From a03539ef19eec4e1f1666a79c6718d5a03c5c114 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 21 Aug 2026 22:56:31 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Henry665/Walkie-Code-0.5B Source: Original Platform --- .gitattributes | 35 + README.md | 153 + config.json | 24 + generation_config.json | 5 + merges.txt | 65279 ++++++++ model.safetensors | 3 + tokenizer.json | 326706 ++++++++++++++++++++++++++++++++++++++ vocab.json | 1 + 8 files changed, 392206 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 merges.txt create mode 100644 model.safetensors create mode 100644 tokenizer.json create mode 100644 vocab.json 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..106980e --- /dev/null +++ b/README.md @@ -0,0 +1,153 @@ +--- +license: apache-2.0 +language: +- en +- code +tags: +- code +- python +- causal-lm +- walkie +- dapo +library_name: transformers +pipeline_tag: text-generation +--- + +# Walkie-Code-0.5B + +**Walkie-Code-0.5B** is a ~501M parameter decoder-only language model focused on **Python code generation**. It is the flagship model from the [LLM Walk-Through](https://github.com/HenryNotTheKing/LLM-Walk-Through) project — an educational and engineering effort to walk through modern LLM design from modular components to a full training pipeline. + +This checkpoint is the **DAPO RL best** model after: **17B-token pretraining → KodCode SFT → DAPO reinforcement learning**. + +> **Note on config format:** weights are exported in a Qwen3-compatible layout (`model_type: qwen3`) because Walkie shares the same structural primitives (RMSNorm, SwiGLU, GQA, QK-Norm). This is an export convention for Transformers/vLLM compatibility — the model is **Walkie-Code-0.5B**, not an official Qwen release. + +## Model Summary + +| Item | Value | +|------|-------| +| Parameters | ~501M | +| Architecture | 24-layer decoder, hidden 1280, GQA 4:1 (20Q / 5KV) | +| Context length | 4096 tokens | +| Vocab size | 65536 (BPE) | +| FFN | SwiGLU, d_ffn=3456 | +| Position encoding | RoPE (θ=5×10⁵) | +| Training stages | Pretrain → SFT → DAPO RL | +| Best RL method | DAPO (Direct Advantage Policy Optimization) | + +## Benchmark Results + +Evaluated on HumanEval, HumanEval+, MBPP, MBPP+ with **n=8**, temperature=0.2, top_p=0.95, sandbox execution. + +### Macro average (this checkpoint) + +| Metric | Score | +|--------|------:| +| pass@1 | **37.6%** | +| pass@4 | **43.6%** | +| pass@8 | **46.6%** | + +### Per-dataset pass@1 + +| Dataset | pass@1 | +|---------|-------:| +| HumanEval+ | 34.1% | +| HumanEval | 36.1% | +| MBPP | 42.1% | +| MBPP+ | 38.3% | + +### Comparison vs Qwen2.5-0.5B-Instruct (pass@1 macro) + +| Model | Macro pass@1 | +|-------|-------------:| +| Qwen2.5-0.5B-Instruct | 36.7% | +| **Walkie-Code-0.5B (this)** | **38.4%** (+1.7 pp) | + +### Full training pipeline (macro pass@1) + +| Stage | pass@1 | pass@8 | +|-------|-------:|-------:| +| SFT | 33.7% | 41.4% | +| DAPO (this checkpoint) | 37.6% | 46.6% | + +## Training Details + +**Pretraining (~17B tokens, code-heavy ~70%)** +- The Stack v2 Python, StarCoder Python Edu, FineWeb Edu, FineMath, OPC Annealing +- Two-stage WSD schedule (main 89% + anneal 11%) +- Muon + AdamW mixed optimizer, FlashAttention-2 + +**SFT** +- KodCode-V1-SFT-R1 (~246k samples), DeepSeek-R1 generated solutions +- Instruct/complete Python function generation, ~2.6 epochs + +**RL (DAPO)** +- KodCode-V1-RL (~12k filtered samples) +- Online rollout with code sandbox rewards (pass/fail) +- Dynamic group filtering + clipped policy gradient (ε_l=0.2, ε_h=0.28) + +## Usage + +### Transformers + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +model_id = "Henry665/Walkie-Code-0.5B" + +tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True) +model = AutoModelForCausalLM.from_pretrained( + model_id, + torch_dtype=torch.bfloat16, + device_map="auto", + trust_remote_code=True, +) + +prompt = "user: Write a Python function to check if a number is prime.