Training in progress, epoch 2, checkpoint
Browse files- checkpoint-82/config.json +61 -0
- checkpoint-82/merges.txt +0 -0
- checkpoint-82/model.safetensors +3 -0
- checkpoint-82/optimizer.pt +3 -0
- checkpoint-82/rng_state.pth +3 -0
- checkpoint-82/scheduler.pt +3 -0
- checkpoint-82/special_tokens_map.json +15 -0
- checkpoint-82/tokenizer.json +0 -0
- checkpoint-82/tokenizer_config.json +57 -0
- checkpoint-82/trainer_state.json +159 -0
- checkpoint-82/training_args.bin +3 -0
- checkpoint-82/vocab.json +0 -0
checkpoint-82/config.json
ADDED
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{
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"_name_or_path": "allenai/longformer-base-4096",
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"architectures": [
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"LongformerForTokenClassification"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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700,
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700,
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700,
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700,
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],
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"bos_token_id": 0,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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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": "O",
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"1": "B-MajorClaim",
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"2": "I-MajorClaim",
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"3": "B-Claim",
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"4": "I-Claim",
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"5": "B-Premise",
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"6": "I-Premise"
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},
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"ignore_attention_mask": false,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"B-Claim": 3,
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"B-MajorClaim": 1,
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"B-Premise": 5,
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"I-Claim": 4,
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"I-MajorClaim": 2,
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"I-Premise": 6,
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"O": 0
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 4098,
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"model_type": "longformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"onnx_export": false,
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"pad_token_id": 1,
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.45.2",
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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checkpoint-82/merges.txt
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checkpoint-82/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:32c0f1c9bd04591a3456a15bf7bde168d661c124f762a97ce2cffe913982dc60
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size 592330980
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checkpoint-82/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd92fd9832594cb14d0ef621d9be0cc96cd13140b7e88632eef8417ba7439ae4
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size 1014670074
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checkpoint-82/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:6f23442d3fbd2b285133fc17830fc5ef321f30363930dc169287329da4345042
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size 14244
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checkpoint-82/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:35becfc5c99f2600532b4996a243492c9f70147154c4888c3394125f10b7908d
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size 1064
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checkpoint-82/special_tokens_map.json
ADDED
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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checkpoint-82/tokenizer.json
ADDED
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checkpoint-82/tokenizer_config.json
ADDED
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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| 15 |
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"normalized": true,
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| 16 |
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"rstrip": false,
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"single_word": false,
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"special": true
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| 19 |
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},
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"2": {
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| 21 |
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"content": "</s>",
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| 22 |
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"lstrip": false,
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| 23 |
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"normalized": true,
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| 24 |
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"rstrip": false,
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| 25 |
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"single_word": false,
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| 26 |
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"special": true
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| 27 |
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},
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| 28 |
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"3": {
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| 29 |
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"content": "<unk>",
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| 30 |
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"lstrip": false,
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| 31 |
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"normalized": true,
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| 32 |
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"rstrip": false,
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| 33 |
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"single_word": false,
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| 34 |
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"special": true
|
| 35 |
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},
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| 36 |
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"50264": {
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| 37 |
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"content": "<mask>",
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| 38 |
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"lstrip": true,
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| 39 |
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"normalized": false,
|
| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
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| 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>",
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| 46 |
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"clean_up_tokenization_spaces": false,
|
| 47 |
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"cls_token": "<s>",
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| 48 |
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"eos_token": "</s>",
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| 49 |
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"errors": "replace",
|
| 50 |
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"mask_token": "<mask>",
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| 51 |
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"model_max_length": 1000000000000000019884624838656,
|
| 52 |
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"pad_token": "<pad>",
|
| 53 |
+
"sep_token": "</s>",
