commit 0daea0785f4f93e5df9c4ad40e1a2e93e1ed8b96 Author: ModelHub XC Date: Mon Oct 12 04:31:19 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: asjadilahi/danAI-55M-Reasoning Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..7141d40 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,45 @@ +*.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 +danai.jpeg filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-BF16.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-F16.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +danAI-55M-Reasoning-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Modelfile b/Modelfile new file mode 100644 index 0000000..5ab36d1 --- /dev/null +++ b/Modelfile @@ -0,0 +1,21 @@ +# Official Ollama Modelfile for danAI-55M-Reasoning +FROM ./danAI-55M-Reasoning-Q8_0.gguf + +# Model Parameters +PARAMETER temperature 0.2 +PARAMETER top_p 0.9 +PARAMETER top_k 40 +PARAMETER repeat_penalty 1.2 +PARAMETER stop "<|endoftext|>" +PARAMETER stop "" +PARAMETER stop "User:" + +# Official System Prompt +SYSTEM """You are danAI, a helpful, precise, and wise AI assistant with native reasoning and agentic tool-calling capabilities. When solving reasoning or math problems, think step-by-step.""" + +# Template +TEMPLATE """{{ if .System }}System: {{ .System }} + +{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}User: {{ .Content }} + +Assistant: {{ else if eq .Role "assistant" }}{{ .Content }}<|endoftext|>{{ end }}{{ end }}""" diff --git a/README.md b/README.md new file mode 100644 index 0000000..6630244 --- /dev/null +++ b/README.md @@ -0,0 +1,204 @@ +--- +language: +- en +license: apache-2.0 +tags: +- danai +- small-language-model +- slm +- edge-ai +- agentic +- tool-calling +- reasoning +- cot +- mobile +- gguf +- quantization +- ollama +- llama-cpp +- 4bit +- 8bit +- 2bit +pipeline_tag: text-generation +inference: false +--- + +
+ +danAI Logo + +# 🧠 danAI-55M-Reasoning + +**An Ultra-Lightweight 54.5M Agentic & Reasoning Language Model for Edge Devices, Mobile Intelligence, and Microcontrollers** + +*Created by **Asjad Ilahi** ([@asjadilahi](https://huggingface.co/asjadilahi))* + +[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) +[![Parameters](https://img.shields.io/badge/Parameters-54.5M-green.svg)]() +[![RAM Footprint](https://img.shields.io/badge/RAM_Footprint-13MB_to_104MB-orange.svg)]() +[![Quantizations](https://img.shields.io/badge/Formats-GGUF_|_Safetensors_|_Ollama-blueviolet.svg)]() +[![Throughput](https://img.shields.io/badge/Speed->300_tok/s_(Metal/CPU)-purple.svg)]() + +
+ +--- + +### 🌟 About danAI (*دانا - Wise / Intelligent*) + +**danAI-55M-Reasoning** is an ultra-compact **54.5 Million parameter Small Language Model (SLM)** designed from the ground up to bring high-grade reasoning, instruction following, and autonomous agentic capabilities to low-power edge hardware, mobile processors, and IoT devices in an ultra-low **13 MB to 104 MB memory footprint**. + +Named after the Urdu word ***Dānā (دانا)*** meaning *wise* or *intelligent*, **danAI** proves that extreme efficiency and agentic intelligence can coexist without requiring multi-gigabyte models. + +--- + +## ⚡ Quantized Models & Formats (16-bit, 8-bit, 4-bit, 2-bit) + +All official quantizations and weights are hosted directly in this repository: + +| Bit Width | Format | Target File | File Size | Memory Footprint | Recommended Use Case / Target Hardware | +| :---: | :---: | :---: | :---: | :---: | :---: | +| **16-bit** | PyTorch Safetensors | [`model.safetensors`](./model.safetensors) | 104 MB | 104 MB | Standard PyTorch / Hugging Face BF16 inference | +| **16-bit** | PyTorch Safetensors | [`model.fp16.safetensors`](./model.fp16.safetensors) | 104 MB | 104 MB | Standard Half-Precision CUDA GPUs | +| **16-bit** | Master FP32 | [`model.fp32.safetensors`](./model.fp32.safetensors) | 208 MB | 208 MB | Research, analysis & master precision benchmarking | +| **16-bit** | GGUF F16 | [`danAI-55M-Reasoning-F16.gguf`](./danAI-55M-Reasoning-F16.gguf) | 137 MB | 137 MB | llama.cpp / Ollama unquantized reference baseline | +| **16-bit** | GGUF BF16 | [`danAI-55M-Reasoning-BF16.gguf`](./danAI-55M-Reasoning-BF16.gguf) | 137 MB | 137 MB | Apple Silicon Metal & modern CPU engines | +| **8-bit** | GGUF Q8_0 | [`danAI-55M-Reasoning-Q8_0.gguf`](./danAI-55M-Reasoning-Q8_0.gguf) | 73.5 MB | **~74 MB** | **⭐ Recommended for Ollama / llama.cpp (Near 0% quality loss)** | +| **8-bit** | PyTorch INT8 | [`danAI-55M-Reasoning-INT8.safetensors`](./danAI-55M-Reasoning-INT8.safetensors) | 52.2 MB | **~52 MB** | High-speed PyTorch 8-bit symmetric weight inference | +| **6-bit** | GGUF Q6_K | [`danAI-55M-Reasoning-Q6_K.gguf`](./danAI-55M-Reasoning-Q6_K.gguf) | 57.1 MB | ~57 MB | High-precision K-quant balance | +| **5-bit** | GGUF Q5_K_M | [`danAI-55M-Reasoning-Q5_K_M.gguf`](./danAI-55M-Reasoning-Q5_K_M.gguf) | 50.9 MB | ~51 MB | Compact balanced K-quant | +| **4-bit** | GGUF Q4_K_M | [`danAI-55M-Reasoning-Q4_K_M.gguf`](./danAI-55M-Reasoning-Q4_K_M.gguf) | 45.0 MB | **~45 MB** | **⭐ Optimal Edge Balance: Mobile chips, Raspberry Pi, Edge AI** | +| **4-bit** | GGUF Q4_0 | [`danAI-55M-Reasoning-Q4_0.gguf`](./danAI-55M-Reasoning-Q4_0.gguf) | 43.7 MB | ~44 MB | Universal 4-bit block quant for embedded platforms | +| **4-bit** | PyTorch INT4 | [`danAI-55M-Reasoning-INT4.safetensors`](./danAI-55M-Reasoning-INT4.safetensors) | 26.4 MB | **~26 MB** | Ultra-compact 4-bit packed weights for PyTorch on-device | +| **3-bit** | GGUF Q3_K_M | [`danAI-55M-Reasoning-Q3_K_M.gguf`](./danAI-55M-Reasoning-Q3_K_M.gguf) | 38.6 MB | ~39 MB | Sub-40MB K-quant compression | +| **2-bit** | GGUF Q2_K | [`danAI-55M-Reasoning-Q2_K.gguf`](./danAI-55M-Reasoning-Q2_K.gguf) | 32.8 MB | **~33 MB** | 2-bit K-quant for microcontrollers & extreme RAM limits | +| **2-bit** | PyTorch INT2 | [`danAI-55M-Reasoning-INT2.safetensors`](./danAI-55M-Reasoning-INT2.safetensors) | 13.4 MB | **~13 MB** | Ultra-low 2-bit packed representation (4 weights/byte) | + +--- + +## 🚀 Quickstart & Inference + +### 1. Ollama (1-Command Local Run) +```bash +# Download GGUF and Modelfile +huggingface-cli download asjadilahi/danAI-55M-Reasoning danAI-55M-Reasoning-Q8_0.gguf Modelfile --local-dir . + +# Create and run with Ollama +ollama create danai -f Modelfile +ollama run danai "What is 5 + 7?" +``` + +### 2. llama.cpp / llama-cli +```bash +# Download any GGUF quant (e.g. Q8_0 or Q4_K_M) +huggingface-cli download asjadilahi/danAI-55M-Reasoning danAI-55M-Reasoning-Q8_0.gguf --local-dir . + +# Run with llama-cli (>300 tokens/sec on Apple Silicon / CPU) +llama-cli -m danAI-55M-Reasoning-Q8_0.gguf -p "System: You are danAI, a helpful AI assistant.\n\nUser: Solve 25 * 4.\n\nAssistant: " -n 128 +``` + +### 3. Interactive Python Chat with Live Tool Calling +```bash +# Clone repository +git clone https://github.com/Asjad-Ilahi/danAI-55M.git +cd danAI-55M +pip install torch safetensors huggingface-hub tokenizers + +# Run interactive assistant (automatically pulls weights from Hugging Face) +python scripts/chat.py +``` + +### 4. Standalone Quantized PyTorch Runner (INT8, INT4, INT2, BF16) +```python +import torch +from tokenizers import Tokenizer +from safetensors.torch import load_file +from scripts.quantized_chat import load_quantized_model + +# Load 8-bit, 4-bit, or 2-bit quantized safetensors +model, mode = load_quantized_model("hf_export/danAI-55M-Reasoning-INT8.safetensors") +tokenizer = Tokenizer.from_file("tokenizer/tokenizer.json") + +prompt = "System: You are danAI, a helpful AI assistant.\n\nUser: What is 2 + 2?\n\nAssistant: " +input_ids = torch.tensor([tokenizer.encode(prompt).ids], dtype=torch.long) + +with torch.no_grad(): + for _ in range(30): + logits = model(input_ids)[0] + next_token = torch.argmax(logits[0, -1, :]).item() + input_ids = torch.cat([input_ids, torch.tensor([[next_token]])], dim=1) + if next_token in [0, tokenizer.token_to_id("<|endoftext|>")]: + break + +print(tokenizer.decode(input_ids[0].tolist())) +``` + +--- + +## 💎 Core Strengths + +1. **⚡ Ultra-Low 13 MB to 104 MB RAM Footprint**: + * Runs smoothly on mobile chips, Apple Silicon, Raspberry Pi, and microcontrollers. +2. **🛠️ Native Agentic Tool Calling (100% Invocation Rate)**: + * Automatically emits structured `` JSON blocks to offload exact multi-digit math to a `calculator` tool (`123433 * 564332 = 69657191756`) and live real-time queries to `search_web`. +3. **💭 Chain-of-Thought (``) Step-by-Step Reasoning**: + * Decomposes multi-step arithmetic, logic, and planning inside `` tokens before emitting the final answer. +4. **🥇 #1 in Direct Sub-100M Science Benchmarks**: + * Decisively outperforms **Pythia-70M** across ARC-Easy (39.2% vs 37.4%), ARC-Challenge (25.2% vs 18.1%), and MMLU (27.4% vs 25.1%) while being **22% smaller**. +5. **🏆 Outperforms OpenAI GPT-2 Small (124M)**: + * Beats GPT-2 on ARC-Easy (39.2% vs 35.8%), ARC-Challenge (25.2% vs 21.4%), and MMLU (27.4% vs 26.2%) at **less than half the memory**. + +--- + +## 🏆 Full-Dataset Benchmark Leaderboard + +Evaluated across **100% of all official test and validation samples** (>20,000+ test questions) against all major sub-150M open models: + +| Model | Active Params | Training Scale | GSM8K (Direct) | Agentic Tools | ARC-Challenge *(Hard Science)* | ARC-Easy *(2,376 q)* | ARC (Avg) | MMLU *(1,520 q)* | RAM Footprint | PIQA *(1,838 q)* | +| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | +| **danAI-55M-Reasoning** | **54.5M** | **~3B tokens** | **3.0%** | **100.0% (Native)** | **25.2%** | **39.2%** | **32.2%** | **27.4%** | **13MB – 104 MB** | **56.1%** | +| **Pythia-70M** *(EleutherAI)* | 70M | 300B tokens | 0.0% | 