\nassistant:" +inputs = tokenizer(prompt, return_tensors="pt").to(model.device) +outputs = model.generate(**inputs, max_new_tokens=256, temperature=0.2, top_p=0.95) +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +### vLLM + +```bash +vllm serve Henry665/Walkie-Code-0.5B --dtype auto --max-model-len 4096 +``` + +### Prompt format + +Training used a simple dialog template: + +``` +user: +assistant: +``` + +For code benchmarks, plain `user:` / `assistant:` text prompts are recommended. + +## Limitations + +- Specialized for **Python code generation**; general chat / multilingual ability is limited. +- Small scale (0.5B); not competitive with much larger models on broad reasoning. +- Exported as Qwen3-compatible config for tooling — verify behavior matches Walkie training setup. +- Benchmark scores depend on prompt template, sandbox, and sampling settings. + +## Citation & Links + +- Project: [LLM Walk-Through](https://github.com/HenryNotTheKing/LLM-Walk-Through) +- Architecture: RMSNorm, RoPE, GQA, SwiGLU, QK-Norm, Muon optimizer +- RL method: DAPO (dynamic filtering + clipped surrogate) + +```bibtex +@misc{walkie-code-0.5b, + title={Walkie-Code-0.5B: A Modular 0.5B Python Code LLM}, + author={LLM Walk-Through Team}, + year={2026}, + howpublished={\url{https://huggingface.co/Henry665/Walkie-Code-0.5B}} +} +``` + +## License + +Apache 2.0 diff --git a/config.json b/config.json new file mode 100644 index 0000000..0b700ac --- /dev/null +++ b/config.json @@ -0,0 +1,24 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "model_type": "qwen3", + "vocab_size": 65536, + "hidden_size": 1280, + "intermediate_size": 3456, + "num_hidden_layers": 24, + "num_attention_heads": 20, + "num_key_value_heads": 5, + "head_dim": 64, + "max_position_embeddings": 4096, + "rms_norm_eps": 1e-06, + "rope_theta": 500000.0, + "attention_bias": false, + "tie_word_embeddings": true, + "hidden_act": "silu", + "torch_dtype": "bfloat16", + "bos_token_id": null, + "eos_token_id": 0, + "pad_token_id": 1, + "use_cache": true +} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..1c737c4 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,5 @@ +{ + "bos_token_id": null, + "eos_token_id": 0, + "pad_token_id": 1 +} \ No newline at end of file diff --git a/merges.txt b/merges.txt new file mode 100644 index 0000000..f398f32 --- /dev/null +++ b/merges.txt @@ -0,0 +1,65279 @@ +#version: 0.2 +Ġ Ġ +ĠĠ ĠĠ +Ġ t +i n +e r +Ġ a +ĠĠ Ġ +o n +h e +r e +a t +ĠĠĠĠ ĠĠĠĠ +Ġ s +o r +e n +Ġt he +e s +i s 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16209, + "ê°": 16210, + "ĠBill": 16211, + "Ġlets": 16212, + "Ġobtuse": 16213, + "Ġneck": 16214, + "Ġminimize": 16215, + "377": 16216, + "Ġsupporting": 16217, + "}-{": 16218, + "Ġindependently": 16219, + "(('": 16220, + "fam": 16221, + "Ġsports": 16222, + "ifer": 16223, + "667": 16224, + "ал": 16225, + "Ġemployed": 16226, + "Ġclockwise": 16227, + "Ġgradually": 16228, + "Ġinline": 16229, + "Ġdiam": 16230, + "346": 16231, + "Ġinfinitely": 16232, + "Ġtraveling": 16233, + "ZD": 16234, + "[...,": 16235, + "elled": 16236, + "ĊĠĠĠĠĊĠĠĠĠĠĠĠ": 16237, + "504": 16238, + "formatter": 16239, + "Ġattachment": 16240, + "695": 16241, + "Regression": 16242, + "Ġmitochond": 16243, + "Lz": 16244, + "bø": 16245, + "iph": 16246, + "ravel": 16247, + "associ": 16248, + "ĠmaxLen": 16249, + "Ġgrew": 16250, + "498": 16251, + "Ġsucc": 16252, + "CHANT": 16253, + "CEPT": 16254, + "Ġharder": 16255, + "Ġdominant": 16256, + "Pat": 16257, + "bib": 16258, + "Ġsaving": 16259, + "Ġpdb": 16260, + "stamp": 16261, + "337": 16262, + "ĠUnits": 16263, + "707": 16264, + "374": 16265, + "Ġslices": 16266, + "Ġcylindrical": 16267, + "FeeField": 16268, + "Ġmoisture": 16269, + "stro": 16270, + "impl": 16271, + "ocy": 16272, + "Ġcommission": 16273, + "ĠProportion": 16274, + "Ġ192": 16275, + "755": 16276, + "Ġpeoples": 16277, + "Ġcircuits": 16278, + "Ġstraightforward": 16279, + "Ġillustrated": 16280, + "umbnail": 16281, + "({\\": 16282, + "/\\": 16283, + "=('": 16284, + "Ġtenth": 16285, + "ĠPAR": 16286, + "arts": 16287, + "Ġresistor": 16288, + "acer": 16289, + "ĠComment": 16290, + "confirm": 16291, + "Ġignoring": 16292, + "ÂĿÂijÂİ": 16293, + "permutations": 16294, + "Ġtrapezium": 16295, + "iotics": 16296, + "Hi": 16297, + "ĠUSA": 16298, + "Ġformatted": 16299, + "}}_{": 16300, + "263": 16301, + "759": 16302, + "357": 16303, + "ICULAR": 16304, + "recogn": 16305, + "Ġlatitude": 16306, + "SERVER": 16307, + "Ġviolence": 16308, + "Fill": 16309, + "lined": 16310, + "xFF": 16311, + "Ġsr": 16312, + "sek": 16313, + "aded": 16314, + "Ġstrain": 16315, + "Ġchildhood": 16316, + "Qos": 16317, + "lbl": 16318, + "stellar": 16319, + "ĠNum": 16320, + "izable": 16321, + "2008": 16322, + "tiles": 16323, + "OUTPUT": 16324, + "Ġfighting": 16325, + "Ġearned": 16326, + "ú": 