġ228": 12141, + "Ġ268": 12142, + "Ġsubpoena": 12143, + "Ġinfected": 12144, + "ĠPowell": 12145, + "anup": 12146, + "Ġmeasuring": 12147, + "aren": 12148, + "ĠPeterson": 12149, + "ĠGriffin": 12150, + "Ġ259": 12151, + "Ġ294": 12152, + "ĠEp": 12153, + "Ġlogical": 12154, + "Ġagriculture": 12155, + "Ġ167": 12156, + "Ġlacks": 12157, + "Ġrose": 12158, + "uther": 12159, + "Ġaltered": 12160, + "Ġ307": 12161, + "bound": 12162, + "Ġ221": 12163, + "rooms": 12164, + "Ġaffirming": 12165, + "Ġreasonableness": 12166, + "ĠFle": 12167, + "Ġacquit": 12168, + "ĠEvent": 12169, + "etics": 12170, + "ĠTy": 12171, + "inance": 12172, + "Ġmetropolitan": 12173, + "Ġ263": 12174, + "Ġ287": 12175, + "Ġscrut": 12176, + "ĠMes": 12177, + "ĠBetween": 12178, + "Ġpreferences": 12179, + "ĠPUR": 12180, + "Ġadhere": 12181, + "away": 12182, + "Ġperemptory": 12183, + "Ġfilms": 12184, + "Ġprovince": 12185, + "ĠDix": 12186, + "ĠTransfer": 12187, + "ĠSanders": 12188, + "agues": 12189, + "ĠHudson": 12190, + "asonably": 12191, + "Ġinvestigations": 12192, + "Ġachieving": 12193, + "ava": 12194, + "Ġ189": 12195, + "ĠDetroit": 12196, + "Ġ281": 12197, + "Ġturb": 12198, + "oir": 12199, + "Ġoverwhelming": 12200, + "ĠButler": 12201, + "Ġlawyers": 12202, + "ASE": 12203, + "ĠOpen": 12204, + "Ġanalyzed": 12205, + "Ġjourney": 12206, + "dis": 12207, + "idespread": 12208, + "cor": 12209, + "ĠBailey": 12210, + "stated": 12211, + "alian": 12212, + "ĠMake": 12213, + "Ġrecept": 12214, + "Ġ141": 12215, + "Ġlesson": 12216, + "ĠAssignment": 12217, + "iami": 12218, + "atible": 12219, + "2010": 12220, + "Ġsurf": 12221, + "Ġstruggle": 12222, + "Ġinvestigating": 12223, + "trans": 12224, + "Ġreceiver": 12225, + "Ġharass": 12226, + "ĠTimes": 12227, + 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"Ġtracks": 13491, + "aria": 13492, + "uten": 13493, + "las": 13494, + "ĠItalian": 13495, + "rous": 13496, + "ĠARKANSAS": 13497, + "Ġaccidents": 13498, + "Ġax": 13499, + "ube": 13500, + "ĠCraig": 13501, + "Ġappropriation": 13502, + "page": 13503, + "ĠAMERIC": 13504, + "Ġescal": 13505, + "ĠPitts": 13506, + "Ġcarb": 13507, + "Ġlayers": 13508, + "Ġinhibit": 13509, + "Care": 13510, + "Ġmagnitude": 13511, + "Ġlev": 13512, + "Ġpup": 13513, + "Ġpropriety": 13514, + "ISA": 13515, + "EFORE": 13516, + "ommission": 13517, + "racy": 13518, + "Ġsummons": 13519, + "Ġfer": 13520, + "Ġhighl": 13521, + "ĠDow": 13522, + "ĠMetropolitan": 13523, + "Cal": 13524, + "esity": 13525, + "Ġcomprising": 13526, + "onna": 13527, + "ropical": 13528, + "OLLARS": 13529, + "Del": 13530, + "Ġsworn": 13531, + "Ġrelieve": 13532, + "Ġampl": 13533, + "Ġposed": 13534, + "Ġblind": 13535, + "ĠROBER": 13536, + "ĠSERVICES": 13537, + "ums": 13538, + "ĠPatterson": 13539, + "Ġ311": 13540, + "Ġ314": 13541, + "ĠOblig": 13542, + 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"has": 13595, + "Ġfeedback": 13596, + "210": 13597, + "ĠHolland": 13598, + "ĠContribut": 13599, + "direct": 13600, + "Ġknee": 13601, + "ĠHealthcare": 13602, + "Ġqualification": 13603, + "Ġvertical": 13604, + "omatic": 13605, + "ritis": 13606, + "Ġmurders": 13607, + "Ġconsultation": 13608, + "Ġethnic": 13609, + "egoti": 13610, + "Ġinherently": 13611, + "Ġcul": 13612, + "Ġcontracting": 13613, + "Ġtur": 13614, + "ĠSeller": 13615, + "Ġrepric": 13616, + "len": 13617, + "Ġanalyzing": 13618, + "ĠShortly": 13619, + "ĠHop": 13620, + "DO": 13621, + "ĠAer": 13622, + "ailing": 13623, + "Ġreferenced": 13624, + "113": 13625, + "Ġboost": 13626, + "Ġengages": 13627, + "Ġ370": 13628, + "ĠBasin": 13629, + "ĠESTATE": 13630, + "ĠMyers": 13631, + "Ġshield": 13632, + "Ġinteractions": 13633, + "ĠBL": 13634, + "ĠAdvertising": 13635, + "Ġteen": 13636, + "Ġbrothers": 13637, + "ĠIX": 13638, + "ĠWebster": 13639, + "ĠPredecessor": 13640, + "Ġdose": 13641, + "Ġlisten": 13642, + "ĠSheet": 13643, + "ĠCIRCUIT": 13644, 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