0.0% | 18.1% | 37.4% | 27.8% | 25.1% | 140 MB | 59.5% | +| **GPT-2 Small** *(OpenAI)* | 124M | 40B tokens | 0.0% | 0.0% | 21.4% | 35.8% | 28.6% | 26.2% | 248 MB | 63.3% | +| **MobileLLM-125M** *(Meta AI)* | 125M | 1,000B tokens | 0.5% | 0.0% | 27.7% | 45.5% | 36.6% | - | 250 MB | 64.6% | +| **SmolLM-135M** *(Hugging Face)* | 135M | 600B tokens | 1.0% | 0.0% | - | - | 42.4% | 30.2% | 270 MB | 68.4% | +| **SmolLM2-135M** *(Hugging Face)* | 135M | 2,000B tokens | 1.4% | 0.0% | - | - | 43.9% | 31.5% | 270 MB | 68.4% | + +--- + +## 📐 Architecture Specifications + +* **Model Name**: `danAI-55M-Reasoning` +* **Total Parameters**: 54,525,952 (54.5M) +* **Layers**: 12 Transformer Blocks +* **Hidden Dimension**: 512 +* **Attention Heads**: 8 Query Heads +* **KV Heads**: 4 Key/Value Heads (Grouped Query Attention - GQA) +* **Head Dimension**: 64 +* **Intermediate Dimension**: 1376 (SwiGLU MLP) +* **Vocab Size**: 32,768 (Byte-Pair Encoding, Tied Embeddings) +* **Positional Embeddings**: RoPE (Rotary Position Embeddings, Base theta=10000.0, NTK Extension factor=2.0) +* **Max Context Length**: 2048 tokens +* **Memory Footprint**: 13 MB (INT2) / 26 MB (INT4) / 45 MB (Q4_K_M) / 74 MB (Q8_0) / 104 MB (FP16/BF16) + +--- + +## 🔗 Official Links & Resources + +* **GitHub Repository**: [https://github.com/Asjad-Ilahi/danAI-55M](https://github.com/Asjad-Ilahi/danAI-55M) +* **Hugging Face Hub**: [https://huggingface.co/asjadilahi/danAI-55M-Reasoning](https://huggingface.co/asjadilahi/danAI-55M-Reasoning) + +--- + +## 📜 Citation & License + +```bibtex +@misc{ilahi2026danai55m, + author = {Asjad Ilahi}, + title = {danAI-55M-Reasoning: Ultra-Lightweight Agentic and Reasoning Language Model}, + year = {2026}, + publisher = {Hugging Face}, + howpublished = {\url{https://huggingface.co/asjadilahi/danAI-55M-Reasoning}} +} +``` + +* **License**: Apache 2.0 (Open-source, commercial use permitted) +* **Author**: Asjad Ilahi ([@asjadilahi](https://huggingface.co/asjadilahi)) diff --git a/config.json b/config.json new file mode 100644 index 0000000..f7547ba --- /dev/null +++ b/config.json @@ -0,0 +1,27 @@ +{ + "architectures": [ + "CausalLM" + ], + "model_type": "danai", + "vocab_size": 32768, + "hidden_size": 512, + "intermediate_size": 1376, + "num_hidden_layers": 12, + "num_attention_heads": 8, + "num_key_value_heads": 4, + "head_dim": 64, + "hidden_act": 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"mass": 17429, + "watch": 17430, + "Ġdynasty": 17431, + "leans": 17432, + "sever": 17433, + "Ġintimate": 17434, + "stan": 17435, + "Ġgates": 17436, + "ĠCanyon": 17437, + "Ġconsole": 17438, + "Ġelusive": 17439, + "ĠBoe": 17440, + "Ġdelete": 17441, + "keep": 17442, + "Ġcompost": 17443, + "Ġcompress": 17444, + "Ġ450": 17445, + "Ġ79": 17446, + "Ġdonation": 17447, + "ĠScreen": 17448, + "ĠManufact": 17449, + "Ġmutually": 17450, + "######": 17451, + "Ġfifteen": 17452, + "osterone": 17453, + "Ġtightly": 17454, + "ĠEconomics": 17455, + "Ġassertion": 17456, + "arette": 17457, + "Ġreproduce": 17458, + "ĠMuhammad": 17459, + "å¤": 17460, + "atar": 17461, + "Ġ111": 17462, + "Ġdile": 17463, + "semble": 17464, + "Ġgamb": 17465, + "Ġannot": 17466, + "ĠBeth": 17467, + "ppy": 17468, + "Ġvivid": 17469, + "Ġvintage": 17470, + "ĠNBC": 17471, + "ĠGins": 17472, + "Ġcompressed": 17473, + "Ġjaw": 17474, + "Ġscaled": 17475, + "Ġspecimens": 17476, + "issible": 17477, + "Ġowns": 17478, + "Ġbush": 17479, + "ĠZoo": 17480, + "Ġgraphical": 17481, + "Ġsubjected": 17482, + "ealous": 17483, + "Ġsplitting": 17484, + "ĠStatistical": 17485, + "Ġcycling": 17486, + "Ġmandatory": 17487, + "ĠResponse": 17488, + "Ġmargins": 17489, + "Ġdismissed": 17490, + "Ġhierarchy": 17491, + "Ġaccompanying": 17492, + "ĠDouglas": 17493, + "-,": 17494, + "Rich": 17495, + "Ġfame": 17496, + "Ġpend": 17497, + "asers": 17498, + "Ġintentions": 17499, + "ĠTar": 17500, + "ĠToo": 17501, + "olith": 17502, + "ĠApart": 17503, + "ĠSM": 17504, + "Ġ*||": 17505, + "rived": 17506, + "Ġvic": 17507, + "oder": 17508, + "article": 17509, + "ĠGran": 17510, + "ogg": 17511, + "ĠZone": 17512, + "Ġdeviations": 17513, + "Ġillumin": 17514, + "Ġthoughtful": 17515, + "Ġseparating": 17516, + "Ġsupervision": 17517, + "Ġparametric": 17518, + "Ġgasoline": 17519, + "Ġphilosophers": 17520, + "ĠPalm": 17521, + "Ġfacilitating": 17522, + "Ġfortune": 17523, + "Ġquietly": 17524, + "Ġmodulus": 17525, + "communications": 17526, + "ĠAntarctic": 17527, + "oubted": 17528, + "ĠSudan": 17529, + "Ġdwarf": 17530, + "Test": 17531, + "aer": 17532, + "dra": 17533, + "ncing": 17534, + "say": 17535, + "raul": 17536, + "Ġstoring": 17537, + "ĠMt": 17538, + "ĠMong": 17539, + "ĠBright": 17540, + "Ġdeployment": 17541, + "ivic": 17542, + "ĠEstate": 17543, + "ĠLen": 17544, + "ogl": 17545, + "ignment": 17546, + "aky": 17547, + "Ġrealization": 17548, + "Ġboom": 17549, + "Ġskip": 17550, + "Ġdelays": 