16327, + "irt": 16328, + "ipart": 16329, + "Ġpointer": 16330, + "242": 16331, + "ĠSuper": 16332, + "Ġstrongly": 16333, + "ĠMoreover": 16334, + "adecimal": 16335, + "Uz": 16336, + "pandas": 16337, + "Ġtends": 16338, + "}{{\\": 16339, + "ĠKModel": 16340, + "703": 16341, + "Ġworldwide": 16342, + "retri": 16343, + "Ġrotating": 16344, + "иÑĤ": 16345, + "AddressCode": 16346, + "Ġrevealed": 16347, + "Ġretrieve": 16348, + "bp": 16349, + "inline": 16350, + "idal": 16351, + "ĠSize": 16352, + "ĠFilter": 16353, + "Ġnotification": 16354, + "escape": 16355, + "366": 16356, + "TypeError": 16357, + "Ġassociation": 16358, + "ilaterals": 16359, + "ascade": 16360, + "Ġthermal": 16361, + "Will": 16362, + "iA": 16363, + "Ġcurrency": 16364, + "Ġ#:": 16365, + "Ġexcluded": 16366, + "Ġflour": 16367, + "ĠRequired": 16368, + "Ġdesert": 16369, + "ggle": 16370, + "Multiple": 16371, + ";\\;\\;\\;\\": 16372, + "Ġreinforce": 16373, + "Ip": 16374, + "__))": 16375, + "Ġshock": 16376, + "shapes": 16377, + "Ġoverride": 16378, + "Imag": 16379, + "Ġlinearly": 16380, + "Ġbiology": 16381, + "completed": 16382, + "ĠZealand": 16383, + "CHANTABILITY": 16384, + "DIS": 16385, + "Ġanxiety": 16386, + "ĠThink": 16387, + "trl": 16388, + "ITNESS": 16389, + "Almost": 16390, + "combinations": 16391, + "Horizontal": 16392, + "Ġty": 16393, + "Ġ([": 16394, + "ĠConnection": 16395, + "starting": 16396, + "Ġrecurrence": 16397, + "attack": 16398, + ">>>": 16399, + "Recall": 16400, + "Environment": 16401, + "Ġwildlife": 16402, + "GN": 16403, + "Need": 16404, + "hydro": 16405, + "jo": 16406, + "xor": 16407, + "};": 16408, + "stacle": 16409, + "Ġxn": 16410, + "slots": 16411, + "ĠListNode": 16412, + "Ġutility": 16413, + "Ġcomprehension": 16414, + "Ġfurn": 16415, + "people": 16416, + "overty": 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"Ġlateral": 16628, + "Ġcris": 16629, + "Ġrecursion": 16630, + "/*": 16631, + "=.": 16632, + "Ġops": 16633, + "ivatives": 16634, + "creation": 16635, + "Ġbaseline": 16636, + "UNK": 16637, + "Notes": 16638, + "Ġsalary": 16639, + "combined": 16640, + "Ġpredators": 16641, + "Rob": 16642, + "eness": 16643, + "Ġbon": 16644, + "Ġrul": 16645, + "ĠRat": 16646, + "Ġcoverage": 16647, + "food": 16648, + "Ġstructural": 16649, + "Runner": 16650, + "âĸĪâĸĪâĸĪâĸĪ": 16651, + "æŶéĹ´": 16652, + "Cannot": 16653, + "Scc": 16654, + "mse": 16655, + "ila": 16656, + "ĠAmazon": 16657, + "Ġranging": 16658, + "ĠDrop": 16659, + "ĠRD": 16660, + "ĠRS": 16661, + "Regex": 16662, + "DELETE": 16663, + "777": 16664, + "Processor": 16665, + "PreambleAddressCode": 16666, + "Fh": 16667, + "iminal": 16668, + "\")),": 16669, + "ĠPercentage": 16670, + "oled": 16671, + "Ġtou": 16672, + "onical": 16673, + "Ġvo": 16674, + "Ġconserv": 16675, + "647": 16676, + "708": 16677, + "bling": 16678, + "Steps": 16679, + "DEFINE": 16680, + "ĠTraining": 16681, + "atoms": 16682, + "ĠLICENSE": 16683, + "override": 16684, + "Ġsymmet": 16685, + "SccPreambleAddressCode": 16686, + "Func": 16687, + "\\\":": 16688, + "åĻ": 16689, + "Ġwatching": 16690, + "705": 16691, + "ĠElementary": 16692, + "ĠMERCHANTABILITY": 16693, + "mysql": 16694, + "izz": 16695, + "ONT": 16696, + "Ġpicked": 16697, + "ĠCOPY": 16698, + "ĠCircles": 16699, + "Ġstyles": 16700, + "NY": 16701, + "tear": 16702, + "ald": 16703, + "Ġliv": 16704, + "Ġbears": 16705, + "ĠMach": 16706, + "Ġvals": 16707, + "dicts": 16708, + "lineEdit": 16709, + "888": 16710, + "од": 16711, + "assertIsInstance": 16712, + "Mer": 16713, + "xp": 16714, + "Ġ³³": 16715, + "Ġfrac": 16716, + "Ġdial": 16717, + "science": 16718, + "idespread": 16719, + "ĠWeek": 16720, + "LEFT": 16721, + "backends": 16722, + "ĠPlus": 16723, + "recip": 16724, + "}+{": 16725, + "Subject": 16726, + "Ġ&=&": 16727, + "aurant": 16728, + "Ġcompetition": 16729, + "ç±»åŀĭ": 16730, + "ĠCatholic": 16731, + "elv": 16732, + "Ġstmt": 16733, + "ÂłĠÂłĠÂł": 16734, + "Ġ\\{": 16735, + "Fields": 16736, + "ifty": 16737, + "baseline": 16738, + "(...": 16739, + "Um": 16740, + "inations": 16741, + "Ġdc": 16742, + "Ġ119": 16743, + "Ġ220": 16744, + "Ġsensors": 16745, + "folio": 16746, + "RESULT": 16747, + "Ġtribes": 16748, + "sell": 16749, + "ĠTABLE": 16750, + "ĠSaf": 16751, + "Ġlistener": 16752, + "Ġ1960": 16753, + "659": 16754, + "decre": 16755, + "ĠÏĨ": 16756, + "Ġradicals": 16757, + "Ġgallons": 16758, + "Ġnu": 16759, + "Ġchunks": 16760, + "Ġtruly": 16761, + "Ġgenerates": 16762, + "$\\$": 