Commit
•
3ec658e
1
Parent(s):
bae232f
Added the model and config
Browse files- config.json +43 -0
- eval_results.json +1 -0
- pytorch_model.bin +3 -0
- train_results.json +1 -0
config.json
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{
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"_name_or_path": "albert-large-v2",
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"architectures": [
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"AlbertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 2,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 3,
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"finetuning_task": "mrpc",
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"gap_size": 0,
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"hidden_act": "gelu_new",
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"hidden_dropout_prob": 0,
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"hidden_size": 1024,
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"id2label": {
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"0": "not_equivalent",
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"1": "equivalent"
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},
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"initializer_range": 0.02,
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"inner_group_num": 1,
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"intermediate_size": 4096,
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"label2id": {
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"equivalent": 1,
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"not_equivalent": 0
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 16,
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"num_hidden_groups": 1,
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"num_hidden_layers": 24,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.26.0",
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"type_vocab_size": 2,
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"vocab_size": 30000
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}
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eval_results.json
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{"eval_loss": 0.6471778750419617, "eval_accuracy": 0.8848039215686274, "eval_f1": 0.9176882661996497, "eval_combined_score": 0.9012460938841386, "eval_runtime": 2.9194, "eval_samples_per_second": 139.755, "eval_steps_per_second": 17.469}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9079910045e2979057d4ca460ff9ce8f0e276e5c38a3c141ea267e8ca6dc5d7c
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size 70757765
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train_results.json
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{"eval_loss": 0.024744912981987, "eval_accuracy": 0.995092693565976, "eval_f1": 0.9963621665319321, "eval_combined_score": 0.995727430048954, "eval_runtime": 26.2242, "eval_samples_per_second": 139.871, "eval_steps_per_second": 17.503}
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