ethio afro small

README.md

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+---
+license: mit
+base_model: Davlan/afro-xlmr-small
+tags:
+- generated_from_trainer
+model-index:
+- name: ethio_small
+  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. -->
+
+# ethio_small
+
+This model is a fine-tuned version of [Davlan/afro-xlmr-small](https://huggingface.co/Davlan/afro-xlmr-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.8415
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.32.1
+- Pytorch 2.0.1+cu117
+- Datasets 2.14.4
+- Tokenizers 0.13.3

all_results.json

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+{
+    "epoch": 10.0,
+    "eval_loss": 2.8414549827575684,
+    "eval_runtime": 1210.0058,
+    "eval_samples": 181215,
+    "eval_samples_per_second": 149.764,
+    "eval_steps_per_second": 18.721,
+    "perplexity": 17.140686806497133,
+    "train_loss": 3.5285831512207335,
+    "train_runtime": 136651.8747,
+    "train_samples": 724891,
+    "train_samples_per_second": 53.047,
+    "train_steps_per_second": 3.315
+}

config.json

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+{
+  "_name_or_path": "Davlan/afro-xlmr-small",
+  "architectures": [
+    "XLMRobertaForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "xlm-roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.32.1",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 70002
+}

eval_results.json

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+{
+    "epoch": 10.0,
+    "eval_loss": 2.8414549827575684,
+    "eval_runtime": 1210.0058,
+    "eval_samples": 181215,
+    "eval_samples_per_second": 149.764,
+    "eval_steps_per_second": 18.721,
+    "perplexity": 17.140686806497133
+}

pytorch_model.bin

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+size 559570229

sentencepiece.bpe.model

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special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "__type": "AddedToken",
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "XLMRobertaTokenizer",
+  "unk_token": "<unk>",
+  "use_fast": true
+}

train_results.json

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+{
+    "epoch": 10.0,
+    "train_loss": 3.5285831512207335,
+    "train_runtime": 136651.8747,
+    "train_samples": 724891,
+    "train_samples_per_second": 53.047,
+    "train_steps_per_second": 3.315
+}

training_args.bin

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