17551, + "ployed": 17552, + "elsh": 17553, + "ĠâĪĤ": 17554, + "ylum": 17555, + "ARD": 17556, + "security": 17557, + "Ġsilicon": 17558, + "oultry": 17559, + "Ġpulmonary": 17560, + "ĠCDC": 17561, + "ĠMedicare": 17562, + "Ġdefendant": 17563, + "Ġundertaken": 17564, + "Ġpharmaceutical": 17565, + "Ġlegendary": 17566, + "ĠAchilles": 17567, + "ĠâĦĿ": 17568, + "GH": 17569, + "Wind": 17570, + "python": 17571, + "Ãł": 17572, + "Ġtile": 17573, + "Ġtones": 17574, + "ĠCome": 17575, + "ĠBB": 17576, + "rien": 17577, + "ĠOk": 17578, + "Ġpersec": 17579, + "Ġ1944": 17580, + "),(": 17581, 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"engu": 17684, + "aho": 17685, + "Ġreporters": 17686, + "Ġswallow": 17687, + "Ġversatile": 17688, + "Ġcardiac": 17689, + "Ġcleaner": 17690, + "Ġrotations": 17691, + "Ġdiagrams": 17692, + "Ġmastery": 17693, + "Ġunfair": 17694, + "Ġconsultant": 17695, + "Ġaccommodation": 17696, + "Ġiterations": 17697, + "ĠWayne": 17698, + "代åĨĻ": 17699, + "Ġvomiting": 17700, + "songwriter": 17701, + "Pop": 17702, + "distance": 17703, + "iencies": 17704, + "æķ": 17705, + "hero": 17706, + "Ġreun": 17707, + "Ġlid": 17708, + "ĠCondition": 17709, + "aby": 17710, + "Ġdeple": 17711, + "ĠWol": 17712, + "Ġrug": 17713, + "erenn": 17714, + "ĠODE": 17715, + "Ġresume": 17716, + "ĠWeather": 17717, + "Instead": 17718, + "Ġdifferentiate": 17719, + "Ġ83": 17720, + "Ġcomplexities": 17721, + "Ġcreator": 17722, + "Answ": 17723, + "shine": 17724, + "roller": 17725, + "ĠPerfect": 17726, + "Ġhypothetical": 17727, + "ĠGreater": 17728, + "ĠBelgium": 17729, + "ĠSTEM": 17730, + "December": 17731, + "Ġincentives": 17732, + 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+ "plain": 17786, + "ĠJoy": 17787, + "rule": 17788, + "Ġcoaches": 17789, + "Ġcoherent": 17790, + "tein": 17791, + "Ġgravel": 17792, + "Ġcentres": 17793, + "Ġ93": 17794, + "Ġcontinental": 17795, + "Ġmetast": 17796, + "Ġprotests": 17797, + "ĠByz": 17798, + "Ġconcave": 17799, + "Ġkindness": 17800, + "ĠBeijing": 17801, + "Ġspecification": 17802, + "Ġsubjective": 17803, + "recision": 17804, + "Ġhonored": 17805, + "Ġroller": 17806, + "!!!!": 17807, + "ĠSubject": 17808, + "OUR": 17809, + "handed": 17810, + "Ġexpansions": 17811, + "Ġdissolved": 17812, + "Ġsocietal": 17813, + "Ġrelaxation": 17814, + "ĠPanel": 17815, + "Ġmirrors": 17816, + "Ġmentally": 17817, + "Ġpropagation": 17818, + "ĠDetermine": 17819, + "ĠProceedings": 17820, + "dad": 17821, + "ele": 17822, + "fund": 17823, + "nm": 17824, + "nor": 17825, + "wave": 17826, + "åIJ": 17827, + "Ġty": 17828, + "Ġcows": 17829, + "Ġsq": 17830, + "Ġow": 17831, + "Ġhind": 17832, + "ambers": 17833, + "ĠFant": 17834, + "ĠLE": 17835, + "Ġ1917": 17836, + 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"coordinate": 17888, + "ĠCole": 17889, + "Ġtravelling": 17890, + "ĠMini": 17891, + "Ġultras": 17892, + "Ġspectra": 17893, + "Ġexhibited": 17894, + "Ġsynthes": 17895, + "()`": 17896, + "ĠJoel": 17897, + "rophy": 17898, + "Develop": 17899, + "Ġflee": 17900, + "Ġcoalition": 17901, + "ĠDenver": 17902, + "ĠStarting": 17903, + "ĠFourth": 17904, + "Ġearthquakes": 17905, + "Ġasteroids": 17906, + "Ġprevalent": 17907, + "ĠJohann": 17908, + "Ġvascular": 17909, + "Bay": 17910, + "bons": 17911, + "cam": 17912, + "course": 17913, + "filled": 17914, + "language": 17915, + "orb": 17916, + "orneys": 17917, + "Ġlyrics": 17918, + "ĠCot": 17919, + "ppings": 17920, + "opard": 17921, + "ĠRou": 17922, + "ĠNames": 17923, + "uds": 17924, + "agne": 17925, + "Ġperimeter": 17926, + "angled": 17927, + "Ġtrillion": 17928, + "Ġblade": 17929, + "Ġdefending": 17930, + "ugar": 17931, + "Ġinvestor": 17932, + "Ġswift": 17933, + "Ġnormalized": 17934, + "Ġlifted": 17935, + "ĠPatients": 17936, + "Ġdetective": 17937, + 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+ "Ġdiscrepancy": 17989, + "Ġbronze": 17990, + "Profess": 17991, + "Ġsurvivors": 17992, + "${": 17993, + "Ġ}_{": 17994, + "heim": 17995, + "Ġbend": 17996, + "Ġgonna": 17997, + "ĠAround": 17998, + "irates": 17999, + "Ġwholes": 18000, + "ĠHi": 18001, + "elli": 18002, + "ĠKle": 18003, + "phants": 18004, + "Ġwhereby": 18005, + "Ġsheer": 18006, + "Ġsupplier": 18007, + "Ġendpoint": 18008, + "Ġboiling": 18009, + "Ġ900": 18010, + "Ġpassenger": 18011, + "Ġtreasures": 18012, + "ĠGenesis": 18013, + "Ġcorrected": 18014, + "ĠPriv": 18015, + "ĠIrving": 18016, + "Ġnurses": 18017, + "ĠBernoulli": 18018, + "Ġfestivals": 18019, + "Ġcardinality": 18020, + "International": 18021, + "Ġsemicon": 18022, + "Mart": 18023, + "dor": 18024, + "Ġsore": 18025, + "isco": 18026, + "arhus": 18027, + "rob": 18028, + "ilk": 18029, + "ĠTs": 18030, + "ĠTips": 18031, + "ĠAber": 18032, + "idae": 18033, + "mentioned": 18034, + "ĠRF": 18035, + "ĠGate": 18036, + "Ġabdominal": 18037, + "Ġunh": 18038, + "ensen": 18039, + 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+ "Ġdiplomatic": 18091, + "Ġpodcast": 18092, + "Commun": 18093, + "ĠNicholas": 18094, + "ilinear": 18095, + "King": 18096, + "Leg": 18097, + "SM": 18098, + "VM": 18099, + "lated": 18100, + "lishes": 18101, + "mile": 18102, + "nx": 18103, + "äº": 18104, + "Ġbored": 18105, + "Ġmasters": 18106, + "irling": 18107, + "ĠRules": 18108, + "ĠEq": 18109, + "ĠNathan": 18110, + "ĠGill": 18111, + "ustion": 18112, + "Ġcomply": 18113, + "Ġperceive": 18114, + "assy": 18115, + "web": 18116, + "Ġmakeup": 18117, + "Ġ86": 18118, + "Ġmoder": 18119, + "Ġreceipt": 18120, + "brace": 18121, + "Ġconverts": 18122, + "Ġpredicting": 18123, + "Review": 18124, + "Ġlaunching": 18125, + "Ġresidual": 18126, + "Ġdivergence": 18127, + "ĠEssay": 18128, + "Ġimmunity": 18129, + "ĠCNN": 18130, + "Ġambiguity": 18131, + "Ġinadequate": 18132, + "BER": 18133, + "Cre": 18134, + "Dan": 18135, + "Dem": 18136, + "Pi": 18137, + "different": 18138, + "mem": 18139, + "present": 18140, + "wright": 18141, + "inance": 18142, + "Ġaids": 18143, + "Ġoak": 18144, + "Ġhollow": 18145, + "static": 18146, + "eted": 18147, + "Ġstip": 18148, + "Ġ220": 18149, + "Ġsealed": 18150, + "ĠFac": 18151, + "ĠJos": 18152, + "ĠProdu": 18153, + "arms": 18154, + "ĠAdvis": 18155, + "ĠOrleans": 18156, + "ée": 18157, + "ĠRegular": 18158, + "Ġpriorities": 18159, + "Ġdisplaying": 18160, + "ĠCommunist": 18161, + "Ġadopting": 18162, + "ĠHolland": 18163, + "Ġ1959": 18164, + "Ġscripts": 18165, + "ĠDetails": 18166, + "Ġvanilla": 18167, + "ĠSafe": 18168, + "ĠMelbourne": 18169, + "Ġtorque": 18170, + "ĠRepresentatives": 18171, + "Ġcontaminated": 18172, + "Ġapparatus": 18173, + "ĠNorwegian": 18174, + "oubtedly": 18175, + "Notes": 18176, + "dest": 18177, + "nings": 18178, + "orie": 18179, + "Ġinexpensive": 18180, + "Ġpenn": 18181, + "ione": 18182, + "Ġeco": 18183, + "dees": 18184, + "imental": 18185, + "ĠCyp": 18186, + "ĠMix": 18187, + "ĠLakes": 18188, + "Ġsparse": 18189, + "Ġunb": 18190, + "Ġtrunk": 18191, + "Ġmaturity": 18192, + "Ġgenius": 18193, + 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"ĠJe": 18295, + "ĠKnight": 18296, + "Ġrape": 18297, + "Ġsubur": 18298, + "teness": 18299, + "Ġintercept": 18300, + "Ġprojective": 18301, + "Ġaccessibility": 18302, + "Ġmusician": 18303, + "Ġmagnesium": 18304, + "Ġmagnificent": 18305, + "ĠSchw": 18306, + "Ġconstructs": 18307, + "ĠProgramme": 18308, + "ĠOrganic": 18309, + "Ġcrafted": 18310, + "ĠLuke": 18311, + "Ġambient": 18312, + "Ġaltering": 18313, + "Ġmyths": 18314, + "Ġvulnerability": 18315, + "ĠVictorian": 18316, + "Ġsupreme": 18317, + "Ġunpredict": 18318, + "ĠFalls": 18319, + "wheel": 18320, + "speaking": 18321, + "ĠTitanic": 18322, + "ĠProtestant": 18323, + "End": 18324, + "Li": 18325, + "Tuesday": 18326, + "fat": 18327, + "woman": 18328, + "ĊĊĠĠĠ": 18329, + "Ġ000": 18330, + "hearted": 18331, + "alph": 18332, + "algebra": 18333, + "Ġfare": 18334, + "Ġdessert": 18335, + "olk": 18336, + "ĠCay": 18337, + "Ġ('": 18338, + "Ġheel": 18339, + "ĠHob": 18340, + "clusive": 18341, + "velt": 18342, + ").$": 18343, + "ĠKate": 18344, + "lla": 18345, + "Ġ1948": 18346, + "Ġemploys": 18347, + "ĠAnthrop": 18348, + "Ġhandles": 18349, + "ĠArmed": 18350, + "Ġorganizational": 18351, + "Ġpromin": 18352, + "___": 18353, + "Ġgeographical": 18354, + "prof": 18355, + "ĠGeneration": 18356, + "ĠJustin": 18357, + "Ġmidst": 18358, + "ĠGlass": 18359, + "Ġmuseums": 18360, + "Ġaerosol": 18361, + "Ġsymptom": 18362, + "Four": 18363, + "Jew": 18364, + "SD": 18365, + "hole": 18366, + "pher": 18367, + "oro": 18368, + "Ġloses": 18369, + "illery": 18370, + "ĠRA": 18371, + "Ġspins": 18372, + "lower": 18373, + "Ġcovariance": 18374, + "ĠViol": 18375, + "Ġdetention": 18376, + "ĠAlpha": 18377, + "Ġmonitors": 18378, + "ancers": 18379, + "Ġopenly": 18380, + "ĠZbl": 18381, + "Ġeducator": 18382, + "Ġdefinitive": 18383, + "afil": 18384, + "ĠMeeting": 18385, + "Ġcontacted": 18386, + "Ġarranging": 18387, + "ĠRecent": 18388, + "Ġhonour": 18389, + "Ġawkward": 18390, + "DAY": 18391, + "Ġtranslations": 18392, + "Ġallev": 18393, + "Ġsubscribe": 18394, + "Ġintuitively": 18395, + "Ġcrystall": 18396, + "ĠClinic": 18397, + "ĠLucas": 18398, + "ĠBarbara": 18399, + "ĠYeah": 18400, + "Ġperturb": 18401, + "Ġdisputes": 18402, + "ĠTransportation": 18403, + "Austral": 18404, + "Ġinfrared": 18405, + "Ġultrasound": 18406, + "130": 18407, + "900": 18408, + "IAL": 18409, + "dict": 18410, + "Ġtheor": 18411, + "erget": 18412, + "aran": 18413, + "Ġmate": 18414, + "ĠAA": 18415, + "ĠMercury": 18416, + "quer": 18417, + "ĠBou": 18418, + "ĠDaw": 18419, + "ĠGT": 18420, + "Ġresides": 18421, + "redited": 18422, + "Ġprovincial": 18423, + "Ġdiscretion": 18424, + "ĠShi": 18425, + "Ġbaseline": 18426, + "ĠAdult": 18427, + "Ġprofitable": 18428, + "Ġcomplexes": 18429, + "Ġestablishes": 18430, + "Ġdrill": 18431, + "rades": 18432, + "ĠMode": 18433, + "ĠActually": 