Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- all_results.json +27 -0
- checkpoint-1000/config.json +53 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/special_tokens_map.json +51 -0
- checkpoint-1000/tokenizer.json +0 -0
- checkpoint-1000/tokenizer_config.json +66 -0
- checkpoint-1000/trainer_state.json +757 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-1000/vocab.txt +3 -0
- config.json +53 -0
- eval_results.json +12 -0
- model.safetensors +3 -0
- predict_results.json +11 -0
- predictions.csv +0 -0
- predictions.txt +2919 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +66 -0
- train_results.json +9 -0
- trainer_state.json +857 -0
- training_args.bin +3 -0
- training_info.txt +24 -0
- training_info_args.json +175 -0
- vocab.txt +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
checkpoint-1000/vocab.txt filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
vocab.txt filter=lfs diff=lfs merge=lfs -text
|
all_results.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 0.9992323719706108,
|
| 3 |
+
"eval_accuracy": 0.9584635998213488,
|
| 4 |
+
"eval_f1": 0.951232302045097,
|
| 5 |
+
"eval_loss": 0.1738564521074295,
|
| 6 |
+
"eval_precision": 0.9245667686034659,
|
| 7 |
+
"eval_recall": 0.9794816414686826,
|
| 8 |
+
"eval_runtime": 479.0909,
|
| 9 |
+
"eval_samples": 2239,
|
| 10 |
+
"eval_samples_per_second": 4.673,
|
| 11 |
+
"eval_steps_per_second": 0.584,
|
| 12 |
+
"predict_accuracy": 0.9664153529814942,
|
| 13 |
+
"predict_f1": 0.9602272727272727,
|
| 14 |
+
"predict_loss": 0.1469365507364273,
|
| 15 |
+
"predict_precision": 0.949438202247191,
|
| 16 |
+
"predict_recall": 0.9712643678160919,
|
| 17 |
+
"predict_runtime": 625.2009,
|
| 18 |
+
"predict_samples": 2918,
|
| 19 |
+
"predict_samples_per_second": 4.667,
|
| 20 |
+
"predict_steps_per_second": 0.584,
|
| 21 |
+
"total_flos": 1.186312889546834e+17,
|
| 22 |
+
"train_loss": 0.3326558042530222,
|
| 23 |
+
"train_runtime": 10607.6074,
|
| 24 |
+
"train_samples": 18238,
|
| 25 |
+
"train_samples_per_second": 1.719,
|
| 26 |
+
"train_steps_per_second": 0.107
|
| 27 |
+
}
|
checkpoint-1000/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "dicta-il/neodictabert",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"NeoBERTForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"auto_map": {
|
| 7 |
+
"AutoConfig": "dicta-il/neodictabert--modeling_neobert.NeoBERTConfig",
|
| 8 |
+
"AutoModel": "dicta-il/neodictabert--modeling_neobert.NeoBERT",
|
| 9 |
+
"AutoModelForMaskedLM": "dicta-il/neodictabert--modeling_neobert.NeoBERTLMHead",
|
| 10 |
+
"AutoModelForQuestionAnswering": "dicta-il/neodictabert--modeling_neobert.NeoBERTForQuestionAnswering",
|
| 11 |
+
"AutoModelForSequenceClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForSequenceClassification",
|
| 12 |
+
"AutoModelForTokenClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForTokenClassification"
|
| 13 |
+
},
|
| 14 |
+
"decoder_init_range": 0.02,
|
| 15 |
+
"dim_head": 64,
|
| 16 |
+
"embedding_init_range": 0.02,
|
| 17 |
+
"encoder_init_range": 0.02,
|
| 18 |
+
"hidden_size": 768,
|
| 19 |
+
"intermediate_size": 3072,
|
| 20 |
+
"kwargs": {
|
| 21 |
+
"_commit_hash": "9052b2e47fe3e615931563bb2a74b26df6e028a3",
|
| 22 |
+
"architectures": [
|
| 23 |
+
"NeoBERTLMHead"
|
| 24 |
+
],
|
| 25 |
+
"attn_implementation": null,
|
| 26 |
+
"auto_map": {
|
| 27 |
+
"AutoConfig": "dicta-il/neodictabert--modeling_neobert.NeoBERTConfig",
|
| 28 |
+
"AutoModel": "dicta-il/neodictabert--modeling_neobert.NeoBERT",
|
| 29 |
+
"AutoModelForMaskedLM": "dicta-il/neodictabert--modeling_neobert.NeoBERTLMHead",
|
| 30 |
+
"AutoModelForQuestionAnswering": "dicta-il/neodictabert--modeling_neobert.NeoBERTForQuestionAnswering",
|
| 31 |
+
"AutoModelForSequenceClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForSequenceClassification",
|
| 32 |
+
"AutoModelForTokenClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForTokenClassification"
|
| 33 |
+
},
|
| 34 |
+
"decoder_init_range": 0.02,
|
| 35 |
+
"dim_head": 64,
|
| 36 |
+
"kwargs": {
|
| 37 |
+
"decoder_init_range": 0.02
|
| 38 |
+
},
|
| 39 |
+
"model_type": "neobert",
|
| 40 |
+
"torch_dtype": "bfloat16",
|
| 41 |
+
"transformers_version": "4.53.0"
|
| 42 |
+
},
|
| 43 |
+
"max_length": 4096,
|
| 44 |
+
"model_type": "neobert",
|
| 45 |
+
"norm_eps": 1e-06,
|
| 46 |
+
"num_attention_heads": 12,
|
| 47 |
+
"num_hidden_layers": 28,
|
| 48 |
+
"pad_token_id": 3,
|
| 49 |
+
"problem_type": "single_label_classification",
|
| 50 |
+
"torch_dtype": "float32",
|
| 51 |
+
"transformers_version": "4.49.0",
|
| 52 |
+
"vocab_size": 128000
|
| 53 |
+
}
|
checkpoint-1000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0c48f719aedf4303e6b088c56088478f6cf67daa61d3e8d79f907879a5cb8b7a
|
| 3 |
+
size 1452744296
|
checkpoint-1000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f773cd1d07f157cde822cf9f06c0024171889d1b5295c427f3e00eada847cd91
|
| 3 |
+
size 2905594874
|
checkpoint-1000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92faec803dd4f5259703bdd64c76bab5a508bab7766debc8be2d97953aa53bd5
|
| 3 |
+
size 14244
|
checkpoint-1000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a942120c04e42140c88a35da3fe7ca017364873a3375df8143e0465c0721aba
|
| 3 |
+
size 1064
|
checkpoint-1000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "[CLS]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "[SEP]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "[MASK]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "[PAD]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "[SEP]",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "[UNK]",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
checkpoint-1000/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "[CLS]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "[SEP]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "[PAD]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"5": {
|
| 44 |
+
"content": "[BLANK]",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
}
|
| 51 |
+
},
|
| 52 |
+
"bos_token": "[CLS]",
|
| 53 |
+
"clean_up_tokenization_spaces": true,
|
| 54 |
+
"cls_token": "[CLS]",
|
| 55 |
+
"do_lower_case": false,
|
| 56 |
+
"eos_token": "[SEP]",
|
| 57 |
+
"extra_special_tokens": {},
|
| 58 |
+
"mask_token": "[MASK]",
|
| 59 |
+
"model_max_length": 4096,
|
| 60 |
+
"pad_token": "[PAD]",
|
| 61 |
+
"sep_token": "[SEP]",
|
| 62 |
+
"strip_accents": null,
|
| 63 |
+
"tokenize_chinese_chars": true,
|
| 64 |
+
"tokenizer_class": "BertTokenizer",
|
| 65 |
+
"unk_token": "[UNK]"
|
| 66 |
+
}
|
checkpoint-1000/trainer_state.json
ADDED
|
@@ -0,0 +1,757 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.951232302045097,
|
| 3 |
+
"best_model_checkpoint": "/home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/checkpoint-1000",
|
| 4 |
+
"epoch": 0.8772891764447857,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.008772891764447855,
|
| 13 |
+
"grad_norm": 18.548049926757812,
|
| 14 |
+
"learning_rate": 4.0000000000000003e-07,
|
| 15 |
+
"loss": 0.712,
|
| 16 |
+
"step": 10
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.01754578352889571,
|
| 20 |
+
"grad_norm": 27.947410583496094,
|
| 21 |
+
"learning_rate": 8.000000000000001e-07,
|
| 22 |
+
"loss": 0.7286,
|
| 23 |
+
"step": 20
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.026318675293343568,
|
| 27 |
+
"grad_norm": 15.611265182495117,
|
| 28 |
+
"learning_rate": 1.2000000000000002e-06,
|
| 29 |
+
"loss": 0.6691,
|
| 30 |
+
"step": 30
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.03509156705779142,
|
| 34 |
+
"grad_norm": 14.706952095031738,
|
| 35 |
+
"learning_rate": 1.6000000000000001e-06,
|
| 36 |
+
"loss": 0.6678,
|
| 37 |
+
"step": 40
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.04386445882223928,
|
| 41 |
+
"grad_norm": 20.6095027923584,
|
| 42 |
+
"learning_rate": 2.0000000000000003e-06,
|
| 43 |
+
"loss": 0.6755,
|
| 44 |
+
"step": 50
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.052637350586687136,
|
| 48 |
+
"grad_norm": 15.785083770751953,
|
| 49 |
+
"learning_rate": 2.4000000000000003e-06,
|
| 50 |
+
"loss": 0.6245,
|
| 51 |
+
"step": 60
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.06141024235113499,
|
| 55 |
+
"grad_norm": 16.40140724182129,
|
| 56 |
+
"learning_rate": 2.8000000000000003e-06,
|
| 57 |
+
"loss": 0.6065,
|
| 58 |
+
"step": 70
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.07018313411558284,
|
| 62 |
+
"grad_norm": 16.08489990234375,
|
| 63 |
+
"learning_rate": 3.2000000000000003e-06,
|
| 64 |
+
"loss": 0.5906,
|
| 65 |
+
"step": 80
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.0789560258800307,
|
| 69 |
+
"grad_norm": 10.633989334106445,
|
| 70 |
+
"learning_rate": 3.6000000000000003e-06,
|
| 71 |
+
"loss": 0.5696,
|
| 72 |
+