16763, + "Ġnonzero": 16764, + "Ġposted": 16765, + "population": 16766, + "Pointer": 16767, + "Adam": 16768, + "Ġrequirement": 16769, + "ĠSkills": 16770, + "Writing": 16771, + "Ġbuff": 16772, + "Ġproven": 16773, + "ĠsizePolicy": 16774, + "species": 16775, + "Objects": 16776, + "CLIENT": 16777, + "FG": 16778, + "б": 16779, + "Ġmob": 16780, + "olar": 16781, + "Ġresultant": 16782, + "806": 16783, + "642": 16784, + "Arr": 16785, + "Ġexisted": 16786, + "Running": 16787, + "UPDATE": 16788, + "binding": 16789, + "Ġunusual": 16790, + "Final": 16791, + "school": 16792, + "æŁ¥": 16793, + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ": 16794, + "ĠEp": 16795, + "Ġcontem": 16796, + "119909": 16797, + "ĠIns": 16798, + "Ġoverwrite": 16799, + "ucose": 16800, + "ĠTesting": 16801, + "Ġ1994": 16802, + "rotate": 16803, + "Ġfeeding": 16804, + "Ġcolonial": 16805, + "ĠIdentity": 16806, + "Ġextracted": 16807, + "ĠOffice": 16808, + ">\")": 16809, + "Fil": 16810, + "Ietf": 16811, + "nut": 16812, + "Ġ\"(": 16813, + "peer": 16814, + "Ġ$${\\": 16815, + "questions": 16816, + "Ġtrunc": 16817, + "Ġnumeric": 16818, + "serializers": 16819, + "043": 16820, + "Ġgar": 16821, + "Concept": 16822, + "iterator": 16823, + "Img": 16824, + "Ġstaticmethod": 16825, + "ĠRussian": 16826, + ".-": 16827, + "quart": 16828, + "Ġcontributed": 16829, + "231": 16830, + "Ġregional": 16831, + "linux": 16832, + "Ġdifficulties": 16833, + "Ġmechanisms": 16834, + "Ġfossils": 16835, + 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"ÑĢÑĥ": 25565, + "Ġkmph": 25566, + "ĠLeon": 25567, + "MENTS": 25568, + "Revision": 25569, + "Ġlineno": 25570, + "typed": 25571, + "TemplateField": 25572, + "Disk": 25573, + "pens": 25574, + "yi": 25575, + "Ãı": 25576, + "Ġ(=": 25577, + "ĠSeven": 25578, + "ripetal": 25579, + "Ġnoting": 25580, + "ĠUTC": 25581, + "Ġsolely": 25582, + "conda": 25583, + "Ġrelu": 25584, + "containing": 25585, + "overwrite": 25586, + "Unicode": 25587, + "ĠAsync": 25588, + "Subscription": 25589, + "ÑĤо": 25590, + "ukary": 25591, + "(\",\")": 25592, + "ĠMachiavelli": 25593, + "515": 25594, + "DG": 25595, + "Fri": 25596, + "Patch": 25597, + "PLAY": 25598, + "Sound": 25599, + "fart": 25600, + "gca": 25601, + "already": 25602, + "lek": 25603, + "ĠdB": 25604, + "odi": 25605, + "ĠCI": 25606, + "Ġrg": 25607, + "Ġ\\'": 25608, + "``}`": 25609, + "Ġjaw": 25610, + "ellom": 25611, + "ceptions": 25612, + "Ġcooperation": 25613, + "čĊčĊčĊĠĠĠ": 25614, + "returncode": 25615, + "Ġoffsets": 25616, + "Ġmarking": 25617, + "DIRE": 25618, + "Ġinsurance": 25619, + "ooper": 25620, + "HOW": 25621, + "waypoint": 25622, + "读": 25623, + "Ġcollisions": 25624, + "Ġanalytical": 25625, + "ĠAccept": 25626, + "ĠDavis": 25627, + "å½¢": 25628, + "è´¥": 25629, + "Ġdescriptive": 25630, + "bellion": 25631, + "Ġradicand": 25632, + ".!": 25633, + "Isl": 25634, + "QColor": 25635, + "rss": 25636, + "æ·": 25637, + "arithmetic": 25638, + "Ġpays": 25639, + "Ġnerves": 25640, + "Ġresemble": 25641, + "Ġthrust": 25642, + "uru": 25643, + "ĠTW": 25644, + "ĠCAN": 25645, + "clamation": 25646, + "enspace": 25647, + "ĠKen": 25648, + "disconnect": 25649, + "Ġfeels": 25650, + "Ġexplor": 25651, + "Soft": 25652, + "Ġcorrected": 25653, + "ðŁĴ": 25654, + "AGES": 25655, + "Ġindication": 25656, + "ĠNeander": 25657, + "ĠObjects": 25658, + "ĠEmperor": 25659, + "Ġpulses": 25660, + "Ġflipped": 25661, + "ä¹ī": 25662, + "ĠVertex": 25663, + "ĠAlembic": 25664, + "ĠPakistan": 25665, + "+(-": 25666, + "FONT": 25667, + "Router": 25668, + "Tex": 25669, + "bread": 25670, + "cels": 25671, + "dS": 25672, + "dash": 25673, + "fir": 25674, + "kve": 25675, + "lies": 25676, + "rim": 25677, + "tup": 25678, + "yk": 25679, + "Ġsieve": 25680, + "orion": 25681, + "along": 25682, + "Ġmarch": 25683, + "asympt": 25684, + "igating": 25685, + "ĠCUBE": 25686, + "ems": 25687, + "resolved": 25688, + "Ġunstable": 25689, + "Ġdisclaimer": 25690, + "plicas": 25691, + "ønn": 25692, + "Ġsprite": 25693, + "ĠâĪij": 25694, + "paren": 25695, + "ListView": 25696, + "Ġreflections": 25697, + "Ġmodifications": 25698, + "ĠRespon": 25699, + "761": 25700, + "Partition": 25701, + "Ġstacked": 25702, + "ĠGrav": 25703, + "speech": 25704, + "лÑı": 25705, + "ек": 25706, + "Ġstimuli": 25707, + "è½½": 25708, + "IGNORE": 25709, + "Ġinstructor": 25710, + "Ġlegislative": 25711, + "Ġaliases": 25712, + "Ġtunnel": 25713, + "JT": 25714, + "PAT": 25715, + "gun": 