Upload folder using huggingface_hub
Browse files- README.md +36 -0
- added_tokens.json +3 -0
- checkpoint-126/config.json +48 -0
- checkpoint-126/model.safetensors +3 -0
- checkpoint-126/optimizer.pt +3 -0
- checkpoint-126/rng_state.pth +3 -0
- checkpoint-126/scheduler.pt +3 -0
- checkpoint-126/trainer_state.json +519 -0
- checkpoint-126/training_args.bin +3 -0
- config.json +48 -0
- model.safetensors +3 -0
- runs/Jul13_14-58-37_r-luukschmitz-geogeogeo-33n1b78h-f5b3e-xribo/events.out.tfevents.1720882718.r-luukschmitz-geogeogeo-33n1b78h-f5b3e-xribo.77.0 +2 -2
- runs/Jul13_14-58-37_r-luukschmitz-geogeogeo-33n1b78h-f5b3e-xribo/events.out.tfevents.1720882910.r-luukschmitz-geogeogeo-33n1b78h-f5b3e-xribo.77.1 +3 -0
- special_tokens_map.json +15 -0
- spm.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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base_model: microsoft/deberta-v3-base
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.9531590342521667
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f1_macro: 0.4940971741477817
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f1_micro: 0.6548117154811716
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f1_weighted: 0.628735443682528
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precision_macro: 0.6898690717515761
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precision_micro: 0.6548117154811716
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precision_weighted: 0.6835107777099136
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| 30 |
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recall_macro: 0.47932568993970953
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| 31 |
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| 32 |
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recall_micro: 0.6548117154811716
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| 33 |
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recall_weighted: 0.6548117154811716
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| 35 |
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accuracy: 0.6548117154811716
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added_tokens.json
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{
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"[MASK]": 128000
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}
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checkpoint-126/config.json
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{
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"_name_or_path": "microsoft/deberta-v3-base",
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"_num_labels": 4,
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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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| 8 |
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"hidden_act": "gelu",
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| 9 |
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"hidden_dropout_prob": 0.1,
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| 10 |
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"hidden_size": 768,
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| 11 |
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"id2label": {
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| 12 |
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"0": "0",
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| 13 |
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"1": "1",
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| 14 |
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"2": "2",
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| 15 |
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"3": "3"
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| 16 |
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},
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| 17 |
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"initializer_range": 0.02,
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| 18 |
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"intermediate_size": 3072,
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| 19 |
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"label2id": {
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| 20 |
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"0": 0,
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| 21 |
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"1": 1,
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| 22 |
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"2": 2,
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| 23 |
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"3": 3
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| 24 |
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},
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| 25 |
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"layer_norm_eps": 1e-07,
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| 26 |
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"max_position_embeddings": 512,
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| 27 |
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"max_relative_positions": -1,
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| 28 |
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"model_type": "deberta-v2",
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| 29 |
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"norm_rel_ebd": "layer_norm",
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| 30 |
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"num_attention_heads": 12,
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| 31 |
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"num_hidden_layers": 12,
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| 32 |
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"pad_token_id": 0,
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| 33 |
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"pooler_dropout": 0,
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| 34 |
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"pooler_hidden_act": "gelu",
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| 35 |
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"pooler_hidden_size": 768,
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| 36 |
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"pos_att_type": [
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"p2c",
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| 38 |
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"c2p"
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| 39 |
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],
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| 40 |
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"position_biased_input": false,
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| 41 |
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"position_buckets": 256,
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| 42 |
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"relative_attention": true,
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| 43 |
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"share_att_key": true,
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| 44 |
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"torch_dtype": "float32",
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| 45 |
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"transformers_version": "4.42.2",
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| 46 |
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"type_vocab_size": 0,
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| 47 |
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"vocab_size": 128100
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| 48 |
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}
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checkpoint-126/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b455d855ad607c9d001e2714b45efe7ac989414765a467165601716df6bb515c
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size 737725432
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checkpoint-126/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e067d89323a1a4700dac7fea00b51ac01178c2b3e0801d723694baa9eb06a71
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size 1475570682
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checkpoint-126/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e34166419e58435289b4f8cde27e4dbd2b3646320aa60d17bb4c1144678e1b8
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size 14244
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checkpoint-126/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9c966dc6233e3ceeec2c56e1c1e169ae5eccb49c9d5b67c96059961ed9d89ce
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size 1064
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checkpoint-126/trainer_state.json
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size 5176
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training_params.json
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| 1 |
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{
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"data_path": "Geodeberta2/autotrain-data",
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"model": "microsoft/deberta-v3-base",
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| 4 |
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"lr": 5e-05,
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"epochs": 10,
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"max_seq_length": 256,
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"batch_size": 32,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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| 13 |
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": -1,
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"project_name": "Geodeberta2",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"username": "luukschmitz",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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| 29 |
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"early_stopping_threshold": 0.01
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}
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