"step": 90
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.08772891764447856,
|
| 76 |
+
"grad_norm": 13.910264015197754,
|
| 77 |
+
"learning_rate": 4.000000000000001e-06,
|
| 78 |
+
"loss": 0.5952,
|
| 79 |
+
"step": 100
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.09650180940892641,
|
| 83 |
+
"grad_norm": 16.332483291625977,
|
| 84 |
+
"learning_rate": 4.4e-06,
|
| 85 |
+
"loss": 0.5808,
|
| 86 |
+
"step": 110
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.10527470117337427,
|
| 90 |
+
"grad_norm": 12.419142723083496,
|
| 91 |
+
"learning_rate": 4.800000000000001e-06,
|
| 92 |
+
"loss": 0.564,
|
| 93 |
+
"step": 120
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.11404759293782213,
|
| 97 |
+
"grad_norm": 14.58597183227539,
|
| 98 |
+
"learning_rate": 5.2e-06,
|
| 99 |
+
"loss": 0.6409,
|
| 100 |
+
"step": 130
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.12282048470226999,
|
| 104 |
+
"grad_norm": 9.651647567749023,
|
| 105 |
+
"learning_rate": 5.600000000000001e-06,
|
| 106 |
+
"loss": 0.5049,
|
| 107 |
+
"step": 140
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.13159337646671784,
|
| 111 |
+
"grad_norm": 23.112552642822266,
|
| 112 |
+
"learning_rate": 6e-06,
|
| 113 |
+
"loss": 0.6125,
|
| 114 |
+
"step": 150
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.1403662682311657,
|
| 118 |
+
"grad_norm": 14.535902976989746,
|
| 119 |
+
"learning_rate": 6.4000000000000006e-06,
|
| 120 |
+
"loss": 0.5401,
|
| 121 |
+
"step": 160
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.14913915999561356,
|
| 125 |
+
"grad_norm": 19.689529418945312,
|
| 126 |
+
"learning_rate": 6.800000000000001e-06,
|
| 127 |
+
"loss": 0.5239,
|
| 128 |
+
"step": 170
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.1579120517600614,
|
| 132 |
+
"grad_norm": 27.909992218017578,
|
| 133 |
+
"learning_rate": 7.2000000000000005e-06,
|
| 134 |
+
"loss": 0.5906,
|
| 135 |
+
"step": 180
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.16668494352450927,
|
| 139 |
+
"grad_norm": 10.908613204956055,
|
| 140 |
+
"learning_rate": 7.600000000000001e-06,
|
| 141 |
+
"loss": 0.5276,
|
| 142 |
+
"step": 190
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.17545783528895711,
|
| 146 |
+
"grad_norm": 11.81062126159668,
|
| 147 |
+
"learning_rate": 8.000000000000001e-06,
|
| 148 |
+
"loss": 0.5355,
|
| 149 |
+
"step": 200
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.18423072705340499,
|
| 153 |
+
"grad_norm": 16.26637077331543,
|
| 154 |
+
"learning_rate": 8.400000000000001e-06,
|
| 155 |
+
"loss": 0.5265,
|
| 156 |
+
"step": 210
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.19300361881785283,
|
| 160 |
+
"grad_norm": 9.670770645141602,
|
| 161 |
+
"learning_rate": 8.8e-06,
|
| 162 |
+
"loss": 0.5206,
|
| 163 |
+
"step": 220
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.2017765105823007,
|
| 167 |
+
"grad_norm": 14.58901309967041,
|
| 168 |
+
"learning_rate": 9.200000000000002e-06,
|
| 169 |
+
"loss": 0.5791,
|
| 170 |
+
"step": 230
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.21054940234674854,
|
| 174 |
+
"grad_norm": 8.426600456237793,
|
| 175 |
+
"learning_rate": 9.600000000000001e-06,
|
| 176 |
+
"loss": 0.5681,
|
| 177 |
+
"step": 240
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.21932229411119641,
|
| 181 |
+
"grad_norm": 10.079155921936035,
|
| 182 |
+
"learning_rate": 1e-05,
|
| 183 |
+
"loss": 0.6321,
|
| 184 |
+
"step": 250
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.22809518587564426,
|
| 188 |
+
"grad_norm": 11.706363677978516,
|
| 189 |
+
"learning_rate": 1.04e-05,
|
| 190 |
+
"loss": 0.5798,
|
| 191 |
+
"step": 260
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.23686807764009213,
|
| 195 |
+
"grad_norm": 17.979509353637695,
|
| 196 |
+
"learning_rate": 1.0800000000000002e-05,
|
| 197 |
+
"loss": 0.5672,
|
| 198 |
+
"step": 270
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.24564096940453997,
|
| 202 |
+
"grad_norm": 10.209049224853516,
|
| 203 |
+
"learning_rate": 1.1200000000000001e-05,
|
| 204 |
+
"loss": 0.4833,
|
| 205 |
+
"step": 280
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.25441386116898784,
|
| 209 |
+
"grad_norm": 15.83713150024414,
|
| 210 |
+
"learning_rate": 1.16e-05,
|
| 211 |
+
"loss": 0.5465,
|
| 212 |
+
"step": 290
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.2631867529334357,
|
| 216 |
+
"grad_norm": 14.48042106628418,
|
| 217 |
+
"learning_rate": 1.2e-05,
|
| 218 |
+
"loss": 0.5025,
|
| 219 |
+
"step": 300
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.27195964469788353,
|
| 223 |
+
"grad_norm": 14.64489459991455,
|
| 224 |
+
"learning_rate": 1.2400000000000002e-05,
|
| 225 |
+
"loss": 0.4883,
|
| 226 |
+
"step": 310
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.2807325364623314,
|
| 230 |
+
"grad_norm": 19.78868865966797,
|
| 231 |
+
"learning_rate": 1.2800000000000001e-05,
|
| 232 |
+
"loss": 0.5079,
|
| 233 |
+
"step": 320
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.28950542822677927,
|
| 237 |
+
"grad_norm": 11.523838996887207,
|
| 238 |
+
"learning_rate": 1.3200000000000002e-05,
|
| 239 |
+
"loss": 0.5315,
|
| 240 |
+
"step": 330
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.2982783199912271,
|
| 244 |
+
"grad_norm": 7.584911346435547,
|
| 245 |
+
"learning_rate": 1.3600000000000002e-05,
|
| 246 |
+
"loss": 0.5383,
|
| 247 |
+
"step": 340
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.30705121175567496,
|
| 251 |
+
"grad_norm": 10.454729080200195,
|
| 252 |
+
"learning_rate": 1.4e-05,
|
| 253 |
+
"loss": 0.6835,
|
| 254 |
+
"step": 350
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.3158241035201228,
|
| 258 |
+
"grad_norm": 10.022806167602539,
|
| 259 |
+
"learning_rate": 1.4400000000000001e-05,
|
| 260 |
+
"loss": 0.625,
|
| 261 |
+
"step": 360
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.3245969952845707,
|
| 265 |
+
"grad_norm": 7.622408866882324,
|
| 266 |
+
"learning_rate": 1.48e-05,
|
| 267 |
+
"loss": 0.6109,
|
| 268 |
+
"step": 370
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 0.33336988704901854,
|
| 272 |
+
"grad_norm": 6.975420951843262,
|
| 273 |
+
"learning_rate": 1.5200000000000002e-05,
|
| 274 |
+
"loss": 0.5333,
|
| 275 |
+
"step": 380
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 0.3421427788134664,
|
| 279 |
+
"grad_norm": 10.684267044067383,
|
| 280 |
+
"learning_rate": 1.5600000000000003e-05,
|
| 281 |
+
"loss": 0.4575,
|
| 282 |
+
"step": 390
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 0.35091567057791423,
|
| 286 |
+
"grad_norm": 13.571067810058594,
|
| 287 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 288 |
+
"loss": 0.5544,
|
| 289 |
+
"step": 400
|
| 290 |
+
},
|
| 291 |
+
{
|
| 292 |
+
"epoch": 0.35968856234236213,
|
| 293 |
+
"grad_norm": 7.205085277557373,
|
| 294 |
+
"learning_rate": 1.64e-05,
|
| 295 |
+
"loss": 0.6155,
|
| 296 |
+
"step": 410
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 0.36846145410680997,
|
| 300 |
+
"grad_norm": 13.097399711608887,
|
| 301 |
+
"learning_rate": 1.6800000000000002e-05,
|
| 302 |
+
"loss": 0.5048,
|
| 303 |
+
"step": 420
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 0.3772343458712578,
|
| 307 |
+
"grad_norm": 16.442916870117188,
|
| 308 |
+
"learning_rate": 1.72e-05,
|
| 309 |
+
"loss": 0.4976,
|
| 310 |
+
"step": 430
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"epoch": 0.38600723763570566,
|
| 314 |
+
"grad_norm": 6.001971244812012,
|
| 315 |
+
"learning_rate": 1.76e-05,
|
| 316 |
+
"loss": 0.4145,
|
| 317 |
+
"step": 440
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 0.3947801294001535,
|
| 321 |
+
"grad_norm": 2.986736297607422,
|
| 322 |
+
"learning_rate": 1.8e-05,
|
| 323 |
+
"loss": 0.5126,
|
| 324 |
+
"step": 450
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 0.4035530211646014,
|
| 328 |
+
"grad_norm": 9.169132232666016,
|
| 329 |
+
"learning_rate": 1.8400000000000003e-05,
|
| 330 |
+
"loss": 0.5626,
|
| 331 |
+
"step": 460
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"epoch": 0.41232591292904924,
|
| 335 |
+
"grad_norm": 29.881427764892578,
|
| 336 |
+
"learning_rate": 1.88e-05,
|
| 337 |
+
"loss": 0.5039,
|
| 338 |
+
"step": 470
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 0.4210988046934971,
|
| 342 |
+
"grad_norm": 14.136128425598145,
|
| 343 |
+
"learning_rate": 1.9200000000000003e-05,
|
| 344 |
+
"loss": 0.4363,
|
| 345 |
+
"step": 480
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 0.42987169645794493,
|
| 349 |
+
"grad_norm": 10.021966934204102,
|
| 350 |
+
"learning_rate": 1.9600000000000002e-05,
|
| 351 |
+
"loss": 0.4673,
|
| 352 |
+
"step": 490
|
| 353 |
+
},
|
| 354 |
+
{
|
| 355 |
+
"epoch": 0.43864458822239283,
|
| 356 |
+
"grad_norm": 14.060495376586914,