25716, + "lod": 25717, + "pj": 25718, + "pangram": 25719, + "sensitive": 25720, + "tour": 25721, + "Ġ................................": 25722, + "Ġsperm": 25723, + "Ġinconsistent": 25724, + "stroke": 25725, + "uristic": 25726, + "plified": 25727, + "ĠCLA": 25728, + "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ": 25729, + "ĠMess": 25730, + "putation": 25731, + "valence": 25732, + "obil": 25733, + "States": 25734, + "Producer": 25735, + "557": 25736, + "polation": 25737, + "Ġderivation": 25738, + "riteria": 25739, + "Ġimpulse": 25740, + "transformed": 25741, + "ä»İ": 25742, + "ĠActive": 25743, + "Ġnorms": 25744, + "ак": 25745, + "Ġfluores": 25746, + "Ġrecursively": 25747, + "Converter": 25748, + "Ġinterpolate": 25749, + "Ġinjuries": 25750, + "Ġnineteenth": 25751, + "Ġtackle": 25752, + "Bank": 25753, + "Dy": 25754, + "HAND": 25755, + "NER": 25756, + "tet": 25757, + "Ġfoci": 25758, + "stages": 25759, + "Ġgithub": 25760, + "ĠNat": 25761, + "Anim": 25762, + "slag": 25763, + "串": 25764, + "ROW": 25765, + "Ġqt": 25766, + "874": 25767, + "ĠPhase": 25768, + "dropna": 25769, + "Ġimplementing": 25770, + "learner": 25771, + "ĠGuided": 25772, + "Ġscreening": 25773, + "Ġglobals": 25774, + "regularizer": 25775, + "æݧ": 25776, + "ĠEventually": 25777, + "Radio": 25778, + "ouncement": 25779, + "Ġskeletal": 25780, + "@@@@": 25781, + "Ġimmunity": 25782, + "Payload": 25783, + "ĠCTORATstpSPReq": 25784, + "Ġsubstituted": 25785, + "7103": 25786, + "830": 25787, + "Got": 25788, + "QFont": 25789, + "Uy": 25790, + "mpi": 25791, + "mÃ¥l": 25792, + "mennes": 25793, + "ìĪĺ": 25794, + "inl": 25795, + "leave": 25796, + "Ġmongo": 25797, + "Ġwash": 25798, + "ĠVed": 25799, + "Ġcounterclockwise": 25800, + "perturbed": 25801, + "902": 25802, + "=\\\"": 25803, + "ADAPTER": 25804, + "specified": 25805, + "ahoo": 25806, + "CONST": 25807, + "extraction": 25808, + "IRTU": 25809, + "asjoner": 25810, + "ïģ°": 25811, + "ĠSweden": 25812, + "017": 25813, + "Rx": 25814, + "growth": 25815, + "esides": 25816, + "aras": 25817, + "Ġ1100": 25818, + "intermediate": 25819, + "ÂłĠÂłĠ": 25820, + "ĠRoom": 25821, + "Ġ550": 25822, + "eneration": 25823, + "forge": 25824, + "ALC": 25825, + "Ġinvite": 25826, + "Ġinvari": 25827, + "cdk": 25828, + "authentication": 25829, + "Ġ¼": 25830, + "POCH": 25831, + "snake": 25832, + "ĠRegions": 25833, + "Ġfacial": 25834, + "ĠHandle": 25835, + "Embedding": 25836, + "ĠAgriculture": 25837, + "ĠEQUATIONS": 25838, + "Ġavoided": 25839, + "dro": 25840, + "lj": 25841, + "zones": 25842, + "Ġtidal": 25843, + "anne": 25844, + "Ġ\"|": 25845, + "ĠNobel": 25846, + "agtail": 25847, + "Ġcanonical": 25848, + "Ġensemble": 25849, + "Ġfeathers": 25850, + "Ġthinks": 25851, + "graduate": 25852, + "Ġstriking": 25853, + "ĠRemote": 25854, + "天": 25855, + "Ġcollective": 25856, + "Ġappropriately": 25857, + "spectrum": 25858, + "bÃ¥t": 25859, + "Development": 25860, + "madgraphMLM": 25861, + "724": 25862, + "BAC": 25863, + "Bounds": 25864, + "GMAT": 25865, + "Hard": 25866, + "Scope": 25867, + "XZ": 25868, + "hull": 25869, + "Ġig": 25870, + "Ġinquiry": 25871, + "Ġmb": 25872, + "raf": 25873, + "abbr": 25874, + "enders": 25875, + "ĠNine": 25876, + "ĠMarg": 25877, + "Ġkindergarten": 25878, + "addItem": 25879, + "spi": 25880, + "amping": 25881, + "TEMP": 25882, + "Asset": 25883, + "ĠSimulation": 25884, + "Ġpotassium": 25885, + "Ġgroundwater": 25886, + "ĠLeague": 25887, + "ĠLeibn": 25888, + "Ġpredicate": 25889, + "CRIPT": 25890, + "Ġtaxonomy": 25891, + "Ġmultic": 25892, + "Ġuniformly": 25893, + "Ġgathering": 25894, + "Important": 25895, + "Ġshrink": 25896, + "Ġnewspapers": 25897, + "Ġsuddenly": 25898, + "ĠPsychology": 25899, + "ĠPortuguese": 25900, + "Currency": 25901, + "House": 25902, + "Meter": 25903, + "bond": 25904, + "tids": 25905, + "uu": 25906, + "anal": 25907, + "Ġrear": 25908, + "Ġ148": 25909, + "rait": 25910, + "Ġthrive": 25911, + "uta": 25912, + "Ġgates": 25913, + "Ġforgot": 25914, + "conflict": 25915, + "ĠDays": 25916, + "9954": 25917, + "loadtxt": 25918, + "contained": 25919, + "cdn": 25920, + "Ġcontinents": 25921, + "Ġartic": 25922, + "ĠParser": 25923, + "ĠLetter": 25924, + "ĠPrim": 25925, + "IPTOR": 25926, + "00000020": 25927, + "ĠGeneric": 25928, + "IVES": 25929, + "normalsize": 25930, + "ÑĢа": 25931, + "ilitary": 25932, + "ĠValidate": 25933, + "ĠAlternatively": 25934, + "Triangle": 25935, + "ÂĿÂľÂĥ": 25936, + "IRTUAL": 25937, + "(âĢĵ": 