Atnafu commited on
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adding models

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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: xlm-roberta-large
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: walia_large_xlmr_250k
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # walia_large_xlmr_250k
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+
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+ This model is a fine-tuned version of [xlm-roberta-large](https://huggingface.co/xlm-roberta-large) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 3.0552
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 10
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10.0
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.3
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.5
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+ - Tokenizers 0.13.3
all_results.json ADDED
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+ {
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+ "epoch": 10.0,
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+ "eval_loss": 3.0551953315734863,
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+ "eval_runtime": 1549.8799,
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+ "eval_samples": 146099,
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+ "eval_samples_per_second": 94.265,
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+ "eval_steps_per_second": 11.783,
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+ "perplexity": 21.225331099339662,
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+ "train_loss": 3.7000725246486845,
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+ "train_runtime": 189673.1431,
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+ "train_samples": 584792,
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+ "train_samples_per_second": 30.832,
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+ "train_steps_per_second": 3.083
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "xlm-roberta-large",
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+ "architectures": [
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+ "XLMRobertaForMaskedLM"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": 0,
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+ "hidden_act": "gelu",
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "xlm-roberta",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "output_past": true,
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+ "pad_token_id": 1,
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+ "position_embedding_type": "absolute",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.33.3",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 250002
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+ }
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+ "eval_samples_per_second": 94.265,
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+ "perplexity": 21.225331099339662
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+ }
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