|
| 357 |
+
"learning_rate": 2e-05,
|
| 358 |
+
"loss": 0.3646,
|
| 359 |
+
"step": 500
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 0.43864458822239283,
|
| 363 |
+
"eval_accuracy": 0.8244752121482805,
|
| 364 |
+
"eval_f1": 0.77834179357022,
|
| 365 |
+
"eval_loss": 0.4058316648006439,
|
| 366 |
+
"eval_precision": 0.8146399055489965,
|
| 367 |
+
"eval_recall": 0.7451403887688985,
|
| 368 |
+
"eval_runtime": 561.5176,
|
| 369 |
+
"eval_samples_per_second": 3.987,
|
| 370 |
+
"eval_steps_per_second": 0.499,
|
| 371 |
+
"step": 500
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 0.44741747998684067,
|
| 375 |
+
"grad_norm": 60.427162170410156,
|
| 376 |
+
"learning_rate": 1.968701095461659e-05,
|
| 377 |
+
"loss": 0.5038,
|
| 378 |
+
"step": 510
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 0.4561903717512885,
|
| 382 |
+
"grad_norm": 10.006261825561523,
|
| 383 |
+
"learning_rate": 1.9374021909233177e-05,
|
| 384 |
+
"loss": 0.4059,
|
| 385 |
+
"step": 520
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 0.46496326351573636,
|
| 389 |
+
"grad_norm": 7.567866802215576,
|
| 390 |
+
"learning_rate": 1.9061032863849767e-05,
|
| 391 |
+
"loss": 0.4314,
|
| 392 |
+
"step": 530
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 0.47373615528018426,
|
| 396 |
+
"grad_norm": 12.703323364257812,
|
| 397 |
+
"learning_rate": 1.8748043818466356e-05,
|
| 398 |
+
"loss": 0.2459,
|
| 399 |
+
"step": 540
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 0.4825090470446321,
|
| 403 |
+
"grad_norm": 3.947957754135132,
|
| 404 |
+
"learning_rate": 1.8435054773082942e-05,
|
| 405 |
+
"loss": 0.1668,
|
| 406 |
+
"step": 550
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 0.49128193880907994,
|
| 410 |
+
"grad_norm": 9.213306427001953,
|
| 411 |
+
"learning_rate": 1.8122065727699532e-05,
|
| 412 |
+
"loss": 0.2323,
|
| 413 |
+
"step": 560
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 0.5000548305735278,
|
| 417 |
+
"grad_norm": 0.25514841079711914,
|
| 418 |
+
"learning_rate": 1.780907668231612e-05,
|
| 419 |
+
"loss": 0.1923,
|
| 420 |
+
"step": 570
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 0.5088277223379757,
|
| 424 |
+
"grad_norm": 50.12841796875,
|
| 425 |
+
"learning_rate": 1.7496087636932707e-05,
|
| 426 |
+
"loss": 0.4251,
|
| 427 |
+
"step": 580
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"epoch": 0.5176006141024235,
|
| 431 |
+
"grad_norm": 6.860497951507568,
|
| 432 |
+
"learning_rate": 1.7183098591549297e-05,
|
| 433 |
+
"loss": 0.3019,
|
| 434 |
+
"step": 590
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 0.5263735058668714,
|
| 438 |
+
"grad_norm": 19.863380432128906,
|
| 439 |
+
"learning_rate": 1.6870109546165886e-05,
|
| 440 |
+
"loss": 0.1773,
|
| 441 |
+
"step": 600
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 0.5351463976313192,
|
| 445 |
+
"grad_norm": 0.8949945569038391,
|
| 446 |
+
"learning_rate": 1.6557120500782473e-05,
|
| 447 |
+
"loss": 0.1894,
|
| 448 |
+
"step": 610
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"epoch": 0.5439192893957671,
|
| 452 |
+
"grad_norm": 17.815959930419922,
|
| 453 |
+
"learning_rate": 1.6244131455399062e-05,
|
| 454 |
+
"loss": 0.2715,
|
| 455 |
+
"step": 620
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 0.5526921811602149,
|
| 459 |
+
"grad_norm": 12.630502700805664,
|
| 460 |
+
"learning_rate": 1.5931142410015648e-05,
|
| 461 |
+
"loss": 0.0829,
|
| 462 |
+
"step": 630
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 0.5614650729246627,
|
| 466 |
+
"grad_norm": 10.575263977050781,
|
| 467 |
+
"learning_rate": 1.5618153364632238e-05,
|
| 468 |
+
"loss": 0.1798,
|
| 469 |
+
"step": 640
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 0.5702379646891107,
|
| 473 |
+
"grad_norm": 18.799726486206055,
|
| 474 |
+
"learning_rate": 1.5305164319248827e-05,
|
| 475 |
+
"loss": 0.2497,
|
| 476 |
+
"step": 650
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 0.5790108564535585,
|
| 480 |
+
"grad_norm": 0.6230038404464722,
|
| 481 |
+
"learning_rate": 1.4992175273865417e-05,
|
| 482 |
+
"loss": 0.1408,
|
| 483 |
+
"step": 660
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 0.5877837482180064,
|
| 487 |
+
"grad_norm": 0.14638830721378326,
|
| 488 |
+
"learning_rate": 1.4679186228482005e-05,
|
| 489 |
+
"loss": 0.2073,
|
| 490 |
+
"step": 670
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"epoch": 0.5965566399824542,
|
| 494 |
+
"grad_norm": 11.391288757324219,
|
| 495 |
+
"learning_rate": 1.4366197183098594e-05,
|
| 496 |
+
"loss": 0.2668,
|
| 497 |
+
"step": 680
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 0.6053295317469021,
|
| 501 |
+
"grad_norm": 21.246145248413086,
|
| 502 |
+
"learning_rate": 1.4053208137715182e-05,
|
| 503 |
+
"loss": 0.157,
|
| 504 |
+
"step": 690
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 0.6141024235113499,
|
| 508 |
+
"grad_norm": 9.763635635375977,
|
| 509 |
+
"learning_rate": 1.374021909233177e-05,
|
| 510 |
+
"loss": 0.2703,
|
| 511 |
+
"step": 700
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 0.6228753152757978,
|
| 515 |
+
"grad_norm": 5.701905727386475,
|
| 516 |
+
"learning_rate": 1.342723004694836e-05,
|
| 517 |
+
"loss": 0.1502,
|
| 518 |
+
"step": 710
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 0.6316482070402456,
|
| 522 |
+
"grad_norm": 15.160579681396484,
|
| 523 |
+
"learning_rate": 1.3114241001564947e-05,
|
| 524 |
+
"loss": 0.1193,
|
| 525 |
+
"step": 720
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 0.6404210988046934,
|
| 529 |
+
"grad_norm": 0.9100450873374939,
|
| 530 |
+
"learning_rate": 1.2801251956181535e-05,
|
| 531 |
+
"loss": 0.1526,
|
| 532 |
+
"step": 730
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 0.6491939905691414,
|
| 536 |
+
"grad_norm": 1.2482988834381104,
|
| 537 |
+
"learning_rate": 1.2488262910798124e-05,
|
| 538 |
+
"loss": 0.0877,
|
| 539 |
+
"step": 740
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 0.6579668823335892,
|
| 543 |
+
"grad_norm": 33.362972259521484,
|
| 544 |
+
"learning_rate": 1.2175273865414712e-05,
|
| 545 |
+
"loss": 0.2326,
|
| 546 |
+
"step": 750
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 0.6667397740980371,
|
| 550 |
+
"grad_norm": 18.053966522216797,
|
| 551 |
+
"learning_rate": 1.18622848200313e-05,
|
| 552 |
+
"loss": 0.1339,
|
| 553 |
+
"step": 760
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"epoch": 0.6755126658624849,
|
| 557 |
+
"grad_norm": 0.13135869801044464,
|
| 558 |
+
"learning_rate": 1.1549295774647888e-05,
|
| 559 |
+
"loss": 0.111,
|
| 560 |
+
"step": 770
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 0.6842855576269328,
|
| 564 |
+
"grad_norm": 0.08466053754091263,
|
| 565 |
+
"learning_rate": 1.1236306729264477e-05,
|
| 566 |
+
"loss": 0.1719,
|
| 567 |
+
"step": 780
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 0.6930584493913806,
|
| 571 |
+
"grad_norm": 10.705062866210938,
|
| 572 |
+
"learning_rate": 1.0923317683881065e-05,
|
| 573 |
+
"loss": 0.271,
|
| 574 |
+
"step": 790
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"epoch": 0.7018313411558285,
|
| 578 |
+
"grad_norm": 21.25899314880371,
|
| 579 |
+
"learning_rate": 1.0610328638497653e-05,
|
| 580 |
+
"loss": 0.0995,
|
| 581 |
+
"step": 800
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 0.7106042329202763,
|
| 585 |
+
"grad_norm": 4.999286651611328,
|
| 586 |
+
"learning_rate": 1.0297339593114242e-05,
|
| 587 |
+
"loss": 0.0837,
|
| 588 |
+
"step": 810
|
| 589 |
+
},
|
| 590 |
+
{
|
| 591 |
+
"epoch": 0.7193771246847243,
|
| 592 |
+
"grad_norm": 8.578291893005371,
|
| 593 |
+
"learning_rate": 9.98435054773083e-06,
|
| 594 |
+
"loss": 0.1303,
|
| 595 |
+
"step": 820
|
| 596 |
+
},
|
| 597 |
+
{
|
| 598 |
+
"epoch": 0.7281500164491721,
|
| 599 |
+
"grad_norm": 14.489535331726074,
|
| 600 |
+
"learning_rate": 9.671361502347418e-06,
|
| 601 |
+
"loss": 0.0931,
|
| 602 |
+
"step": 830
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 0.7369229082136199,
|
| 606 |
+
"grad_norm": 0.21449220180511475,
|
| 607 |
+
"learning_rate": 9.358372456964007e-06,
|
| 608 |
+
"loss": 0.151,
|
| 609 |
+
"step": 840
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 0.7456957999780678,
|
| 613 |
+
"grad_norm": 6.524932384490967,
|
| 614 |
+
"learning_rate": 9.045383411580595e-06,
|
| 615 |
+
"loss": 0.0509,
|
| 616 |
+
"step": 850
|
| 617 |
+
},
|
| 618 |
+
{
|
| 619 |
+
"epoch": 0.7544686917425156,
|
| 620 |
+
"grad_norm": 12.212717056274414,
|
| 621 |
+
"learning_rate": 8.732394366197183e-06,
|
| 622 |
+
"loss": 0.2197,
|
| 623 |
+
"step": 860
|
| 624 |
+
},
|
| 625 |
+
{
|
| 626 |
+
"epoch": 0.7632415835069635,
|
| 627 |
+
"grad_norm": 7.826491832733154,
|
| 628 |
+
"learning_rate": 8.419405320813773e-06,
|
| 629 |
+
"loss": 0.1044,