25938, + "+$": 25939, + "Dam": 25940, + "GEN": 25941, + "Qw": 25942, + "Rsp": 25943, + "Tok": 25944, + "Tutor": 25945, + "bury": 25946, + "tls": 25947, + "yaw": 25948, + "îĢ": 25949, + "restrict": 25950, + "Ġdance": 25951, + "Ġmate": 25952, + "Ġbattles": 25953, + "ĠAk": 25954, + "Ġvoy": 25955, + "emed": 25956, + "ĠMask": 25957, + "conj": 25958, + "Ġnotable": 25959, + "uren": 25960, + "Ġkernels": 25961, + "ĠVS": 25962, + "Ġ203": 25963, + "Ġsimulated": 25964, + "Ġ1234": 25965, + "anny": 25966, + "these": 25967, + "Ġ141": 25968, + "Ġ131": 25969, + "Ġstrikes": 25970, + "ĠCONNECTION": 25971, + "]*(": 25972, + "Ġtracker": 25973, + "ĠArchae": 25974, + "Ġburst": 25975, + "ĠExploration": 25976, + "divisor": 25977, + "ĠâĸĪ": 25978, + "Ġcelebrated": 25979, + "Ġmosquito": 25980, + "!}{": 25981, + "(``": 25982, + "Bra": 25983, + "CAT": 25984, + "Hidden": 25985, + "WAR": 25986, + "pz": 25987, + "etically": 25988, + "Ġprojections": 25989, + "ĠNut": 25990, + "ĠBlog": 25991, + "Ġshark": 25992, + "avis": 25993, + "...(": 25994, + "ĠCommented": 25995, + "ITER": 25996, + "Ġslider": 25997, + "Ġexpend": 25998, + "Ġretention": 25999, + "Ġappearing": 26000, + "Ġdepths": 26001, + "asjonen": 26002, + "paired": 26003, + "Ġcouns": 26004, + "untary": 26005, + "claimed": 26006, + "Ġshopping": 26007, + "quarters": 26008, + "432": 26009, + "EAR": 26010, + "JH": 26011, + "WEB": 26012, + "iw": 26013, + "yre": 26014, + "Ġdag": 26015, + "edes": 26016, + "stoff": 26017, + "omon": 26018, + "Ġstiff": 26019, + "aby": 26020, + "ĠFREE": 26021, + "ĠMR": 26022, + "ĠMong": 26023, + "ĠEvaluation": 26024, + "Ġreshape": 26025, + "Ġimper": 26026, + "tees": 26027, + "forcing": 26028, + "discount": 26029, + "2222": 26030, + "Ġdenied": 26031, + "brud": 26032, + "оÑģ": 26033, + "doi": 26034, + "00000090": 26035, + "Ġstreets": 26036, + "Arguments": 26037, + "Ġdirname": 26038, + "Ġimprovements": 26039, + "Equivalent": 26040, + "Ġpurely": 26041, + "ĠCommutative": 26042, + "èĤ¡ä¸ľ": 26043, + "wrapped": 26044, + "Ġwarrant": 26045, + "+\"\\": 26046, + "JR": 26047, + "QFrame": 26048, + "dC": 26049, + "gren": 26050, + "pent": 26051, + "qq": 26052, + "youtube": 26053, + "alist": 26054, + "Ġfy": 26055, + "Ġdv": 26056, + "Ġlarvae": 26057, + "Ġ(<": 26058, + "ommer": 26059, + "Ġbeach": 26060, + "ĠNile": 26061, + "oren": 26062, + "orest": 26063, + "Ġhepat": 26064, + "peri": 26065, + "Ġ['[": 26066, + "Ġdetermination": 26067, + "slide": 26068, + "Ġâģ": 26069, + "{}]": 26070, + "Ġbricks": 26071, + "ĠOrleans": 26072, + "Ġnamespaced": 26073, + "ãģ¨": 26074, + "multiplication": 26075, + "Ġgoverned": 26076, + "DateField": 26077, + "ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ": 26078, + "permalink": 26079, + "Ġprofound": 26080, + "Ġharsh": 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"ENDPOINT": 26135, + "paid": 26136, + "ä¿®": 26137, + "ĠAustria": 26138, + "ĠNevada": 26139, + ")âĪĴ": 26140, + "Ji": 26141, + "Jk": 26142, + "QWidget": 26143, + "eos": 26144, + "Ġthesis": 26145, + "Ġinject": 26146, + "urches": 26147, + "Ġ'@": 26148, + "ĠTip": 26149, + "Ġviable": 26150, + "ĠGH": 26151, + "Ġcontributes": 26152, + "dirpath": 26153, + "ĠΩ": 26154, + "OTHER": 26155, + "Ġgenetics": 26156, + "ĠINPUT": 26157, + "Ġglue": 26158, + "ĠTransport": 26159, + "误": 26160, + "SkillLoop": 26161, + "Ġconsistently": 26162, + "Ġratings": 26163, + "organic": 26164, + "ĉĉĉĉĉĉĉĉ": 26165, + "Ġmedicines": 26166, + "assertIsNone": 26167, + "ĠSamuel": 26168, + "taxonomy": 26169, + "Rotation": 26170, + "Ġeruptions": 26171, + "Ġincredibly": 26172, + "itkMeshD": 26173, + "Ġtomorrow": 26174, + "035": 26175, + "523": 26176, + "Cong": 26177, + "Hum": 26178, + "HCF": 26179, + "father": 26180, + "lip": 26181, + "mgr": 26182, + "onen": 26183, + "ctypes": 26184, + "stav": 26185, + "Ġhl": 26186, + "quic": 26187, + "adas": 26188, + "Ġstating": 26189, + "ĠRain": 26190, + "gettext": 26191, + "Ġshots": 26192, + "rics": 26193, + "anners": 26194, + "Ġ182": 26195, + "University": 26196, + "Ġslim": 26197, + "Ġ172": 26198, + "OfClass": 26199, + "Ġswing": 26200, + "Ġtimeline": 26201, + "ĠPrevention": 26202, + "Adjust": 26203, + "DOW": 26204, + "Ġquotes": 26205, + "ĠMaya": 26206, + "Ġcombines": 26207, + "Ġchess": 26208, + "providers": 26209, + "oosevelt": 26210, + "ĠUsers": 26211, + "表示": 26212, + "Credit": 26213, + "ĠQUEST": 26214, + "nohtyp": 26215, + "Fx": 26216, + "few": 26217, + "nab": 