Upload 7 files
Browse files- config.json +35 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +76 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "microsoft/deberta-v3-small",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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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-07,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"type_vocab_size": 0,
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"vocab_size": 128100
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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 sha256:62bf21dda3bb82acd42b5448b24393831ecbbec8d8ecc6acc3b09461e5673e8d
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size 567598552
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:69ab25f9cc18e627a36c97fb5c0871a83facb9d9afa189eeb05e600014505547
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size 1135260474
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d2a96f49184b5ef8eff858f170f826c535dbc3897cb4108ba4e3109d3cb801f
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8dc2fbed1a39f02f92c4e436062377d48c71d10a7e81ecff5f91c89e494aafa6
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size 1064
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trainer_state.json
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{
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"best_metric": 0.6848270226096431,
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"best_model_checkpoint": "model_checkpoints/fine-tuned_blog-authorship-gender/deberta-v3-small/checkpoint-858",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 858,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"grad_norm": 25.72825813293457,
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"learning_rate": 3.3372183372183376e-05,
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"loss": 0.6674,
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"step": 429
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.6743204011612562,
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"eval_f1": 0.5927392739273928,
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"eval_loss": 0.6185831427574158,
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"eval_runtime": 262.6549,
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"eval_samples_per_second": 14.426,
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"eval_steps_per_second": 3.609,
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"step": 429
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},
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{
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"epoch": 2.0,
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"grad_norm": 12.697623252868652,
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"learning_rate": 1.6705516705516705e-05,
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"loss": 0.5889,
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"step": 858
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6946423858537872,
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"eval_f1": 0.6848270226096431,
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"eval_loss": 0.5841246843338013,
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"eval_runtime": 262.83,
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"eval_samples_per_second": 14.416,
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"eval_steps_per_second": 3.607,
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"step": 858
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}
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],
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"logging_steps": 500,
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"max_steps": 1287,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 3,
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"save_steps": 500,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"early_stopping_patience": 2,
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"early_stopping_threshold": 0.01
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},
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"attributes": {
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"early_stopping_patience_counter": 0
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}
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},
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 908891196438528.0,
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"train_batch_size": 4,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c3c9651327b7d29d3aa6cdf9e127c0990bf9702dea17213d4909d2bf7936fb49
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size 5304
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