|
| 630 |
+
"step": 870
|
| 631 |
+
},
|
| 632 |
+
{
|
| 633 |
+
"epoch": 0.7720144752714113,
|
| 634 |
+
"grad_norm": 0.8386934995651245,
|
| 635 |
+
"learning_rate": 8.10641627543036e-06,
|
| 636 |
+
"loss": 0.1518,
|
| 637 |
+
"step": 880
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"epoch": 0.7807873670358592,
|
| 641 |
+
"grad_norm": 0.19109545648097992,
|
| 642 |
+
"learning_rate": 7.79342723004695e-06,
|
| 643 |
+
"loss": 0.1311,
|
| 644 |
+
"step": 890
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"epoch": 0.789560258800307,
|
| 648 |
+
"grad_norm": 1.3321959972381592,
|
| 649 |
+
"learning_rate": 7.480438184663538e-06,
|
| 650 |
+
"loss": 0.0714,
|
| 651 |
+
"step": 900
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"epoch": 0.798333150564755,
|
| 655 |
+
"grad_norm": 8.981656074523926,
|
| 656 |
+
"learning_rate": 7.167449139280126e-06,
|
| 657 |
+
"loss": 0.1203,
|
| 658 |
+
"step": 910
|
| 659 |
+
},
|
| 660 |
+
{
|
| 661 |
+
"epoch": 0.8071060423292028,
|
| 662 |
+
"grad_norm": 0.2177647352218628,
|
| 663 |
+
"learning_rate": 6.854460093896714e-06,
|
| 664 |
+
"loss": 0.087,
|
| 665 |
+
"step": 920
|
| 666 |
+
},
|
| 667 |
+
{
|
| 668 |
+
"epoch": 0.8158789340936506,
|
| 669 |
+
"grad_norm": 1.4992311000823975,
|
| 670 |
+
"learning_rate": 6.541471048513303e-06,
|
| 671 |
+
"loss": 0.1357,
|
| 672 |
+
"step": 930
|
| 673 |
+
},
|
| 674 |
+
{
|
| 675 |
+
"epoch": 0.8246518258580985,
|
| 676 |
+
"grad_norm": 2.294389486312866,
|
| 677 |
+
"learning_rate": 6.228482003129891e-06,
|
| 678 |
+
"loss": 0.0661,
|
| 679 |
+
"step": 940
|
| 680 |
+
},
|
| 681 |
+
{
|
| 682 |
+
"epoch": 0.8334247176225463,
|
| 683 |
+
"grad_norm": 0.09688606858253479,
|
| 684 |
+
"learning_rate": 5.915492957746479e-06,
|
| 685 |
+
"loss": 0.0544,
|
| 686 |
+
"step": 950
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"epoch": 0.8421976093869942,
|
| 690 |
+
"grad_norm": 0.15929299592971802,
|
| 691 |
+
"learning_rate": 5.602503912363068e-06,
|
| 692 |
+
"loss": 0.07,
|
| 693 |
+
"step": 960
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"epoch": 0.850970501151442,
|
| 697 |
+
"grad_norm": 0.24913333356380463,
|
| 698 |
+
"learning_rate": 5.289514866979656e-06,
|
| 699 |
+
"loss": 0.0736,
|
| 700 |
+
"step": 970
|
| 701 |
+
},
|
| 702 |
+
{
|
| 703 |
+
"epoch": 0.8597433929158899,
|
| 704 |
+
"grad_norm": 23.65605926513672,
|
| 705 |
+
"learning_rate": 4.976525821596244e-06,
|
| 706 |
+
"loss": 0.0595,
|
| 707 |
+
"step": 980
|
| 708 |
+
},
|
| 709 |
+
{
|
| 710 |
+
"epoch": 0.8685162846803377,
|
| 711 |
+
"grad_norm": 14.373787879943848,
|
| 712 |
+
"learning_rate": 4.663536776212833e-06,
|
| 713 |
+
"loss": 0.1203,
|
| 714 |
+
"step": 990
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 0.8772891764447857,
|
| 718 |
+
"grad_norm": 1.452081322669983,
|
| 719 |
+
"learning_rate": 4.350547730829422e-06,
|
| 720 |
+
"loss": 0.0877,
|
| 721 |
+
"step": 1000
|
| 722 |
+
},
|
| 723 |
+
{
|
| 724 |
+
"epoch": 0.8772891764447857,
|
| 725 |
+
"eval_accuracy": 0.9584635998213488,
|
| 726 |
+
"eval_f1": 0.951232302045097,
|
| 727 |
+
"eval_loss": 0.1738564521074295,
|
| 728 |
+
"eval_precision": 0.9245667686034659,
|
| 729 |
+
"eval_recall": 0.9794816414686826,
|
| 730 |
+
"eval_runtime": 479.7572,
|
| 731 |
+
"eval_samples_per_second": 4.667,
|
| 732 |
+
"eval_steps_per_second": 0.584,
|
| 733 |
+
"step": 1000
|
| 734 |
+
}
|
| 735 |
+
],
|
| 736 |
+
"logging_steps": 10,
|
| 737 |
+
"max_steps": 1139,
|
| 738 |
+
"num_input_tokens_seen": 0,
|
| 739 |
+
"num_train_epochs": 1,
|
| 740 |
+
"save_steps": 500,
|
| 741 |
+
"stateful_callbacks": {
|
| 742 |
+
"TrainerControl": {
|
| 743 |
+
"args": {
|
| 744 |
+
"should_epoch_stop": false,
|
| 745 |
+
"should_evaluate": false,
|
| 746 |
+
"should_log": false,
|
| 747 |
+
"should_save": true,
|
| 748 |
+
"should_training_stop": false
|
| 749 |
+
},
|
| 750 |
+
"attributes": {}
|
| 751 |
+
}
|
| 752 |
+
},
|
| 753 |
+
"total_flos": 1.04153897238528e+17,
|
| 754 |
+
"train_batch_size": 2,
|
| 755 |
+
"trial_name": null,
|
| 756 |
+
"trial_params": null
|
| 757 |
+
}
|
checkpoint-1000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:185bb8da64d30c2f1590f7ca1e9c3108494862be5ded5b4ad92d67dddd881ed0
|
| 3 |
+
size 5496
|
checkpoint-1000/vocab.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0fb90bfa35244d26f0065d1fcd0b5becc3da3d44d616a7e2aacaf6320b9fa2d0
|
| 3 |
+
size 1500244
|
config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "dicta-il/neodictabert",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"NeoBERTForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"auto_map": {
|
| 7 |
+
"AutoConfig": "dicta-il/neodictabert--modeling_neobert.NeoBERTConfig",
|
| 8 |
+
"AutoModel": "dicta-il/neodictabert--modeling_neobert.NeoBERT",
|
| 9 |
+
"AutoModelForMaskedLM": "dicta-il/neodictabert--modeling_neobert.NeoBERTLMHead",
|
| 10 |
+
"AutoModelForQuestionAnswering": "dicta-il/neodictabert--modeling_neobert.NeoBERTForQuestionAnswering",
|
| 11 |
+
"AutoModelForSequenceClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForSequenceClassification",
|
| 12 |
+
"AutoModelForTokenClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForTokenClassification"
|
| 13 |
+
},
|
| 14 |
+
"decoder_init_range": 0.02,
|
| 15 |
+
"dim_head": 64,
|
| 16 |
+
"embedding_init_range": 0.02,
|
| 17 |
+
"encoder_init_range": 0.02,
|
| 18 |
+
"hidden_size": 768,
|
| 19 |
+
"intermediate_size": 3072,
|
| 20 |
+
"kwargs": {
|
| 21 |
+
"_commit_hash": "9052b2e47fe3e615931563bb2a74b26df6e028a3",
|
| 22 |
+
"architectures": [
|
| 23 |
+
"NeoBERTLMHead"
|
| 24 |
+
],
|
| 25 |
+
"attn_implementation": null,
|
| 26 |
+
"auto_map": {
|
| 27 |
+
"AutoConfig": "dicta-il/neodictabert--modeling_neobert.NeoBERTConfig",
|
| 28 |
+
"AutoModel": "dicta-il/neodictabert--modeling_neobert.NeoBERT",
|
| 29 |
+
"AutoModelForMaskedLM": "dicta-il/neodictabert--modeling_neobert.NeoBERTLMHead",
|
| 30 |
+
"AutoModelForQuestionAnswering": "dicta-il/neodictabert--modeling_neobert.NeoBERTForQuestionAnswering",
|
| 31 |
+
"AutoModelForSequenceClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForSequenceClassification",
|
| 32 |
+
"AutoModelForTokenClassification": "dicta-il/neodictabert--modeling_neobert.NeoBERTForTokenClassification"
|
| 33 |
+
},
|
| 34 |
+
"decoder_init_range": 0.02,
|
| 35 |
+
"dim_head": 64,
|
| 36 |
+
"kwargs": {
|
| 37 |
+
"decoder_init_range": 0.02
|
| 38 |
+
},
|
| 39 |
+
"model_type": "neobert",
|
| 40 |
+
"torch_dtype": "bfloat16",
|
| 41 |
+
"transformers_version": "4.53.0"
|
| 42 |
+
},
|
| 43 |
+
"max_length": 4096,
|
| 44 |
+
"model_type": "neobert",
|
| 45 |
+
"norm_eps": 1e-06,
|
| 46 |
+
"num_attention_heads": 12,
|
| 47 |
+
"num_hidden_layers": 28,
|
| 48 |
+
"pad_token_id": 3,
|
| 49 |
+
"problem_type": "single_label_classification",
|
| 50 |
+
"torch_dtype": "float32",
|
| 51 |
+
"transformers_version": "4.49.0",
|
| 52 |
+
"vocab_size": 128000
|
| 53 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 0.9992323719706108,
|
| 3 |
+
"eval_accuracy": 0.9584635998213488,
|
| 4 |
+
"eval_f1": 0.951232302045097,
|
| 5 |
+
"eval_loss": 0.1738564521074295,
|
| 6 |
+
"eval_precision": 0.9245667686034659,
|
| 7 |
+
"eval_recall": 0.9794816414686826,
|
| 8 |
+
"eval_runtime": 479.0909,
|
| 9 |
+
"eval_samples": 2239,
|
| 10 |
+
"eval_samples_per_second": 4.673,
|
| 11 |
+
"eval_steps_per_second": 0.584
|
| 12 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0c48f719aedf4303e6b088c56088478f6cf67daa61d3e8d79f907879a5cb8b7a
|
| 3 |
+
size 1452744296
|
predict_results.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"predict_accuracy": 0.9664153529814942,
|
| 3 |
+
"predict_f1": 0.9602272727272727,
|
| 4 |
+
"predict_loss": 0.1469365507364273,
|
| 5 |
+
"predict_precision": 0.949438202247191,
|
| 6 |
+
"predict_recall": 0.9712643678160919,
|
| 7 |
+
"predict_runtime": 625.2009,
|
| 8 |
+
"predict_samples": 2918,
|
| 9 |
+
"predict_samples_per_second": 4.667,
|
| 10 |
+
"predict_steps_per_second": 0.584
|
| 11 |
+
}
|
predictions.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
predictions.txt
ADDED
|
@@ -0,0 +1,2919 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
index prediction
|
| 2 |
+
0 entailment
|
| 3 |
+
1 entailment
|
| 4 |
+
2 entailment
|
| 5 |
+
3 entailment
|
| 6 |
+
4 entailment
|
| 7 |
+
5 entailment
|
| 8 |
+
6 entailment
|
| 9 |
+
7 entailment
|
| 10 |
+
8 entailment
|
| 11 |
+
9 entailment
|
| 12 |
+
10 entailment
|
| 13 |
+
11 entailment
|
| 14 |
+
12 entailment
|
| 15 |
+
13 entailment
|
| 16 |
+
14 entailment
|
| 17 |
+
15 entailment
|
| 18 |
+
16 entailment
|
| 19 |
+
17 entailment
|
| 20 |
+
18 entailment
|
| 21 |
+
19 entailment
|
| 22 |
+
20 entailment
|
| 23 |
+
21 entailment
|
| 24 |
+
22 entailment
|
| 25 |
+
23 entailment
|
| 26 |
+
24 entailment