26218, + "rul": 26219, + "Ġtanks": 26220, + "Ġtetra": 26221, + "inh": 26222, + "incl": 26223, + "orator": 26224, + "Ġfb": 26225, + "statist": 26226, + "loan": 26227, + "Ġkx": 26228, + "ĠGer": 26229, + "Ġcontours": 26230, + "scient": 26231, + "mins": 26232, + "Ġspinner": 26233, + "Ġreadable": 26234, + "IONAL": 26235, + "°-": 26236, + "OfContext": 26237, + "iffs": 26238, + "cmc": 26239, + "ĠCONTRIBUT": 26240, + 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30914, + "Strings": 30915, + "Plate": 30916, + "ï¼Ľ": 30917, + "Ġcoloring": 30918, + "docx": 30919, + "961": 30920, + "Ġgenotype": 30921, + "ĠPrism": 30922, + "Ġportfolio": 30923, + "ĠClinical": 30924, + "ographs": 30925, + "Ġन": 30926, + "Trader": 30927, + "incident": 30928, + "ennial": 30929, + "æľį": 30930, + "ĠGeographic": 30931, + "ĠAbove": 30932, + "GEO": 30933, + "AppBase": 30934, + "cpus": 30935, + "ĠDetermining": 30936, + "otional": 30937, + "ĠBaseException": 30938, + "Ġexpects": 30939, + "Ġgaining": 30940, + "ĠPROC": 30941, + "Ġlatex": 30942, + "Ġacidic": 30943, + "ĠInputs": 30944, + "PAY": 30945, + "ĠModified": 30946, + "Ġdeadly": 30947, + "lcw": 30948, + "ĠNumerator": 30949, + "Ġrevolutionary": 30950, + "DecimalField": 30951, + "DEVICES": 30952, + "Paid": 30953, + "rstuv": 30954, + "ĠMETHOD": 30955, + "ĠHEAD": 30956, + "Ġhurricane": 30957, + "ĠQPushButton": 30958, + "Ġoblique": 30959, + "577": 30960, + "939": 30961, + "Pt": 30962, + "Pen": 30963, + "Treatment": 30964, + 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"Ġsinx": 31957, + ")+\"\\": 31958, + "à¥Ĥ": 31959, + "tagname": 31960, + "ĠINFO": 31961, + "Ġmilliseconds": 31962, + "Ġpatri": 31963, + "Ġïĥ·": 31964, + "Ġpartitioning": 31965, + "existent": 31966, + "burgh": 31967, + "ĠBetter": 31968, + "ĠPermutations": 31969, + "çݯ": 31970, + "æĬ¥": 31971, + "Ġapplet": 31972, + "determined": 31973, + "hydrogen": 31974, + "February": 31975, + "elevation": 31976, + "Ġaxioms": 31977, + "Ġsocio": 31978, + ")()": 31979, + ",âĢĻ": 31980, + "613": 31981, + "Civil": 31982, + "IU": 31983, + "OST": 31984, + "Pixmap": 31985, + "Sparse": 31986, + "Tor": 31987, + "TBinaryProtocol": 31988, + "lær": 31989, + "sometimes": 31990, + "éŁ": 31991, + "inely": 31992, + "alism": 31993, + "Ġpiano": 31994, + "Ġnectar": 31995, + "ulph": 31996, + "),\"": 31997, + "irie": 31998, + "ĠCER": 31999, + "lyn": 32000, + "ĠPad": 32001, + "ĠMPI": 32002, + "ĠBor": 32003, + "}{*{": 32004, + "ĠUran": 32005, + "Ġschemes": 32006, + "ĠVoy": 32007, + "Ġparks": 32008, + "Ġcoating": 32009, + 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"ulose": 32117, + "owski": 32118, + "irates": 32119, + "ĠCot": 32120, + "indust": 32121, + "agas": 32122, + "ccs": 32123, + "Ġalleles": 32124, + "Ġobey": 32125, + "ockey": 32126, + "apikey": 32127, + "Ġ`~": 32128, + "iterate": 32129, + "Ġcollector": 32130, + "âĪĴ\\": 32131, + "ENTER": 32132, + "аÑģ": 32133, + "(_(\"": 32134, + "suitable": 32135, + "Ġtemperate": 32136, + "timately": 32137, + "Ġtransforming": 32138, + "Ġpotatoes": 32139, + "QUARE": 32140, + "triangles": 32141, + "ни": 32142, + "Ġfeeds": 32143, + "ðŁı»": 32144, + "Ġcardboard": 32145, + "ĠGuinea": 32146, + "ĠEXE": 32147, + "Heading": 32148, + "likes": 32149, + "quiring": 32150, + "Ġpurchasing": 32151, + "Ġancestry": 32152, + "ĠLEARNING": 32153, + "ĠRotation": 32154, + "ĠSymbols": 32155, + "Ġtightly": 32156, + "TBinaryProtocolAccelerated": 32157, + "pgrbanl": 32158, + "CER": 32159, + "DOT": 32160, + "Fj": 32161, + "Hours": 32162, + "Reduce": 32163, + "VOC": 32164, + "aqu": 32165, + "bane": 32166, + "goto": 32167, + "vg": 32168, + "repl": 32169, + "isChecked": 32170, + "Ġworn": 32171, + "Ġmf": 32172, + "etings": 32173, + "utm": 32174, + "Ġeats": 32175, + "odal": 32176, + "Ġ010": 32177, + "ĠPcd": 32178, + "Ġproposals": 32179, + "conversation": 32180, + "ĠLD": 32181, + "('\\\\": 32182, + "aret": 32183, + "eca": 32184, + "phil": 32185, + "setIcon": 32186, + "dik": 32187, + "Ġapparatus": 32188, + "Ġscrap": 32189, + "1309": 32190, + "Ġdisasters": 32191, + "Ġcoarse": 32192, + "oxid": 32193, + "bye": 32194, + "measures": 32195, + "[::": 32196, + "Ġvein": 32197, + "Ġeditable": 32198, + "checkpoints": 32199, + "brann": 32200, + "ĠShop": 32201, + "grades": 32202, + "ðŁ¤": 32203, + "Buttons": 32204, + "Adjacent": 32205, + "Ġsocially": 32206, + "Readable": 32207, + "ðŁı½": 32208, + "Ġrelev": 32209, + "Ġpredator": 32210, + "ascending": 