cdhinrichs commited on
Commit
e1115a2
1 Parent(s): 013058e

Added model and config

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Files changed (4) hide show
  1. config.json +45 -0
  2. eval_results.json +1 -0
  3. pytorch_model.bin +3 -0
  4. train_results.json +1 -0
config.json ADDED
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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": "mnli",
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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": "entailment",
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+ "1": "neutral",
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+ "2": "contradiction"
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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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+ "contradiction": 2,
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+ "entailment": 0,
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+ "neutral": 1
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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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+ }
eval_results.json ADDED
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+ {"eval_loss": 0.42330920696258545, "eval_accuracy": 0.86571574121243, "eval_runtime": 70.2234, "eval_samples_per_second": 139.768, "eval_steps_per_second": 17.473}
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d166b20990e03704cbb1e75e3bda0908327c1a03dab73d8668561e030c2de73a
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+ size 70761861
train_results.json ADDED
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+ {"eval_loss": 0.1369238793849945, "eval_accuracy": 0.9567916639080015, "eval_runtime": 2807.8104, "eval_samples_per_second": 139.861, "eval_steps_per_second": 17.483}