|
| 27 |
+
25 entailment
|
| 28 |
+
26 entailment
|
| 29 |
+
27 entailment
|
| 30 |
+
28 entailment
|
| 31 |
+
29 entailment
|
| 32 |
+
30 entailment
|
| 33 |
+
31 entailment
|
| 34 |
+
32 entailment
|
| 35 |
+
33 entailment
|
| 36 |
+
34 entailment
|
| 37 |
+
35 entailment
|
| 38 |
+
36 entailment
|
| 39 |
+
37 entailment
|
| 40 |
+
38 entailment
|
| 41 |
+
39 entailment
|
| 42 |
+
40 entailment
|
| 43 |
+
41 entailment
|
| 44 |
+
42 entailment
|
| 45 |
+
43 entailment
|
| 46 |
+
44 entailment
|
| 47 |
+
45 entailment
|
| 48 |
+
46 entailment
|
| 49 |
+
47 entailment
|
| 50 |
+
48 entailment
|
| 51 |
+
49 entailment
|
| 52 |
+
50 entailment
|
| 53 |
+
51 entailment
|
| 54 |
+
52 entailment
|
| 55 |
+
53 entailment
|
| 56 |
+
54 entailment
|
| 57 |
+
55 entailment
|
| 58 |
+
56 entailment
|
| 59 |
+
57 entailment
|
| 60 |
+
58 entailment
|
| 61 |
+
59 entailment
|
| 62 |
+
60 entailment
|
| 63 |
+
61 entailment
|
| 64 |
+
62 entailment
|
| 65 |
+
63 entailment
|
| 66 |
+
64 entailment
|
| 67 |
+
65 entailment
|
| 68 |
+
66 entailment
|
| 69 |
+
67 entailment
|
| 70 |
+
68 entailment
|
| 71 |
+
69 entailment
|
| 72 |
+
70 entailment
|
| 73 |
+
71 entailment
|
| 74 |
+
72 entailment
|
| 75 |
+
73 entailment
|
| 76 |
+
74 entailment
|
| 77 |
+
75 entailment
|
| 78 |
+
76 entailment
|
| 79 |
+
77 entailment
|
| 80 |
+
78 entailment
|
| 81 |
+
79 entailment
|
| 82 |
+
80 entailment
|
| 83 |
+
81 entailment
|
| 84 |
+
82 entailment
|
| 85 |
+
83 entailment
|
| 86 |
+
84 entailment
|
| 87 |
+
85 entailment
|
| 88 |
+
86 entailment
|
| 89 |
+
87 entailment
|
| 90 |
+
88 entailment
|
| 91 |
+
89 entailment
|
| 92 |
+
90 entailment
|
| 93 |
+
91 entailment
|
| 94 |
+
92 entailment
|
| 95 |
+
93 entailment
|
| 96 |
+
94 entailment
|
| 97 |
+
95 entailment
|
| 98 |
+
96 entailment
|
| 99 |
+
97 entailment
|
| 100 |
+
98 entailment
|
| 101 |
+
99 entailment
|
| 102 |
+
100 entailment
|
| 103 |
+
101 entailment
|
| 104 |
+
102 entailment
|
| 105 |
+
103 entailment
|
| 106 |
+
104 entailment
|
| 107 |
+
105 entailment
|
| 108 |
+
106 entailment
|
| 109 |
+
107 entailment
|
| 110 |
+
108 entailment
|
| 111 |
+
109 entailment
|
| 112 |
+
110 entailment
|
| 113 |
+
111 entailment
|
| 114 |
+
112 entailment
|
| 115 |
+
113 entailment
|
| 116 |
+
114 entailment
|
| 117 |
+
115 entailment
|
| 118 |
+
116 entailment
|
| 119 |
+
117 entailment
|
| 120 |
+
118 entailment
|
| 121 |
+
119 entailment
|
| 122 |
+
120 entailment
|
| 123 |
+
121 entailment
|
| 124 |
+
122 entailment
|
| 125 |
+
123 entailment
|
| 126 |
+
124 entailment
|
| 127 |
+
125 entailment
|
| 128 |
+
126 entailment
|
| 129 |
+
127 entailment
|
| 130 |
+
128 entailment
|
| 131 |
+
129 entailment
|
| 132 |
+
130 entailment
|
| 133 |
+
131 entailment
|
| 134 |
+
132 entailment
|
| 135 |
+
133 entailment
|
| 136 |
+
134 entailment
|
| 137 |
+
135 entailment
|
| 138 |
+
136 entailment
|
| 139 |
+
137 entailment
|
| 140 |
+
138 entailment
|
| 141 |
+
139 entailment
|
| 142 |
+
140 entailment
|
| 143 |
+
141 entailment
|
| 144 |
+
142 entailment
|
| 145 |
+
143 entailment
|
| 146 |
+
144 entailment
|
| 147 |
+
145 entailment
|
| 148 |
+
146 entailment
|
| 149 |
+
147 entailment
|
| 150 |
+
148 entailment
|
| 151 |
+
149 entailment
|
| 152 |
+
150 entailment
|
| 153 |
+
151 entailment
|
| 154 |
+
152 entailment
|
| 155 |
+
153 entailment
|
| 156 |
+
154 entailment
|
| 157 |
+
155 entailment
|
| 158 |
+
156 entailment
|
| 159 |
+
157 entailment
|
| 160 |
+
158 entailment
|
| 161 |
+
159 entailment
|
| 162 |
+
160 entailment
|
| 163 |
+
161 entailment
|
| 164 |
+
162 entailment
|
| 165 |
+
163 entailment
|
| 166 |
+
164 entailment
|
| 167 |
+
165 entailment
|
| 168 |
+
166 entailment
|
| 169 |
+
167 entailment
|
| 170 |
+
168 entailment
|
| 171 |
+
169 entailment
|
| 172 |
+
170 entailment
|
| 173 |
+
171 entailment
|
| 174 |
+
172 entailment
|
| 175 |
+
173 entailment
|
| 176 |
+
174 entailment
|
| 177 |
+
175 entailment
|
| 178 |
+
176 entailment
|
| 179 |
+
177 entailment
|
| 180 |
+
178 entailment
|
| 181 |
+
179 entailment
|
| 182 |
+
180 entailment
|
| 183 |
+
181 entailment
|
| 184 |
+
182 entailment
|
| 185 |
+
183 entailment
|
| 186 |
+
184 entailment
|
| 187 |
+
185 entailment
|
| 188 |
+
186 entailment
|
| 189 |
+
187 entailment
|
| 190 |
+
188 entailment
|
| 191 |
+
189 entailment
|
| 192 |
+
190 entailment
|
| 193 |
+
191 entailment
|
| 194 |
+
192 entailment
|
| 195 |
+
193 entailment
|
| 196 |
+
194 entailment
|
| 197 |
+
195 entailment
|
| 198 |
+
196 entailment
|
| 199 |
+
197 entailment
|
| 200 |
+
198 entailment
|
| 201 |
+
199 entailment
|
| 202 |
+
200 entailment
|
| 203 |
+
201 entailment
|
| 204 |
+
202 entailment
|
| 205 |
+
203 entailment
|
| 206 |
+
204 entailment
|
| 207 |
+
205 entailment
|
| 208 |
+
206 entailment
|
| 209 |
+
207 entailment
|
| 210 |
+
208 entailment
|
| 211 |
+
209 entailment
|
| 212 |
+
210 entailment
|
| 213 |
+
211 entailment
|
| 214 |
+
212 entailment
|
| 215 |
+
213 entailment
|
| 216 |
+
214 entailment
|
| 217 |
+
215 entailment
|
| 218 |
+
216 entailment
|
| 219 |
+
217 entailment
|
| 220 |
+
218 entailment
|
| 221 |
+
219 entailment
|
| 222 |
+
220 entailment
|
| 223 |
+
221 entailment
|
| 224 |
+
222 entailment
|
| 225 |
+
223 entailment
|
| 226 |
+
224 entailment
|
| 227 |
+
225 entailment
|
| 228 |
+
226 entailment
|
| 229 |
+
227 entailment
|
| 230 |
+
228 entailment
|
| 231 |
+
229 entailment
|
| 232 |
+
230 entailment
|
| 233 |
+
231 entailment
|
| 234 |
+
232 entailment
|
| 235 |
+
233 entailment
|
| 236 |
+
234 entailment
|
| 237 |
+
235 entailment
|
| 238 |
+
236 entailment
|
| 239 |
+
237 entailment
|
| 240 |
+
238 entailment
|
| 241 |
+
239 entailment
|
| 242 |
+
240 entailment
|
| 243 |
+
241 entailment
|
| 244 |
+
242 entailment
|
| 245 |
+
243 entailment
|
| 246 |
+
244 entailment
|
| 247 |
+
245 entailment
|
| 248 |
+
246 entailment
|
| 249 |
+
247 entailment
|
| 250 |
+
248 entailment
|
| 251 |
+
249 entailment
|
| 252 |
+
250 entailment
|
| 253 |
+
251 entailment
|
| 254 |
+
252 entailment
|
| 255 |
+
253 entailment
|
| 256 |
+
254 entailment
|
| 257 |
+
255 entailment
|
| 258 |
+
256 entailment
|
| 259 |
+
257 entailment
|
| 260 |
+
258 entailment
|
| 261 |
+
259 entailment
|
| 262 |
+
260 entailment
|
| 263 |
+
261 entailment
|
| 264 |
+
262 entailment
|
| 265 |
+
263 entailment
|
| 266 |
+
264 entailment
|
| 267 |
+
265 entailment
|
| 268 |
+
266 entailment
|
| 269 |
+
267 entailment
|
| 270 |
+
268 entailment
|
| 271 |
+
269 entailment
|
| 272 |
+
270 entailment
|
| 273 |
+
271 entailment
|
| 274 |
+
272 entailment
|
| 275 |
+
273 entailment
|
| 276 |
+
274 entailment
|
| 277 |
+
275 entailment
|
| 278 |
+
276 entailment
|
| 279 |
+
277 entailment
|
| 280 |
+
278 entailment
|
| 281 |
+
279 entailment
|
| 282 |
+
280 entailment
|
| 283 |
+
281 entailment
|
| 284 |
+
282 entailment
|
| 285 |
+
283 entailment
|
| 286 |
+
284 entailment
|
| 287 |
+
285 entailment
|
| 288 |
+
286 entailment
|
| 289 |
+
287 entailment
|
| 290 |
+
288 entailment
|
| 291 |
+
289 entailment
|
| 292 |
+
290 entailment
|
| 293 |
+
291 entailment
|
| 294 |
+
292 entailment
|
| 295 |
+
293 entailment
|
| 296 |
+
294 entailment
|
| 297 |
+
295 entailment
|
| 298 |
+
296 entailment
|
| 299 |
+
297 entailment
|
| 300 |
+
298 entailment
|
| 301 |
+
299 entailment
|
| 302 |
+
300 entailment
|
| 303 |
+
301 entailment
|
| 304 |
+
302 entailment
|
| 305 |
+
303 entailment
|
| 306 |
+
304 entailment
|
| 307 |
+
305 entailment
|
| 308 |
+
306 entailment
|
| 309 |
+
307 entailment
|
| 310 |
+
308 entailment
|
| 311 |
+
309 entailment
|
| 312 |
+
310 entailment
|
| 313 |
+
311 entailment
|
| 314 |
+
312 entailment
|
| 315 |
+
313 entailment
|
| 316 |
+
314 entailment
|
| 317 |
+
315 entailment
|
| 318 |
+
316 entailment
|
| 319 |
+
317 entailment
|
| 320 |
+
318 entailment
|
| 321 |
+
319 entailment
|
| 322 |
+
320 entailment
|
| 323 |
+
321 entailment
|
| 324 |
+
322 entailment
|
| 325 |
+
323 entailment
|
| 326 |
+
324 entailment
|
| 327 |
+
325 entailment
|
| 328 |
+
326 entailment
|
| 329 |
+
327 entailment
|
| 330 |
+
328 entailment
|
| 331 |
+
329 entailment
|
| 332 |
+
330 entailment
|
| 333 |
+
331 entailment
|
| 334 |
+
332 entailment
|
| 335 |
+
333 entailment
|
| 336 |
+
334 entailment
|
| 337 |
+
335 entailment
|
| 338 |
+
336 entailment
|
| 339 |
+
337 entailment
|
| 340 |
+
338 entailment
|
| 341 |
+
339 entailment
|
| 342 |
+
340 entailment
|
| 343 |
+
341 entailment
|
| 344 |
+
342 entailment
|
| 345 |
+
343 entailment
|
| 346 |
+
344 entailment
|
| 347 |
+
345 entailment
|
| 348 |
+
346 entailment
|
| 349 |
+
347 entailment
|
| 350 |
+
348 entailment
|
| 351 |
+
349 entailment
|
| 352 |
+
350 entailment
|
| 353 |
+
351 entailment
|
| 354 |
+
352 entailment
|
| 355 |
+
353 entailment
|
| 356 |
+
354 entailment
|
| 357 |
+
355 entailment
|
| 358 |
+