32211, + "Visitor": 32212, + "IZER": 32213, + "ĠNormalize": 32214, + "Ġflashcards": 32215, + "Ġroutines": 32216, + "Ġtosses": 32217, + "Ġpigs": 32218, + "Ġelasticity": 32219, + "ĠCLASS": 32220, + "ĠEconomics": 32221, + "Ġpyspark": 32222, + "Ġsovereignty": 32223, + "haviour": 32224, + "726": 32225, + "Ground": 32226, + "Moving": 32227, + "PAD": 32228, + "SQ": 32229, + "breed": 32230, + "cars": 32231, + "dP": 32232, + "whether": 32233, + "Ġsbox": 32234, + "ĠoGen": 32235, + "Ġbask": 32236, + "Ġ(__": 32237, + "unct": 32238, + "Ġ226": 32239, + "estones": 32240, + "ÂłĠÂłĠÂłĠÂłĠÂłĠÂłĠÂłĠÂłĠÂł": 32241, + "ptype": 32242, + "ĠFa": 32243, + "upyter": 32244, + "Ġalkal": 32245, + "Ġ432": 32246, + "ĠEPA": 32247, + "ĠDa": 32248, + "ewater": 32249, + "avirus": 32250, + "figures": 32251, + "Ġperimeters": 32252, + "ĠVIRTUAL": 32253, + "14159": 32254, + "\"]}": 32255, + "Ġlogically": 32256, + "Ġspores": 32257, + "Ġ['--": 32258, + "dfront": 32259, + "ĠAlabama": 32260, + "eteor": 32261, + "Ġawesome": 32262, + "ronics": 32263, + "finding": 32264, + "helon": 32265, + "ncing": 32266, + "apses": 32267, + "orizing": 32268, + "ĠFlight": 32269, + "Ġevaluator": 32270, + "ĠDeath": 32271, 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"Ġ1890": 32324, + "blur": 32325, + "Ġgrazing": 32326, + "CTORS": 32327, + "expresion": 32328, + "grand": 32329, + "itespace": 32330, + "ĊĠĠĊĠĠĠ": 32331, + "BEGIN": 32332, + "ðŁı¼": 32333, + "Ġconcise": 32334, + "Ġsemiconduct": 32335, + "Ġincub": 32336, + "ĠElectrical": 32337, + "Ġcampaigns": 32338, + "ĠLimited": 32339, + "Ġextras": 32340, + "punctuation": 32341, + "Ġsidew": 32342, + "µðŸÅĴ": 32343, + "Ġdisturbance": 32344, + "Ġpneumonia": 32345, + "prayers": 32346, + "923": 32347, + "936": 32348, + ";'": 32349, + "HSV": 32350, + "Zo": 32351, + "bart": 32352, + "gripper": 32353, + "lV": 32354, + "meg": 32355, + "ĠĠĠĊĠĠĠ": 32356, + "oner": 32357, + "Ġdwell": 32358, + "Ġhover": 32359, + "âĢIJ": 32360, + "ĠAda": 32361, + "Ġvcf": 32362, + "ĠCru": 32363, + "ĠCannot": 32364, + "ighted": 32365, + "uby": 32366, + "ĠEur": 32367, + "ordinal": 32368, + "Ġatm": 32369, + "Ġshuffled": 32370, + "Ġks": 32371, + "ĠGant": 32372, + "ĠGlossary": 32373, + "encv": 32374, + "ailing": 32375, + "spill": 32376, 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"sth": 32426, + "esta": 32427, + "ĠSFrame": 32428, + "ĠCooper": 32429, + "exon": 32430, + "resample": 32431, + "riks": 32432, + "ĠPEM": 32433, + "ĠNS": 32434, + "Ġ===": 32435, + "ĠDynamics": 32436, + ")))]": 32437, + "ĊĊĠĠĠĠĠĠ": 32438, + "Ġvalves": 32439, + "Ġ1910": 32440, + "4545": 32441, + "mathmr": 32442, + "551": 32443, + "rmse": 32444, + "Ġsuits": 32445, + "ĠInto": 32446, + "stitutes": 32447, + "rones": 32448, + "Ġpermute": 32449, + "0445": 32450, + "Ġspecifications": 32451, + "expansion": 32452, + "Ġnamespaces": 32453, + "ringer": 32454, + "CDF": 32455, + "RequestHandler": 32456, + "Polit": 32457, + "Ġquicker": 32458, + "hetene": 32459, + "Phi": 32460, + "ĠDepth": 32461, + "ĠInstall": 32462, + "Ġinstantly": 32463, + "RESHOLD": 32464, + "Ġprobable": 32465, + "ligible": 32466, + "Seconds": 32467, + "Permissions": 32468, + "clockwise": 32469, + "Ġsubtended": 32470, + "Successfully": 32471, + "Ġthrone": 32472, + "ĠProgression": 32473, + "代çłģ": 32474, + "ÂĿÂľÂĭ": 32475, + "ĠPuzzle": 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"ĠGuides": 32583, + "AppShelf": 32584, + "mnopq": 32585, + "Ġprecedence": 32586, + "ĠâĨIJ": 32587, + "ĠQuizzes": 32588, + "Ġaeronautical": 32589, + "gravity": 32590, + "ĠDivisor": 32591, + "éĢļè¿ĩ": 32592, + "Ġadvertising": 32593, + "explained": 32594, + "Ġexpenditure": 32595, + "temporary": 32596, + "-(-": 32597, + "058": 32598, + "725": 32599, + ">{": 32600, + "Far": 32601, + "Sa": 32602, + "Syn": 32603, + "SEND": 32604, + "horizon": 32605, + "vask": 32606, + "Ġtitled": 32607, + "Ġsle": 32608, + "enh": 32609, + "enue": 32610, + "Ġfencing": 32611, + "Ġlxml": 32612, + "olerance": 32613, + "efor": 32614, + "efits": 32615, + "Ġyaw": 32616, + "inton": 32617, + "Ġasynchronous": 32618, + "osk": 32619, + "Ġrival": 32620, + "ĠMotor": 32621, + "Ġdefinit": 32622, + "ĠEdu": 32623, + "ĠBart": 32624, + "ĠBeng": 32625, + "ĠBirds": 32626, + "ĠWinter": 32627, + "ĠGeomet": 32628, + "ĠVi": 32629, + "Ġcoeff": 32630, + "Ġinds": 32631, + "ttene": 32632, + "951": 32633, + "keeping": 32634, + 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