18434, + "ĠEdinburgh": 18435, + "Ġrotational": 18436, + "Ġillustrating": 18437, + "Ġdiagnose": 18438, + "Ġvelocities": 18439, + "ĠDeclar": 18440, + "IONS": 18441, + "Ġstretches": 18442, + "ĠJerry": 18443, + "oscience": 18444, + "ĠCaes": 18445, + "Ġaccidentally": 18446, + "âīĪ": 18447, + "Ġeagerly": 18448, + "ĠGuardian": 18449, + "();": 18450, + "-)": 18451, + "Japan": 18452, + "Men": 18453, + "Nov": 18454, + "Tim": 18455, + "Ver": 18456, + "Watch": 18457, + "prop": 18458, + "series": 18459, + "inctions": 18460, + "Ġpave": 18461, + "Ġlover": 18462, + "Ġgem": 18463, + "ĠSoci": 18464, + "Ġwhis": 18465, + "ĠBus": 18466, + "ĠFlight": 18467, + "Ġspawn": 18468, + "pless": 18469, + "Ġenerget": 18470, + "Ġartery": 18471, + "ĠKin": 18472, + "Ġscattering": 18473, + "Ġprinter": 18474, + "owned": 18475, + "Ġjustified": 18476, + "Ġinsulation": 18477, + "ĠWhatever": 18478, + "Ġlearner": 18479, + "common": 18480, + "iquity": 18481, + "ashi": 18482, + "Ġmush": 18483, + "spaces": 18484, + "Ġγ": 18485, + "Ġquicker": 18486, + "Ġgeography": 18487, + "Ġmorality": 18488, + "Ġâ": 18489, + "Ġanimated": 18490, + "Ġhydrox": 18491, + "Ġnationally": 18492, + "Ġrespondents": 18493, + "ĠISO": 18494, + "Ġdownloaded": 18495, + "ĠClear": 18496, + "ĠMontana": 18497, + "ĠHyper": 18498, + "ĠBrazilian": 18499, + "ĠInterestingly": 18500, + "ĠCruz": 18501, + "Christian": 18502, + "ĠAntarctica": 18503, + "{.}$": 18504, + "Ġdisconnect": 18505, + ")\"": 18506, + "Mal": 18507, + "rime": 18508, + "ë": 18509, + "Ġburg": 18510, + "Ġmph": 18511, + "Ġlively": 18512, + "ĠTob": 18513, + "ĠSeg": 18514, + "chant": 18515, + "ĠCI": 18516, + "ĠBilly": 18517, + "estial": 18518, + "odus": 18519, + "ĠFif": 18520, + "Ġcanvas": 18521, + "ĠGray": 18522, + "Ġthereof": 18523, + "ensation": 18524, + "Ġ1929": 18525, + "Ġ1942": 18526, + "Ġamendment": 18527, + "pshire": 18528, + "Ġsmok": 18529, + "ĠAllow": 18530, + "ĠCommerce": 18531, + "Ġboil": 18532, + "Ġspecifications": 18533, + "ĠActivity": 18534, + "1995": 18535, + "ĠTesting": 18536, + "ÃŃa": 18537, + "ĠTrend": 18538, + "Ġresidues": 18539, + "Ġentertaining": 18540, + "ĠNYC": 18541, + "Ġnesting": 18542, + "ĠPeninsula": 18543, + "Ġdolph": 18544, + "ĠZhang": 18545, + "Ġcanonical": 18546, + "Manifold": 18547, + "*}$$": 18548, + "Never": 18549, + "\\|": 18550, + "lades": 18551, + "Ġtires": 18552, + "Ġsins": 18553, + "ĠBY": 18554, + "ĠBranch": 18555, + "rians": 18556, + "eston": 18557, + "Ġsuprem": 18558, + "ĠDanish": 18559, + "ĠGospel": 18560, + "plit": 18561, + "Ġmaker": 18562, + "ogan": 18563, + "ogens": 18564, + "early": 18565, + "Ġoutfit": 18566, + "ĠKid": 18567, + "ĠStay": 18568, + "Ġ1946": 18569, + "Ġrelied": 18570, + "rowave": 18571, + "Ġbackyard": 18572, + "ovol": 18573, + "123": 18574, + "}}=\\": 18575, + "Ġconcise": 18576, + "ĠCoach": 18577, + "Interest": 18578, + "Ġunfamiliar": 18579, + "ĠInterior": 18580, + "track": 18581, + "Ġturkey": 18582, + "Ġhonestly": 18583, + "Ġwarranty": 18584, + "aundry": 18585, + "ĠRoute": 18586, + "URE": 18587, + "current": 18588, + "initely": 18589, + "icul": 18590, + "stock": 18591, + "ĠCB": 18592, + "Ġretro": 18593, + "Ġretention": 18594, + "Ġsew": 18595, + "ĠGov": 18596, + "ĠJere": 18597, + "ĠJoint": 18598, + "ĠInequ": 18599, + "avian": 18600, + "Ġ1941": 18601, + "Ġnewborn": 18602, + "ictions": 18603, + "Ġshowcase": 18604, + "Ġimports": 18605, + "Ġboots": 18606, + "Ġguiding": 18607, + "ĠShan": 18608, + "ĠPhase": 18609, + "Ġholder": 18610, + "ĠTeacher": 18611, + "Ġbiography": 18612, + "Ġpolygon": 18613, + "âĤĥ": 18614, + "gestion": 18615, + "ĠEdge": 18616, + "Phot": 18617, + "uki": 18618, + "OSS": 18619, + "ĠEvidence": 18620, + "Ġerosion": 18621, + "Ġprayers": 18622, + "ĠIPv": 18623, + "vasive": 18624, + "ĠMcCain": 18625, + "Ġcorrelations": 18626, + "Ġreversed": 18627, + "Ġmesh": 18628, + "Ġfrustrated": 18629, + "ĠKurosawa": 18630, + "Ġcousin": 18631, + "ĠNevada": 18632, + "%).": 18633, + "Er": 18634, + "Obs": 18635, + "Ġ}\\": 18636, + "Ġted": 18637, + "encer": 18638, + "Ġwit": 18639, + "Ġpoultry": 18640, + "Ġbree": 18641, + "Ġbail": 18642, + "Ġmoles": 18643, + "Ġech": 18644, + "iri": 18645, + "ĠBL": 18646, + "ĠWHO": 18647, + "oda": 18648, + "ĠRoot": 18649, + "ocene": 18650, + "Ġevolving": 18651, + "Ġ1935": 18652, + "ausea": 18653, + "Ġinvalid": 18654, + "ĠAmericas": 18655, + "Ġsliding": 18656, + "Ġwarfare": 18657, + "Ġsilly": 18658, + "Comment": 18659, + "UST": 18660, + "Ġgradual": 18661, + "Ġknock": 18662, + "ĠPrograms": 18663, + "Ġescaped": 18664, + "Ġsexuality": 18665, + "Select": 18666, + "Ġpools": 18667, + "special": 18668, + "Ġpedest": 18669, + "Ġwitnesses": 18670, + "Ġaxiom": 18671, + "({\\": 18672, + "gun": 18673, + "lan": 18674, + "oil": 18675, + "tz": 18676, + "uart": 18677, + "alination": 18678, + "ctan": 18679, + "arre": 18680, + "ĠTypically": 18681, + "ĠFell": 18682, + "ocity": 18683, + "ĠGross": 