felerminoali
commited on
Commit
•
4e1d5e4
1
Parent(s):
6bfaab3
first
Browse files- .gitattributes +1 -0
- README.md +56 -3
- all_results.json +15 -0
- config.json +28 -0
- eval_results.json +9 -0
- model.safetensors +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +55 -0
- train_results.json +9 -0
- trainer_state.json +196 -0
- training_args.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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-
---
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---
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library_name: transformers
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license: mit
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base_model: Davlan/afro-xlmr-base
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tags:
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- generated_from_trainer
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model-index:
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- name: afro_xlmr_base_emakhuwa
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results: []
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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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# afro_xlmr_base_emakhuwa
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This model is a fine-tuned version of [Davlan/afro-xlmr-base](https://huggingface.co/Davlan/afro-xlmr-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3341
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 4
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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### Training results
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### Framework versions
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- Transformers 4.47.0
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- Pytorch 2.1.0a0+4136153
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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all_results.json
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{
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"epoch": 3.0,
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"eval_loss": 1.334074854850769,
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+
"eval_runtime": 4.3825,
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"eval_samples": 153,
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"eval_samples_per_second": 34.912,
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"eval_steps_per_second": 4.564,
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"perplexity": 3.7964820242969743,
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"total_flos": 1.1730479287894016e+16,
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"train_loss": 1.7010253453222524,
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"train_runtime": 4017.837,
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"train_samples": 14818,
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"train_samples_per_second": 11.064,
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"train_steps_per_second": 2.766
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}
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config.json
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{
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"_name_or_path": "Davlan/afro-xlmr-base",
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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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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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": 12,
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"num_hidden_layers": 12,
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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": "4.47.0",
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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_results.json
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{
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"epoch": 3.0,
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"eval_loss": 1.334074854850769,
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"eval_runtime": 4.3825,
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"eval_samples": 153,
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"eval_samples_per_second": 34.912,
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"eval_steps_per_second": 4.564,
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"perplexity": 3.7964820242969743
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:07dc81494c85bfdf65faf0845aa33e78f2eaae67b6566f4534581ac86424d86b
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size 1113205088
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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size 5069051
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special_tokens_map.json
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 17082734
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tokenizer_config.json
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train_results.json
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{
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"epoch": 3.0,
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"total_flos": 1.1730479287894016e+16,
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"train_loss": 1.7010253453222524,
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"train_runtime": 4017.837,
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"train_samples": 14818,
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"train_steps_per_second": 2.766
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}
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trainer_state.json
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