356 entailment
|
| 359 |
+
357 entailment
|
| 360 |
+
358 entailment
|
| 361 |
+
359 entailment
|
| 362 |
+
360 entailment
|
| 363 |
+
361 entailment
|
| 364 |
+
362 entailment
|
| 365 |
+
363 entailment
|
| 366 |
+
364 contradiction
|
| 367 |
+
365 entailment
|
| 368 |
+
366 entailment
|
| 369 |
+
367 entailment
|
| 370 |
+
368 entailment
|
| 371 |
+
369 entailment
|
| 372 |
+
370 entailment
|
| 373 |
+
371 entailment
|
| 374 |
+
372 entailment
|
| 375 |
+
373 entailment
|
| 376 |
+
374 entailment
|
| 377 |
+
375 entailment
|
| 378 |
+
376 entailment
|
| 379 |
+
377 entailment
|
| 380 |
+
378 entailment
|
| 381 |
+
379 entailment
|
| 382 |
+
380 entailment
|
| 383 |
+
381 entailment
|
| 384 |
+
382 entailment
|
| 385 |
+
383 entailment
|
| 386 |
+
384 entailment
|
| 387 |
+
385 entailment
|
| 388 |
+
386 entailment
|
| 389 |
+
387 entailment
|
| 390 |
+
388 entailment
|
| 391 |
+
389 entailment
|
| 392 |
+
390 entailment
|
| 393 |
+
391 entailment
|
| 394 |
+
392 entailment
|
| 395 |
+
393 entailment
|
| 396 |
+
394 entailment
|
| 397 |
+
395 entailment
|
| 398 |
+
396 contradiction
|
| 399 |
+
397 entailment
|
| 400 |
+
398 entailment
|
| 401 |
+
399 entailment
|
| 402 |
+
400 entailment
|
| 403 |
+
401 entailment
|
| 404 |
+
402 entailment
|
| 405 |
+
403 entailment
|
| 406 |
+
404 entailment
|
| 407 |
+
405 entailment
|
| 408 |
+
406 entailment
|
| 409 |
+
407 contradiction
|
| 410 |
+
408 entailment
|
| 411 |
+
409 entailment
|
| 412 |
+
410 entailment
|
| 413 |
+
411 entailment
|
| 414 |
+
412 entailment
|
| 415 |
+
413 entailment
|
| 416 |
+
414 entailment
|
| 417 |
+
415 entailment
|
| 418 |
+
416 entailment
|
| 419 |
+
417 entailment
|
| 420 |
+
418 contradiction
|
| 421 |
+
419 contradiction
|
| 422 |
+
420 contradiction
|
| 423 |
+
421 contradiction
|
| 424 |
+
422 contradiction
|
| 425 |
+
423 contradiction
|
| 426 |
+
424 contradiction
|
| 427 |
+
425 contradiction
|
| 428 |
+
426 contradiction
|
| 429 |
+
427 contradiction
|
| 430 |
+
428 contradiction
|
| 431 |
+
429 contradiction
|
| 432 |
+
430 contradiction
|
| 433 |
+
431 contradiction
|
| 434 |
+
432 contradiction
|
| 435 |
+
433 contradiction
|
| 436 |
+
434 contradiction
|
| 437 |
+
435 contradiction
|
| 438 |
+
436 contradiction
|
| 439 |
+
437 contradiction
|
| 440 |
+
438 contradiction
|
| 441 |
+
439 contradiction
|
| 442 |
+
440 contradiction
|
| 443 |
+
441 contradiction
|
| 444 |
+
442 contradiction
|
| 445 |
+
443 contradiction
|
| 446 |
+
444 contradiction
|
| 447 |
+
445 contradiction
|
| 448 |
+
446 contradiction
|
| 449 |
+
447 contradiction
|
| 450 |
+
448 contradiction
|
| 451 |
+
449 contradiction
|
| 452 |
+
450 contradiction
|
| 453 |
+
451 contradiction
|
| 454 |
+
452 contradiction
|
| 455 |
+
453 contradiction
|
| 456 |
+
454 contradiction
|
| 457 |
+
455 contradiction
|
| 458 |
+
456 contradiction
|
| 459 |
+
457 contradiction
|
| 460 |
+
458 contradiction
|
| 461 |
+
459 contradiction
|
| 462 |
+
460 contradiction
|
| 463 |
+
461 contradiction
|
| 464 |
+
462 contradiction
|
| 465 |
+
463 contradiction
|
| 466 |
+
464 contradiction
|
| 467 |
+
465 contradiction
|
| 468 |
+
466 contradiction
|
| 469 |
+
467 contradiction
|
| 470 |
+
468 contradiction
|
| 471 |
+
469 contradiction
|
| 472 |
+
470 contradiction
|
| 473 |
+
471 contradiction
|
| 474 |
+
472 contradiction
|
| 475 |
+
473 contradiction
|
| 476 |
+
474 contradiction
|
| 477 |
+
475 contradiction
|
| 478 |
+
476 contradiction
|
| 479 |
+
477 contradiction
|
| 480 |
+
478 contradiction
|
| 481 |
+
479 contradiction
|
| 482 |
+
480 contradiction
|
| 483 |
+
481 contradiction
|
| 484 |
+
482 contradiction
|
| 485 |
+
483 contradiction
|
| 486 |
+
484 contradiction
|
| 487 |
+
485 contradiction
|
| 488 |
+
486 contradiction
|
| 489 |
+
487 contradiction
|
| 490 |
+
488 contradiction
|
| 491 |
+
489 contradiction
|
| 492 |
+
490 contradiction
|
| 493 |
+
491 contradiction
|
| 494 |
+
492 contradiction
|
| 495 |
+
493 contradiction
|
| 496 |
+
494 contradiction
|
| 497 |
+
495 contradiction
|
| 498 |
+
496 contradiction
|
| 499 |
+
497 contradiction
|
| 500 |
+
498 contradiction
|
| 501 |
+
499 contradiction
|
| 502 |
+
500 contradiction
|
| 503 |
+
501 contradiction
|
| 504 |
+
502 contradiction
|
| 505 |
+
503 contradiction
|
| 506 |
+
504 contradiction
|
| 507 |
+
505 contradiction
|
| 508 |
+
506 contradiction
|
| 509 |
+
507 entailment
|
| 510 |
+
508 contradiction
|
| 511 |
+
509 contradiction
|
| 512 |
+
510 contradiction
|
| 513 |
+
511 contradiction
|
| 514 |
+
512 contradiction
|
| 515 |
+
513 contradiction
|
| 516 |
+
514 contradiction
|
| 517 |
+
515 contradiction
|
| 518 |
+
516 contradiction
|
| 519 |
+
517 contradiction
|
| 520 |
+
518 contradiction
|
| 521 |
+
519 contradiction
|
| 522 |
+
520 contradiction
|
| 523 |
+
521 contradiction
|
| 524 |
+
522 contradiction
|
| 525 |
+
523 contradiction
|
| 526 |
+
524 contradiction
|
| 527 |
+
525 contradiction
|
| 528 |
+
526 contradiction
|
| 529 |
+
527 contradiction
|
| 530 |
+
528 contradiction
|
| 531 |
+
529 contradiction
|
| 532 |
+
530 contradiction
|
| 533 |
+
531 contradiction
|
| 534 |
+
532 contradiction
|
| 535 |
+
533 contradiction
|
| 536 |
+
534 contradiction
|
| 537 |
+
535 contradiction
|
| 538 |
+
536 contradiction
|
| 539 |
+
537 contradiction
|
| 540 |
+
538 contradiction
|
| 541 |
+
539 contradiction
|
| 542 |
+
540 contradiction
|
| 543 |
+
541 contradiction
|
| 544 |
+
542 contradiction
|
| 545 |
+
543 contradiction
|
| 546 |
+
544 contradiction
|
| 547 |
+
545 contradiction
|
| 548 |
+
546 contradiction
|
| 549 |
+
547 contradiction
|
| 550 |
+
548 contradiction
|
| 551 |
+
549 contradiction
|
| 552 |
+
550 contradiction
|
| 553 |
+
551 contradiction
|
| 554 |
+
552 contradiction
|
| 555 |
+
553 contradiction
|
| 556 |
+
554 contradiction
|
| 557 |
+
555 contradiction
|
| 558 |
+
556 contradiction
|
| 559 |
+
557 contradiction
|
| 560 |
+
558 contradiction
|
| 561 |
+
559 contradiction
|
| 562 |
+
560 contradiction
|
| 563 |
+
561 contradiction
|
| 564 |
+
562 contradiction
|
| 565 |
+
563 contradiction
|
| 566 |
+
564 contradiction
|
| 567 |
+
565 contradiction
|
| 568 |
+
566 contradiction
|
| 569 |
+
567 contradiction
|
| 570 |
+
568 contradiction
|
| 571 |
+
569 entailment
|
| 572 |
+
570 contradiction
|
| 573 |
+
571 contradiction
|
| 574 |
+
572 contradiction
|
| 575 |
+
573 contradiction
|
| 576 |
+
574 contradiction
|
| 577 |
+
575 contradiction
|
| 578 |
+
576 contradiction
|
| 579 |
+
577 contradiction
|
| 580 |
+
578 contradiction
|
| 581 |
+
579 entailment
|
| 582 |
+
580 contradiction
|
| 583 |
+
581 contradiction
|
| 584 |
+
582 contradiction
|
| 585 |
+
583 contradiction
|
| 586 |
+
584 contradiction
|
| 587 |
+
585 contradiction
|
| 588 |
+
586 contradiction
|
| 589 |
+
587 contradiction
|
| 590 |
+
588 contradiction
|
| 591 |
+
589 contradiction
|
| 592 |
+
590 contradiction
|
| 593 |
+
591 contradiction
|
| 594 |
+
592 contradiction
|
| 595 |
+
593 contradiction
|
| 596 |
+
594 entailment
|
| 597 |
+
595 entailment
|
| 598 |
+
596 entailment
|
| 599 |
+
597 entailment
|
| 600 |
+
598 entailment
|
| 601 |
+
599 contradiction
|
| 602 |
+
600 contradiction
|
| 603 |
+
601 contradiction
|
| 604 |
+
602 contradiction
|
| 605 |
+
603 contradiction
|
| 606 |
+
604 contradiction
|
| 607 |
+
605 contradiction
|
| 608 |
+
606 contradiction
|
| 609 |
+
607 contradiction
|
| 610 |
+
608 contradiction
|
| 611 |
+
609 contradiction
|
| 612 |
+
610 contradiction
|
| 613 |
+
611 contradiction
|
| 614 |
+
612 contradiction
|
| 615 |
+
613 contradiction
|
| 616 |
+
614 contradiction
|
| 617 |
+
615 contradiction
|
| 618 |
+
616 contradiction
|
| 619 |
+
617 contradiction
|
| 620 |
+
618 contradiction
|
| 621 |
+
619 contradiction
|
| 622 |
+
620 contradiction
|
| 623 |
+
621 contradiction
|
| 624 |
+
622 contradiction
|
| 625 |
+
623 contradiction
|
| 626 |
+
624 contradiction
|
| 627 |
+
625 contradiction
|
| 628 |
+
626 contradiction
|
| 629 |
+
627 contradiction
|
| 630 |
+
628 contradiction
|
| 631 |
+
629 contradiction
|
| 632 |
+
630 contradiction
|
| 633 |
+
631 contradiction
|
| 634 |
+
632 contradiction
|
| 635 |
+
633 contradiction
|
| 636 |
+
634 contradiction
|
| 637 |
+
635 contradiction
|
| 638 |
+
636 contradiction
|
| 639 |
+
637 contradiction
|
| 640 |
+
638 entailment
|
| 641 |
+
639 contradiction
|
| 642 |
+
640 contradiction
|
| 643 |
+
641 contradiction
|
| 644 |
+
642 contradiction
|
| 645 |
+
643 contradiction
|
| 646 |
+
644 entailment
|
| 647 |
+
645 contradiction
|
| 648 |
+
646 contradiction
|
| 649 |
+
647 contradiction
|
| 650 |
+
648 entailment
|
| 651 |
+
649 contradiction
|
| 652 |
+
650 entailment
|
| 653 |
+
651 entailment
|
| 654 |
+
652 contradiction
|
| 655 |
+
653 contradiction
|
| 656 |
+
654 contradiction
|
| 657 |
+
655 contradiction
|
| 658 |
+
656 contradiction
|
| 659 |