|
| 54 |
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"tokenizer_class": "LongformerTokenizer",
|
| 55 |
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"trim_offsets": true,
|
| 56 |
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"unk_token": "<unk>"
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| 57 |
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}
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checkpoint-82/trainer_state.json
ADDED
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@@ -0,0 +1,159 @@
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| 1 |
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{
|
| 2 |
+
"best_metric": 0.47574615478515625,
|
| 3 |
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"best_model_checkpoint": "longformer-full_labels/checkpoint-82",
|
| 4 |
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"epoch": 2.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 82,
|
| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 1.0,
|
| 13 |
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"eval_B-Claim": {
|
| 14 |
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"f1-score": 0.0,
|
| 15 |
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"precision": 0.0,
|
| 16 |
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"recall": 0.0,
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| 17 |
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"support": 284.0
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| 18 |
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},
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| 19 |
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"eval_B-MajorClaim": {
|
| 20 |
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"f1-score": 0.0,
|
| 21 |
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"precision": 0.0,
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| 22 |
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"recall": 0.0,
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| 23 |
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"support": 141.0
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| 24 |
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},
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| 25 |
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"eval_B-Premise": {
|
| 26 |
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"f1-score": 0.12010443864229765,
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| 27 |
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"precision": 0.7931034482758621,
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| 28 |
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"recall": 0.06497175141242938,
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| 29 |
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"support": 708.0
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| 30 |
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},
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| 31 |
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"eval_I-Claim": {
|
| 32 |
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"f1-score": 0.15241779497098645,
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| 33 |
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"precision": 0.35688405797101447,
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| 34 |
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"recall": 0.09690113133300542,
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| 35 |
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"support": 4066.0
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| 36 |
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},
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| 37 |
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"eval_I-MajorClaim": {
|
| 38 |
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"f1-score": 0.4055459272097054,
|
| 39 |
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"precision": 0.4854771784232365,
|
| 40 |
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"recall": 0.3482142857142857,
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| 41 |
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"support": 2016.0
|
| 42 |
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},
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| 43 |
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"eval_I-Premise": {
|
| 44 |
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"f1-score": 0.8243874805268375,
|
| 45 |
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"precision": 0.7254034519284691,
|
| 46 |
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"recall": 0.9546535465354653,
|
| 47 |
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"support": 12195.0
|
| 48 |
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},
|
| 49 |
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"eval_O": {
|
| 50 |
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"f1-score": 0.8527010510877536,
|
| 51 |
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"precision": 0.8224254998113919,
|
| 52 |
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"recall": 0.8852908334179271,
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| 53 |
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"support": 9851.0
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| 54 |
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},
|
| 55 |
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"eval_accuracy": 0.7349372885410614,
|
| 56 |
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"eval_loss": 0.7363316416740417,
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| 57 |
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"eval_macro avg": {
|
| 58 |
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"f1-score": 0.3364509560625115,
|
| 59 |
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"precision": 0.4547562337728534,
|
| 60 |
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"recall": 0.3357187926304447,
|
| 61 |
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"support": 29261.0
|
| 62 |
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},
|
| 63 |
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"eval_runtime": 1.4874,
|
| 64 |
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"eval_samples_per_second": 53.786,
|
| 65 |
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"eval_steps_per_second": 6.723,
|
| 66 |
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"eval_weighted avg": {
|
| 67 |
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"f1-score": 0.6826734788782265,
|
| 68 |
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"precision": 0.6814305221181916,
|
| 69 |
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"recall": 0.7349372885410614,
|
| 70 |
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"support": 29261.0
|
| 71 |
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},
|
| 72 |
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"step": 41
|
| 73 |
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},
|
| 74 |
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{
|
| 75 |
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"epoch": 2.0,
|
| 76 |
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"eval_B-Claim": {
|
| 77 |
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"f1-score": 0.020905923344947737,
|
| 78 |
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"precision": 1.0,
|
| 79 |
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"recall": 0.01056338028169014,
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| 80 |
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"support": 284.0
|
| 81 |
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},
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| 82 |
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"eval_B-MajorClaim": {
|
| 83 |
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"f1-score": 0.0,
|
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checkpoint-82/training_args.bin
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checkpoint-82/vocab.json
ADDED
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