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README.md

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+---
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: ConfliBERT-Arabic-Scratch
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# ConfliBERT-Arabic-Scratch
+
+This model was trained from scratch on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9436
+- Accuracy: 0.8078
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.26.0
+- Pytorch 1.13.0.dev20220616
+- Datasets 2.8.0
+- Tokenizers 0.13.2

all_results.json

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+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.8077953820649405,
+    "eval_loss": 0.9435999393463135,
+    "eval_runtime": 2301.809,
+    "eval_samples": 445055,
+    "eval_samples_per_second": 193.35,
+    "eval_steps_per_second": 6.042,
+    "perplexity": 2.5692138042068984,
+    "train_loss": 2.538804254183028,
+    "train_runtime": 274559.0377,
+    "train_samples": 8200540,
+    "train_samples_per_second": 89.604,
+    "train_steps_per_second": 2.8
+}

config.json

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+{
+  "_name_or_path": "../models/FromScratch-65k",
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 65000
+}

eval_results.json

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+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.8077953820649405,
+    "eval_loss": 0.9435999393463135,
+    "eval_runtime": 2301.809,
+    "eval_samples": 445055,
+    "eval_samples_per_second": 193.35,
+    "eval_steps_per_second": 6.042,
+    "perplexity": 2.5692138042068984
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "pad_token_id": 0,
+  "transformers_version": "4.26.0"
+}

pytorch_model.bin

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+oid sha256:4113fc17130afba020499bcc303486e15c5affe7b074da4860b987afd8087f48
+size 544183147

special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "model_max_length": 512,
+  "name_or_path": "../models/FromScratch-65k",
+  "never_split": [
+    "+ك",
+    "+كما",
+    "ك+",
+    "+وا",
+    "+ين",
+    "و+",
+    "+كن",
+    "+ان",
+    "+هم",
+    "+ة",
+    "[بريد]",
+    "لل+",
+    "+ي",
+    "+ت",
+    "+ن",
+    "س+",
+    "ل+",
+    "[مستخدم]",
+    "+كم",
+    "+ا",
+    "ب+",
+    "ف+",
+    "+نا",
+    "+ها",
+    "+ون",
+    "+هما",
+    "ال+",
+    "+ه",
+    "+هن",
+    "+ات",
+    "[رابط]"
+  ],
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

train_results.json

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+{
+    "epoch": 3.0,
+    "train_loss": 2.538804254183028,
+    "train_runtime": 274559.0377,
+    "train_samples": 8200540,
+    "train_samples_per_second": 89.604,
+    "train_steps_per_second": 2.8
+}

training_args.bin

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+oid sha256:4a92614fb5cb4de0152b8683eebb7f43e4556b86c98872e02b9cb4878e299665
+size 3567