+
657 contradiction
|
| 660 |
+
658 contradiction
|
| 661 |
+
659 contradiction
|
| 662 |
+
660 contradiction
|
| 663 |
+
661 contradiction
|
| 664 |
+
662 contradiction
|
| 665 |
+
663 contradiction
|
| 666 |
+
664 contradiction
|
| 667 |
+
665 contradiction
|
| 668 |
+
666 contradiction
|
| 669 |
+
667 contradiction
|
| 670 |
+
668 contradiction
|
| 671 |
+
669 contradiction
|
| 672 |
+
670 contradiction
|
| 673 |
+
671 contradiction
|
| 674 |
+
672 contradiction
|
| 675 |
+
673 entailment
|
| 676 |
+
674 contradiction
|
| 677 |
+
675 contradiction
|
| 678 |
+
676 contradiction
|
| 679 |
+
677 contradiction
|
| 680 |
+
678 contradiction
|
| 681 |
+
679 contradiction
|
| 682 |
+
680 contradiction
|
| 683 |
+
681 contradiction
|
| 684 |
+
682 contradiction
|
| 685 |
+
683 contradiction
|
| 686 |
+
684 contradiction
|
| 687 |
+
685 contradiction
|
| 688 |
+
686 contradiction
|
| 689 |
+
687 contradiction
|
| 690 |
+
688 contradiction
|
| 691 |
+
689 contradiction
|
| 692 |
+
690 entailment
|
| 693 |
+
691 contradiction
|
| 694 |
+
692 contradiction
|
| 695 |
+
693 contradiction
|
| 696 |
+
694 contradiction
|
| 697 |
+
695 contradiction
|
| 698 |
+
696 contradiction
|
| 699 |
+
697 contradiction
|
| 700 |
+
698 contradiction
|
| 701 |
+
699 contradiction
|
| 702 |
+
700 contradiction
|
| 703 |
+
701 contradiction
|
| 704 |
+
702 contradiction
|
| 705 |
+
703 contradiction
|
| 706 |
+
704 contradiction
|
| 707 |
+
705 contradiction
|
| 708 |
+
706 contradiction
|
| 709 |
+
707 contradiction
|
| 710 |
+
708 contradiction
|
| 711 |
+
709 contradiction
|
| 712 |
+
710 contradiction
|
| 713 |
+
711 contradiction
|
| 714 |
+
712 contradiction
|
| 715 |
+
713 contradiction
|
| 716 |
+
714 contradiction
|
| 717 |
+
715 contradiction
|
| 718 |
+
716 contradiction
|
| 719 |
+
717 contradiction
|
| 720 |
+
718 contradiction
|
| 721 |
+
719 contradiction
|
| 722 |
+
720 contradiction
|
| 723 |
+
721 contradiction
|
| 724 |
+
722 contradiction
|
| 725 |
+
723 contradiction
|
| 726 |
+
724 contradiction
|
| 727 |
+
725 contradiction
|
| 728 |
+
726 contradiction
|
| 729 |
+
727 contradiction
|
| 730 |
+
728 contradiction
|
| 731 |
+
729 contradiction
|
| 732 |
+
730 contradiction
|
| 733 |
+
731 contradiction
|
| 734 |
+
732 contradiction
|
| 735 |
+
733 contradiction
|
| 736 |
+
734 contradiction
|
| 737 |
+
735 contradiction
|
| 738 |
+
736 contradiction
|
| 739 |
+
737 contradiction
|
| 740 |
+
738 contradiction
|
| 741 |
+
739 contradiction
|
| 742 |
+
740 contradiction
|
| 743 |
+
741 contradiction
|
| 744 |
+
742 contradiction
|
| 745 |
+
743 contradiction
|
| 746 |
+
744 contradiction
|
| 747 |
+
745 contradiction
|
| 748 |
+
746 contradiction
|
| 749 |
+
747 contradiction
|
| 750 |
+
748 contradiction
|
| 751 |
+
749 contradiction
|
| 752 |
+
750 contradiction
|
| 753 |
+
751 contradiction
|
| 754 |
+
752 contradiction
|
| 755 |
+
753 contradiction
|
| 756 |
+
754 contradiction
|
| 757 |
+
755 contradiction
|
| 758 |
+
756 contradiction
|
| 759 |
+
757 contradiction
|
| 760 |
+
758 contradiction
|
| 761 |
+
759 contradiction
|
| 762 |
+
760 contradiction
|
| 763 |
+
761 contradiction
|
| 764 |
+
762 contradiction
|
| 765 |
+
763 contradiction
|
| 766 |
+
764 entailment
|
| 767 |
+
765 entailment
|
| 768 |
+
766 entailment
|
| 769 |
+
767 entailment
|
| 770 |
+
768 contradiction
|
| 771 |
+
769 contradiction
|
| 772 |
+
770 contradiction
|
| 773 |
+
771 contradiction
|
| 774 |
+
772 contradiction
|
| 775 |
+
773 contradiction
|
| 776 |
+
774 contradiction
|
| 777 |
+
775 contradiction
|
| 778 |
+
776 contradiction
|
| 779 |
+
777 contradiction
|
| 780 |
+
778 contradiction
|
| 781 |
+
779 contradiction
|
| 782 |
+
780 contradiction
|
| 783 |
+
781 entailment
|
| 784 |
+
782 contradiction
|
| 785 |
+
783 contradiction
|
| 786 |
+
784 contradiction
|
| 787 |
+
785 contradiction
|
| 788 |
+
786 contradiction
|
| 789 |
+
787 contradiction
|
| 790 |
+
788 entailment
|
| 791 |
+
789 contradiction
|
| 792 |
+
790 contradiction
|
| 793 |
+
791 contradiction
|
| 794 |
+
792 contradiction
|
| 795 |
+
793 contradiction
|
| 796 |
+
794 contradiction
|
| 797 |
+
795 contradiction
|
| 798 |
+
796 contradiction
|
| 799 |
+
797 contradiction
|
| 800 |
+
798 contradiction
|
| 801 |
+
799 contradiction
|
| 802 |
+
800 contradiction
|
| 803 |
+
801 contradiction
|
| 804 |
+
802 contradiction
|
| 805 |
+
803 contradiction
|
| 806 |
+
804 contradiction
|
| 807 |
+
805 contradiction
|
| 808 |
+
806 contradiction
|
| 809 |
+
807 contradiction
|
| 810 |
+
808 contradiction
|
| 811 |
+
809 contradiction
|
| 812 |
+
810 contradiction
|
| 813 |
+
811 contradiction
|
| 814 |
+
812 contradiction
|
| 815 |
+
813 contradiction
|
| 816 |
+
814 contradiction
|
| 817 |
+
815 contradiction
|
| 818 |
+
816 contradiction
|
| 819 |
+
817 contradiction
|
| 820 |
+
818 contradiction
|
| 821 |
+
819 contradiction
|
| 822 |
+
820 contradiction
|
| 823 |
+
821 contradiction
|
| 824 |
+
822 contradiction
|
| 825 |
+
823 contradiction
|
| 826 |
+
824 entailment
|
| 827 |
+
825 entailment
|
| 828 |
+
826 entailment
|
| 829 |
+
827 entailment
|
| 830 |
+
828 entailment
|
| 831 |
+
829 entailment
|
| 832 |
+
830 entailment
|
| 833 |
+
831 contradiction
|
| 834 |
+
832 contradiction
|
| 835 |
+
833 contradiction
|
| 836 |
+
834 contradiction
|
| 837 |
+
835 contradiction
|
| 838 |
+
836 contradiction
|
| 839 |
+
837 contradiction
|
| 840 |
+
838 contradiction
|
| 841 |
+
839 contradiction
|
| 842 |
+
840 contradiction
|
| 843 |
+
841 contradiction
|
| 844 |
+
842 contradiction
|
| 845 |
+
843 contradiction
|
| 846 |
+
844 contradiction
|
| 847 |
+
845 contradiction
|
| 848 |
+
846 contradiction
|
| 849 |
+
847 contradiction
|
| 850 |
+
848 contradiction
|
| 851 |
+
849 contradiction
|
| 852 |
+
850 contradiction
|
| 853 |
+
851 contradiction
|
| 854 |
+
852 contradiction
|
| 855 |
+
853 contradiction
|
| 856 |
+
854 contradiction
|
| 857 |
+
855 contradiction
|
| 858 |
+
856 contradiction
|
| 859 |
+
857 contradiction
|
| 860 |
+
858 contradiction
|
| 861 |
+
859 contradiction
|
| 862 |
+
860 contradiction
|
| 863 |
+
861 contradiction
|
| 864 |
+
862 contradiction
|
| 865 |
+
863 contradiction
|
| 866 |
+
864 contradiction
|
| 867 |
+
865 contradiction
|
| 868 |
+
866 contradiction
|
| 869 |
+
867 contradiction
|
| 870 |
+
868 contradiction
|
| 871 |
+
869 contradiction
|
| 872 |
+
870 contradiction
|
| 873 |
+
871 contradiction
|
| 874 |
+
872 contradiction
|
| 875 |
+
873 contradiction
|
| 876 |
+
874 contradiction
|
| 877 |
+
875 contradiction
|
| 878 |
+
876 contradiction
|
| 879 |
+
877 contradiction
|
| 880 |
+
878 contradiction
|
| 881 |
+
879 contradiction
|
| 882 |
+
880 contradiction
|
| 883 |
+
881 contradiction
|
| 884 |
+
882 contradiction
|
| 885 |
+
883 contradiction
|
| 886 |
+
884 contradiction
|
| 887 |
+
885 contradiction
|
| 888 |
+
886 contradiction
|
| 889 |
+
887 contradiction
|
| 890 |
+
888 contradiction
|
| 891 |
+
889 contradiction
|
| 892 |
+
890 contradiction
|
| 893 |
+
891 contradiction
|
| 894 |
+
892 contradiction
|
| 895 |
+
893 contradiction
|
| 896 |
+
894 contradiction
|
| 897 |
+
895 contradiction
|
| 898 |
+
896 contradiction
|
| 899 |
+
897 contradiction
|
| 900 |
+
898 contradiction
|
| 901 |
+
899 contradiction
|
| 902 |
+
900 contradiction
|
| 903 |
+
901 contradiction
|
| 904 |
+
902 contradiction
|
| 905 |
+
903 contradiction
|
| 906 |
+
904 contradiction
|
| 907 |
+
905 contradiction
|
| 908 |
+
906 contradiction
|
| 909 |
+
907 contradiction
|
| 910 |
+
908 contradiction
|
| 911 |
+
909 contradiction
|
| 912 |
+
910 contradiction
|
| 913 |
+
911 contradiction
|
| 914 |
+
912 contradiction
|
| 915 |
+
913 contradiction
|
| 916 |
+
914 contradiction
|
| 917 |
+
915 contradiction
|
| 918 |
+
916 contradiction
|
| 919 |
+
917 contradiction
|
| 920 |
+
918 contradiction
|
| 921 |
+
919 contradiction
|
| 922 |
+
920 contradiction
|
| 923 |
+
921 contradiction
|
| 924 |
+
922 contradiction
|
| 925 |
+
923 contradiction
|
| 926 |
+
924 contradiction
|
| 927 |
+
925 contradiction
|
| 928 |
+
926 contradiction
|
| 929 |
+
927 contradiction
|
| 930 |
+
928 contradiction
|
| 931 |
+
929 contradiction
|
| 932 |
+
930 contradiction
|
| 933 |
+
931 contradiction
|
| 934 |
+
932 contradiction
|
| 935 |
+
933 contradiction
|
| 936 |
+
934 contradiction
|
| 937 |
+
935 contradiction
|
| 938 |
+
936 contradiction
|
| 939 |
+
937 contradiction
|
| 940 |
+
938 contradiction
|
| 941 |
+
939 contradiction
|
| 942 |
+
940 contradiction
|
| 943 |
+
941 contradiction
|
| 944 |
+
942 contradiction
|
| 945 |
+
943 entailment
|
| 946 |
+
944 contradiction
|
| 947 |
+
945 contradiction
|
| 948 |
+
946 entailment
|
| 949 |
+
947 contradiction
|
| 950 |
+
948 entailment
|
| 951 |
+
949 entailment
|
| 952 |
+
950 contradiction
|
| 953 |
+
951 contradiction
|
| 954 |
+