18684, + "Ġunsuccess": 18685, + "ĠYale": 18686, + "Ġguilt": 18687, + "Ġ1860": 18688, + "ĠiOS": 18689, + "}}}{": 18690, + "140": 18691, + "ĠAboriginal": 18692, + "Ġlimitation": 18693, + "Ġvisitor": 18694, + "piracy": 18695, + "Ġcleaned": 18696, + "ĠNeither": 18697, + "Ġtrademark": 18698, + "Ġutilization": 18699, + "Ġmerit": 18700, + "urtles": 18701, + "Ġunfortunate": 18702, 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"ĠAbsolute": 19559, + "ĠAlgeria": 19560, + "Ġdestroying": 19561, + "ĠMolecular": 19562, + "Box": 19563, + "irot": 19564, + "parent": 19565, + "Ġtil": 19566, + "Ġtense": 19567, + "itoes": 19568, + "Ġpants": 19569, + "Ġtoken": 19570, + "icides": 19571, + "omp": 19572, + "imation": 19573, + "ĠMack": 19574, + "Ġcomed": 19575, + "Ġspouse": 19576, + "âĢĿ),": 19577, + "ĠKan": 19578, + ".....": 19579, + "),\\": 19580, + "Ġindul": 19581, + "Ġcentimeters": 19582, + "Ġ1850": 19583, + "Ġautonomy": 19584, + "rology": 19585, + "anguages": 19586, + "ounces": 19587, + "ourses": 19588, + "Ġinternally": 19589, + "ĠCanal": 19590, + "Ġmisleading": 19591, + "ĠDiscovery": 19592, + "Ġrecalls": 19593, + "ĠAccordingly": 19594, + "ĠSurgery": 19595, + "ĠApost": 19596, + "ĠPalace": 19597, + "ĠEgyptians": 19598, + "Ġexperimenting": 19599, + "Ġduct": 19600, + "Ġhypert": 19601, + "ĠCommissioner": 19602, + "Ġarmies": 19603, + "ĠGetting": 19604, + "Ġsupposedly": 19605, + "Ġobstacle": 19606, + "Super": 19607, + 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"Ġ1926": 19760, + "Ġmyri": 19761, + "Ġdeserves": 19762, + "Ġdefect": 19763, + "athon": 19764, + "ĠComments": 19765, + "arming": 19766, + "Ġveins": 19767, + "Ġtemples": 19768, + "Ġbrace": 19769, + "Ġobservers": 19770, + "Ġeconomists": 19771, + "Ġmotors": 19772, + "Ġurgent": 19773, + "Ġexercising": 19774, + "Ġexclude": 19775, + "ĠSummit": 19776, + "ĠMetro": 19777, + "ĠLegend": 19778, + "Ġreinforced": 19779, + "Ġrelaxing": 19780, + "ĠPanama": 19781, + "Color": 19782, + "Ġembraced": 19783, + "Ġlesbian": 19784, + "Ġgenuinely": 19785, + "Ġfisheries": 19786, + "Ġhiking": 19787, + "ĠHopkins": 19788, + "Ġpyramid": 19789, + "Ġamphib": 19790, + "ĠTerritory": 19791, + "Hen": 19792, + "Old": 19793, + "Opt": 19794, + "Rs": 19795, + "Wash": 19796, + "loc": 19797, + "inas": 19798, + "Ġchess": 19799, + "anthrop": 19800, + "Ġmerc": 19801, + "Ġdash": 19802, + "ĠSample": 19803, + "random": 19804, + "ĠMall": 19805, + "ĠPO": 19806, + "ĠRu": 19807, + "ĠRic": 19808, + "ĠNBA": 19809, + "rout": 19810, + "agos": 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"ĠEdd": 19861, + "Ġcannab": 19862, + "Ġmailing": 19863, + "Ġplum": 19864, + "area": 19865, + "Ġjealous": 19866, + "Ġclan": 19867, + "ĠInsp": 19868, + "Ġblues": 19869, + "cession": 19870, + "Ġcounterex": 19871, + "ĠReason": 19872, + "Ġflowering": 19873, + "Ġquantify": 19874, + "Ġaccepts": 19875, + "ISH": 19876, + "Ġconstructions": 19877, + "Ġmounting": 19878, + "ĠRichards": 19879, + "addy": 19880, + "Ġdetector": 19881, + "Ġveterin": 19882, + "ĠEssentially": 19883, + "Ġhatred": 19884, + "Ġweighing": 19885, + "George": 19886, + "unnels": 19887, + "ĠIsaac": 19888, + "Ġproficiency": 19889, + "Ġpollutants": 19890, + "Care": 19891, + "Hy": 19892, + "Know": 19893, + "Local": 19894, + "fiction": 19895, + "had": 19896, + "kets": 19897, + "})$.": 19898, + "hester": 19899, + "orian": 19900, + "Ġore": 19901, + "Ġinvers": 19902, + "Ġporn": 19903, + "Ġbru": 19904, + "Ġnour": 19905, + "Ġninth": 19906, + "Ġtodd": 19907, + "Ġdorm": 19908, + "hering": 19909, + "ĠHP": 19910, + "ĠWITH": 19911, + "ĠFerr": 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19963, + "Ġconstructive": 19964, + "ĠMontreal": 19965, + "Ġstimulation": 19966, + "ĠEconomy": 19967, + "Everyone": 19968, + "EEE": 19969, + "ĠMaterial": 19970, + "Ġscanning": 19971, + "Ġsubsidies": 19972, + "Ġrituals": 19973, + "Global": 19974, + "Ġbutterfly": 19975, + "rishna": 19976, + "ĠColombia": 19977, + "Ġadulthood": 19978, + "æķ°": 19979, + "Cap": 19980, + "Pri": 19981, + "San": 19982, + "eigen": 19983, + "far": 19984, + "mt": 19985, + "pic": 19986, + "onian": 19987, + "Ġcables": 19988, + "Ġfond": 19989, + "Ġpushes": 19990, + "Ġnost": 19991, + "raits": 19992, + "ĠMis": 19993, + "ĠBrow": 19994, + "ĠFine": 19995, + "Ġridge": 19996, + "ĠLines": 19997, + "ĠGrey": 19998, + "0001": 19999, + "Ġresolutions": 20000, + "soon": 20001, + "Ġmatt": 20002, + "ĠChand": 20003, + "erns": 20004, + "ĠAlcohol": 20005, + "Ġrighteous": 20006, + "Ġinsign": 20007, + "||$": 20008, + "Ġgoodness": 20009, + "108": 20010, + "ahu": 20011, + "Ġrestraint": 20012, + "Ġspecialty": 20013, + "Ġlovers": 20014, + "Ġfreezing": 20015, + "ĠLetter": 20016, + "ĠEuropeans": 20017, + "Ġanalytics": 20018, + "itching": 20019, + "Without": 20020, + "Ġunderest": 20021, + "Ġnoticeable": 20022, + "Ġgraduation": 20023, + "rosis": 20024, + "Ġcrying": 20025, + "Ġtangible": 20026, + "Additional": 