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Browse files- README.md +37 -0
- checkpoint-500/config.json +41 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/trainer_state.json +372 -0
- checkpoint-500/training_args.bin +3 -0
- config.json +41 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Apr08_14-40-47_r-luukschmitz-geotrain-py01etai-85f32-0zq98/events.out.tfevents.1712587248.r-luukschmitz-geotrain-py01etai-85f32-0zq98.113.0 +2 -2
- runs/Apr08_14-40-47_r-luukschmitz-geotrain-py01etai-85f32-0zq98/events.out.tfevents.1712587550.r-luukschmitz-geotrain-py01etai-85f32-0zq98.113.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -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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widget:
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- text: "I love AutoTrain"
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datasets:
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- geotrain-final/autotrain-data
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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: 0.9777308702468872
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f1_macro: 0.5687536311381957
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f1_micro: 0.6317991631799164
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f1_weighted: 0.6338876929966345
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precision_macro: 0.6188229771753799
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precision_micro: 0.6317991631799164
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precision_weighted: 0.6676941440515829
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recall_macro: 0.570025126085866
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recall_micro: 0.6317991631799164
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recall_weighted: 0.6317991631799164
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accuracy: 0.6317991631799164
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checkpoint-500/config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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"_num_labels": 4,
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"architectures": [
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"RobertaForSequenceClassification"
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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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"id2label": {
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"0": 0,
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"1": 1,
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"2": 2,
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"3": 3
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"0": 0,
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"1": 1,
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"2": 2,
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"3": 3
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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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": "4.39.3",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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checkpoint-500/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee757bbefa963f7c8cc04b0125973a7d1fb7b58aecb024f6f902b08b66c6f587
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size 498618976
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checkpoint-500/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:828d09542cf2ec1fba127e354850a41ca4280d3ca82e9264dc2d9426a611475a
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size 997357818
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checkpoint-500/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f131c06f59ad91f627a5655473001184f55b5ed02600ba83edb76cb196471cf8
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size 14244
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checkpoint-500/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:54c133e7e2d9c3eba5443128ed31a095ddedda08531ab3529dc1ebcbbdb9546f
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size 1064
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checkpoint-500/trainer_state.json
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{
|
| 2 |
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"best_metric": 0.9777308702468872,
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| 3 |
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"best_model_checkpoint": "geotrain-final/checkpoint-500",
|
| 4 |
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"epoch": 2.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 500,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 0.04,
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| 13 |
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"grad_norm": 5.933391571044922,
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| 14 |
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"learning_rate": 4.4e-06,
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"loss": 1.4171,
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| 16 |
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"step": 11
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 0.09,
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"grad_norm": 5.440005302429199,
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"loss": 1.3601,
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"step": 22
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| 24 |
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},
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| 25 |
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{
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| 26 |
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"epoch": 0.13,
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| 27 |
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"grad_norm": 3.915931463241577,
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| 28 |
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"learning_rate": 1.32e-05,
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| 29 |
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"loss": 1.2749,
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| 30 |
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"step": 33
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| 31 |
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},
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| 32 |
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{
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| 33 |
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"epoch": 0.18,
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| 34 |
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"grad_norm": 9.6021728515625,
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| 35 |
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"learning_rate": 1.76e-05,
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"loss": 1.1684,
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"step": 44
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| 38 |
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},
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| 39 |
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{
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"epoch": 0.22,
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"grad_norm": 8.488694190979004,
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"learning_rate": 2.2000000000000003e-05,
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"loss": 1.0029,
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"step": 55
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| 45 |
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},
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| 46 |
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{
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| 47 |
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"learning_rate": 2.5600000000000002e-05,
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"loss": 1.0009,
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"step": 66
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| 52 |
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},
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| 53 |
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{
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"epoch": 0.31,
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{
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| 66 |
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| 67 |
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{
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| 68 |
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"epoch": 0.4,
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"grad_norm": 9.782418251037598,
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runs/Apr08_14-40-47_r-luukschmitz-geotrain-py01etai-85f32-0zq98/events.out.tfevents.1712587550.r-luukschmitz-geotrain-py01etai-85f32-0zq98.113.1
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
ADDED
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@@ -0,0 +1,15 @@
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{
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| 2 |
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"bos_token": "<s>",
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| 4 |
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| 5 |
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| 6 |
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| 13 |
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tokenizer.json
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tokenizer_config.json
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{
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| 4 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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"special": true
|
| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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|
| 17 |
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| 18 |
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|
| 19 |
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},
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| 20 |
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"2": {
|
| 21 |
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"content": "</s>",
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| 22 |
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"lstrip": false,
|
| 23 |
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"normalized": true,
|
| 24 |
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"rstrip": false,
|
| 25 |
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"single_word": false,
|
| 26 |
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"special": true
|
| 27 |
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},
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| 28 |
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"3": {
|
| 29 |
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"content": "<unk>",
|
| 30 |
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|
| 31 |
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"normalized": true,
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| 32 |
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"rstrip": false,
|
| 33 |
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"single_word": false,
|
| 34 |
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"special": true
|
| 35 |
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},
|
| 36 |
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"50264": {
|
| 37 |
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"content": "<mask>",
|
| 38 |
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"lstrip": true,
|
| 39 |
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|
| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
|
| 42 |
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"special": true
|
| 43 |
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}
|
| 44 |
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},
|
| 45 |
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"bos_token": "<s>",
|
| 46 |
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"clean_up_tokenization_spaces": true,
|
| 47 |
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"cls_token": "<s>",
|
| 48 |
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"eos_token": "</s>",
|
| 49 |
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"errors": "replace",
|
| 50 |
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"mask_token": "<mask>",
|
| 51 |
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"model_max_length": 512,
|
| 52 |
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"pad_token": "<pad>",
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| 53 |
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"sep_token": "</s>",
|
| 54 |
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"tokenizer_class": "RobertaTokenizer",
|
| 55 |
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|
| 56 |
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"unk_token": "<unk>"
|
| 57 |
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size 4984
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training_params.json
ADDED
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@@ -0,0 +1,30 @@
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| 1 |
+
{
|
| 2 |
+
"data_path": "geotrain-final/autotrain-data",
|
| 3 |
+
"model": "FacebookAI/roberta-base",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
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"epochs": 5,
|
| 6 |
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"max_seq_length": 256,
|
| 7 |
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"batch_size": 8,
|
| 8 |
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"warmup_ratio": 0.1,
|
| 9 |
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"gradient_accumulation": 1,
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| 10 |
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"optimizer": "adamw_torch",
|
| 11 |
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"scheduler": "linear",
|
| 12 |
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"weight_decay": 0.0,
|
| 13 |
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"max_grad_norm": 1.0,
|
| 14 |
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"seed": 42,
|
| 15 |
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"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "geotrain-final",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"save_strategy": "epoch",
|
| 25 |
+
"push_to_hub": true,
|
| 26 |
+
"repo_id": "luukschmitz/geotrain-final",
|
| 27 |
+
"evaluation_strategy": "epoch",
|
| 28 |
+
"username": "luukschmitz",
|
| 29 |
+
"log": "tensorboard"
|
| 30 |
+
}
|
vocab.json
ADDED
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