20027, + "Ġuncertainties": 20028, + "falls": 20029, + "Ġpraised": 20030, + "ĠOperation": 20031, + "Ġilleg": 20032, + "Ġretailers": 20033, + "Ġdelighted": 20034, + "Ġvowels": 20035, + "ĠFactory": 20036, + "Ġcontractor": 20037, + "Ġcancellation": 20038, + "odynamic": 20039, + "ynthesis": 20040, + "ĠAberde": 20041, + "Rober": 20042, + "gments": 20043, + "often": 20044, + "ucc": 20045, + "Ġtended": 20046, + "Ġcakes": 20047, + "Ġsoutheast": 20048, + "Ġfighter": 20049, + "Ġperenn": 20050, + "Ġbaked": 20051, + "utral": 20052, + "ĠAarhus": 20053, + "ĠCBD": 20054, + "ĠCarson": 20055, + "ĠPun": 20056, + "ĠFBI": 20057, + "ĠGates": 20058, + "inters": 20059, + "Ġtragic": 20060, + "complex": 20061, + "ĠSpino": 20062, + "ĠAndor": 20063, + "exe": 20064, + "Ġbrighter": 20065, + "Ġbuses": 20066, + "ĠOrd": 20067, + "âĢ¦âĢĿ": 20068, + "Ġfriendships": 20069, + "ĠâĪª": 20070, + "Ġpolyg": 20071, + ")^{\\": 20072, + "ĠUsers": 20073, + "},$$": 20074, + "umbling": 20075, + "ĠGraduate": 20076, + "Ġsilic": 20077, + "ĠMonroe": 20078, + "Ġimplant": 20079, + "Share": 20080, + "Ġacquiring": 20081, + "Ġtastes": 20082, + "ĠMeteor": 20083, + "ĠTreasury": 20084, + "Ġtensions": 20085, + "Ġoutlook": 20086, + "ĠInitially": 20087, + "ĠLiberty": 20088, + "ĠPopulation": 20089, + "Ġanthropology": 20090, + "latex": 20091, + "Ġrefrigerator": 20092, + "ĠQuantum": 20093, + "functions": 20094, + "ĠLicense": 20095, + "ĠFramework": 20096, + "Human": 20097, + "UK": 20098, + "ç»": 20099, + "Ġbun": 20100, + "Ġnausea": 20101, + "Ġhood": 20102, + "Ġlazy": 20103, + "ĠTag": 20104, + "ĠTodd": 20105, + "ĠSou": 20106, + "Ġants": 20107, + "Ġexchanges": 20108, + "abase": 20109, + "Ġhect": 20110, + "Ġsugars": 20111, + "Ġwast": 20112, + "Ġmapped": 20113, + "Ġ1934": 20114, + "eworks": 20115, + "Ġinviting": 20116, + "Ġmonot": 20117, + "Ġservants": 20118, + "Ġmemoir": 20119, + "Ġmainland": 20120, + "ronics": 20121, + "Ġclearing": 20122, + "ĠAdobe": 20123, + "Ġeconomically": 20124, + "Ġlogistic": 20125, + "Ġaccountability": 20126, + "Ġhalfway": 20127, + "Ġsuperb": 20128, + ")=(": 20129, + "ĠHealthy": 20130, + "Ġhomeless": 20131, + "Ġbirths": 20132, + "Ġlatitude": 20133, + "Introduction": 20134, + "Ġmobil": 20135, + "Ġpollen": 20136, + "ĠOutput": 20137, + "Ġprospective": 20138, + "Plot": 20139, + "Ġmanifolds": 20140, + "Ġfixing": 20141, + "Ġstylish": 20142, + "listed": 20143, + "ĠSpringer": 20144, + "ĠEllis": 20145, + "Ġradicals": 20146, + "ĠBaghdad": 20147, + "Ġcultivated": 20148, + "Ġhints": 20149, + "Ġshrink": 20150, + "Ġweaknesses": 20151, + "angelical": 20152, + "ĠAnatolia": 20153, + "Below": 20154, + "Ġgreeted": 20155, + "ĠConditions": 20156, + "Ġtutorials": 20157, + "ĠCompanies": 20158, + "Ġdignity": 20159, + "Ġenergetic": 20160, + "Bre": 20161, + "Cong": 20162, + "birth": 20163, + "drop": 20164, + "feld": 20165, + "oise": 20166, + "Ġdread": 20167, + "uter": 20168, + "amy": 20169, + "Ġaloud": 20170, + "Ġwhisp": 20171, + "qual": 20172, + "odium": 20173, + "ĠRoosevelt": 20174, + "ĠNT": 20175, + "ĠLock": 20176, + "Ġunified": 20177, + "ĠKon": 20178, + "Ġ1931": 20179, + "Ġrode": 20180, + "ĠCha": 20181, + "Ġoffline": 20182, + "lectric": 20183, + "Ġsubmar": 20184, + "Ġattorneys": 20185, + "Ġflips": 20186, + "Ġresultant": 20187, + "Ġcoral": 20188, + "Ġgloves": 20189, + "Ġgrouping": 20190, + "Ġnonetheless": 20191, + "ĠLeo": 20192, + "Ġcaptures": 20193, + "ĠHarper": 20194, + "ambig": 20195, + "ĠMorning": 20196, + "Conf": 20197, + "OUT": 20198, + "ĠRichmond": 20199, + "ĠHelen": 20200, + "Ġapost": 20201, + "Ġfrost": 20202, + "Ġshocked": 20203, + "Ġhemor": 20204, + "Ġharvested": 20205, + "Ġeigenvector": 20206, + "Ġlemonade": 20207, + "Ġcondemned": 20208, + "Ġallegations": 20209, + "Ġadequately": 20210, + "Fil": 20211, + 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"Ġhierarchical": 23939, + "ĠAndorra": 23940, + "ĠRestaurant": 23941, + "ĠSettings": 23942, + "Fs": 23943, + "Gs": 23944, + "IZ": 23945, + "NET": 23946, + "Ox": 23947, + "Pac": 23948, + "Sn": 23949, + "hours": 23950, + "nuts": 23951, + "Ġ____": 23952, + "Ġapert": 23953, + "isans": 23954, + "Ġbount": 23955, + "Ġintently": 23956, + "imilar": 23957, + "igens": 23958, + "idia": 23959, + "ĠMunicip": 23960, + "Ġexqu": 23961, + "geon": 23962, + "gean": 23963, + "usk": 23964, + "ĠHear": 23965, + "oche": 23966, + "ĠGun": 23967, + "plac": 23968, + "places": 23969, + "pering": 23970, + "ĠJung": 23971, + "Ġenv": 23972, + "Ġups": 23973, + "âĢĿ?": 23974, + "Ġ1909": 23975, + "Ġcoex": 23976, + "ĠVP": 23977, + "Ġblamed": 23978, + "Ġdisturbed": 23979, + "Ġattained": 23980, + "Ġsupplying": 23981, + "Ġgrape": 23982, + "Ġinterdisciplinary": 23983, + "Ġ1830": 23984, + "Ġrefusal": 23985, + "ivided": 23986, + "Ġperformers": 23987, + "ĠXavier": 23988, + "Ġ::": 23989, + "ĠTelegraph": 23990, + "Ġwarrior": 23991, 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