952 contradiction
|
| 955 |
+
953 contradiction
|
| 956 |
+
954 contradiction
|
| 957 |
+
955 contradiction
|
| 958 |
+
956 contradiction
|
| 959 |
+
957 contradiction
|
| 960 |
+
958 contradiction
|
| 961 |
+
959 contradiction
|
| 962 |
+
960 contradiction
|
| 963 |
+
961 contradiction
|
| 964 |
+
962 contradiction
|
| 965 |
+
963 contradiction
|
| 966 |
+
964 contradiction
|
| 967 |
+
965 contradiction
|
| 968 |
+
966 contradiction
|
| 969 |
+
967 contradiction
|
| 970 |
+
968 contradiction
|
| 971 |
+
969 contradiction
|
| 972 |
+
970 contradiction
|
| 973 |
+
971 contradiction
|
| 974 |
+
972 contradiction
|
| 975 |
+
973 contradiction
|
| 976 |
+
974 contradiction
|
| 977 |
+
975 contradiction
|
| 978 |
+
976 contradiction
|
| 979 |
+
977 contradiction
|
| 980 |
+
978 entailment
|
| 981 |
+
979 contradiction
|
| 982 |
+
980 contradiction
|
| 983 |
+
981 contradiction
|
| 984 |
+
982 contradiction
|
| 985 |
+
983 contradiction
|
| 986 |
+
984 contradiction
|
| 987 |
+
985 contradiction
|
| 988 |
+
986 contradiction
|
| 989 |
+
987 contradiction
|
| 990 |
+
988 contradiction
|
| 991 |
+
989 contradiction
|
| 992 |
+
990 contradiction
|
| 993 |
+
991 contradiction
|
| 994 |
+
992 contradiction
|
| 995 |
+
993 contradiction
|
| 996 |
+
994 contradiction
|
| 997 |
+
995 contradiction
|
| 998 |
+
996 contradiction
|
| 999 |
+
997 contradiction
|
| 1000 |
+
998 contradiction
|
| 1001 |
+
999 contradiction
|
| 1002 |
+
1000 contradiction
|
| 1003 |
+
1001 contradiction
|
| 1004 |
+
1002 contradiction
|
| 1005 |
+
1003 contradiction
|
| 1006 |
+
1004 contradiction
|
| 1007 |
+
1005 contradiction
|
| 1008 |
+
1006 contradiction
|
| 1009 |
+
1007 contradiction
|
| 1010 |
+
1008 contradiction
|
| 1011 |
+
1009 contradiction
|
| 1012 |
+
1010 contradiction
|
| 1013 |
+
1011 contradiction
|
| 1014 |
+
1012 contradiction
|
| 1015 |
+
1013 contradiction
|
| 1016 |
+
1014 contradiction
|
| 1017 |
+
1015 contradiction
|
| 1018 |
+
1016 contradiction
|
| 1019 |
+
1017 contradiction
|
| 1020 |
+
1018 contradiction
|
| 1021 |
+
1019 contradiction
|
| 1022 |
+
1020 entailment
|
| 1023 |
+
1021 contradiction
|
| 1024 |
+
1022 contradiction
|
| 1025 |
+
1023 contradiction
|
| 1026 |
+
1024 contradiction
|
| 1027 |
+
1025 contradiction
|
| 1028 |
+
1026 contradiction
|
| 1029 |
+
1027 contradiction
|
| 1030 |
+
1028 contradiction
|
| 1031 |
+
1029 contradiction
|
| 1032 |
+
1030 contradiction
|
| 1033 |
+
1031 entailment
|
| 1034 |
+
1032 contradiction
|
| 1035 |
+
1033 contradiction
|
| 1036 |
+
1034 contradiction
|
| 1037 |
+
1035 contradiction
|
| 1038 |
+
1036 contradiction
|
| 1039 |
+
1037 contradiction
|
| 1040 |
+
1038 contradiction
|
| 1041 |
+
1039 contradiction
|
| 1042 |
+
1040 contradiction
|
| 1043 |
+
1041 contradiction
|
| 1044 |
+
1042 contradiction
|
| 1045 |
+
1043 contradiction
|
| 1046 |
+
1044 contradiction
|
| 1047 |
+
1045 contradiction
|
| 1048 |
+
1046 contradiction
|
| 1049 |
+
1047 contradiction
|
| 1050 |
+
1048 contradiction
|
| 1051 |
+
1049 contradiction
|
| 1052 |
+
1050 contradiction
|
| 1053 |
+
1051 contradiction
|
| 1054 |
+
1052 contradiction
|
| 1055 |
+
1053 contradiction
|
| 1056 |
+
1054 contradiction
|
| 1057 |
+
1055 contradiction
|
| 1058 |
+
1056 contradiction
|
| 1059 |
+
1057 contradiction
|
| 1060 |
+
1058 contradiction
|
| 1061 |
+
1059 contradiction
|
| 1062 |
+
1060 contradiction
|
| 1063 |
+
1061 contradiction
|
| 1064 |
+
1062 contradiction
|
| 1065 |
+
1063 contradiction
|
| 1066 |
+
1064 contradiction
|
| 1067 |
+
1065 contradiction
|
| 1068 |
+
1066 contradiction
|
| 1069 |
+
1067 contradiction
|
| 1070 |
+
1068 contradiction
|
| 1071 |
+
1069 contradiction
|
| 1072 |
+
1070 contradiction
|
| 1073 |
+
1071 contradiction
|
| 1074 |
+
1072 contradiction
|
| 1075 |
+
1073 contradiction
|
| 1076 |
+
1074 contradiction
|
| 1077 |
+
1075 contradiction
|
| 1078 |
+
1076 contradiction
|
| 1079 |
+
1077 contradiction
|
| 1080 |
+
1078 contradiction
|
| 1081 |
+
1079 contradiction
|
| 1082 |
+
1080 contradiction
|
| 1083 |
+
1081 contradiction
|
| 1084 |
+
1082 contradiction
|
| 1085 |
+
1083 contradiction
|
| 1086 |
+
1084 contradiction
|
| 1087 |
+
1085 contradiction
|
| 1088 |
+
1086 contradiction
|
| 1089 |
+
1087 contradiction
|
| 1090 |
+
1088 contradiction
|
| 1091 |
+
1089 contradiction
|
| 1092 |
+
1090 contradiction
|
| 1093 |
+
1091 contradiction
|
| 1094 |
+
1092 contradiction
|
| 1095 |
+
1093 contradiction
|
| 1096 |
+
1094 contradiction
|
| 1097 |
+
1095 contradiction
|
| 1098 |
+
1096 contradiction
|
| 1099 |
+
1097 contradiction
|
| 1100 |
+
1098 contradiction
|
| 1101 |
+
1099 contradiction
|
| 1102 |
+
1100 contradiction
|
| 1103 |
+
1101 contradiction
|
| 1104 |
+
1102 contradiction
|
| 1105 |
+
1103 contradiction
|
| 1106 |
+
1104 contradiction
|
| 1107 |
+
1105 contradiction
|
| 1108 |
+
1106 contradiction
|
| 1109 |
+
1107 contradiction
|
| 1110 |
+
1108 contradiction
|
| 1111 |
+
1109 contradiction
|
| 1112 |
+
1110 contradiction
|
| 1113 |
+
1111 contradiction
|
| 1114 |
+
1112 contradiction
|
| 1115 |
+
1113 contradiction
|
| 1116 |
+
1114 contradiction
|
| 1117 |
+
1115 contradiction
|
| 1118 |
+
1116 contradiction
|
| 1119 |
+
1117 contradiction
|
| 1120 |
+
1118 contradiction
|
| 1121 |
+
1119 contradiction
|
| 1122 |
+
1120 contradiction
|
| 1123 |
+
1121 contradiction
|
| 1124 |
+
1122 contradiction
|
| 1125 |
+
1123 contradiction
|
| 1126 |
+
1124 contradiction
|
| 1127 |
+
1125 contradiction
|
| 1128 |
+
1126 contradiction
|
| 1129 |
+
1127 contradiction
|
| 1130 |
+
1128 contradiction
|
| 1131 |
+
1129 contradiction
|
| 1132 |
+
1130 contradiction
|
| 1133 |
+
1131 contradiction
|
| 1134 |
+
1132 contradiction
|
| 1135 |
+
1133 contradiction
|
| 1136 |
+
1134 contradiction
|
| 1137 |
+
1135 contradiction
|
| 1138 |
+
1136 contradiction
|
| 1139 |
+
1137 contradiction
|
| 1140 |
+
1138 contradiction
|
| 1141 |
+
1139 contradiction
|
| 1142 |
+
1140 contradiction
|
| 1143 |
+
1141 contradiction
|
| 1144 |
+
1142 contradiction
|
| 1145 |
+
1143 contradiction
|
| 1146 |
+
1144 contradiction
|
| 1147 |
+
1145 contradiction
|
| 1148 |
+
1146 contradiction
|
| 1149 |
+
1147 contradiction
|
| 1150 |
+
1148 contradiction
|
| 1151 |
+
1149 contradiction
|
| 1152 |
+
1150 contradiction
|
| 1153 |
+
1151 contradiction
|
| 1154 |
+
1152 contradiction
|
| 1155 |
+
1153 contradiction
|
| 1156 |
+
1154 contradiction
|
| 1157 |
+
1155 contradiction
|
| 1158 |
+
1156 contradiction
|
| 1159 |
+
1157 contradiction
|
| 1160 |
+
1158 contradiction
|
| 1161 |
+
1159 contradiction
|
| 1162 |
+
1160 contradiction
|
| 1163 |
+
1161 contradiction
|
| 1164 |
+
1162 contradiction
|
| 1165 |
+
1163 contradiction
|
| 1166 |
+
1164 contradiction
|
| 1167 |
+
1165 contradiction
|
| 1168 |
+
1166 contradiction
|
| 1169 |
+
1167 contradiction
|
| 1170 |
+
1168 contradiction
|
| 1171 |
+
1169 contradiction
|
| 1172 |
+
1170 contradiction
|
| 1173 |
+
1171 contradiction
|
| 1174 |
+
1172 contradiction
|
| 1175 |
+
1173 contradiction
|
| 1176 |
+
1174 contradiction
|
| 1177 |
+
1175 contradiction
|
| 1178 |
+
1176 contradiction
|
| 1179 |
+
1177 contradiction
|
| 1180 |
+
1178 contradiction
|
| 1181 |
+
1179 contradiction
|
| 1182 |
+
1180 contradiction
|
| 1183 |
+
1181 contradiction
|
| 1184 |
+
1182 contradiction
|
| 1185 |
+
1183 contradiction
|
| 1186 |
+
1184 contradiction
|
| 1187 |
+
1185 contradiction
|
| 1188 |
+
1186 contradiction
|
| 1189 |
+
1187 contradiction
|
| 1190 |
+
1188 contradiction
|
| 1191 |
+
1189 contradiction
|
| 1192 |
+
1190 contradiction
|
| 1193 |
+
1191 contradiction
|
| 1194 |
+
1192 contradiction
|
| 1195 |
+
1193 contradiction
|
| 1196 |
+
1194 contradiction
|
| 1197 |
+
1195 contradiction
|
| 1198 |
+
1196 contradiction
|
| 1199 |
+
1197 contradiction
|
| 1200 |
+
1198 contradiction
|
| 1201 |
+
1199 contradiction
|
| 1202 |
+
1200 contradiction
|
| 1203 |
+
1201 contradiction
|
| 1204 |
+
1202 contradiction
|
| 1205 |
+
1203 contradiction
|
| 1206 |
+
1204 contradiction
|
| 1207 |
+
1205 contradiction
|
| 1208 |
+
1206 contradiction
|
| 1209 |
+
1207 contradiction
|
| 1210 |
+
1208 contradiction
|
| 1211 |
+
1209 contradiction
|
| 1212 |
+
1210 contradiction
|
| 1213 |
+
1211 contradiction
|
| 1214 |
+
1212 contradiction
|
| 1215 |
+
1213 contradiction
|
| 1216 |
+
1214 contradiction
|
| 1217 |
+
1215 contradiction
|
| 1218 |
+
1216 contradiction
|
| 1219 |
+
1217 contradiction
|
| 1220 |
+
1218 contradiction
|
| 1221 |
+
1219 contradiction
|
| 1222 |
+
1220 contradiction
|
| 1223 |
+
1221 contradiction
|
| 1224 |
+
1222 contradiction
|
| 1225 |
+
1223 contradiction
|
| 1226 |
+
1224 contradiction
|
| 1227 |
+
1225 contradiction
|
| 1228 |
+
1226 contradiction
|
| 1229 |
+
1227 contradiction
|
| 1230 |
+
1228 contradiction
|
| 1231 |
+
1229 contradiction
|
| 1232 |
+
1230 contradiction
|
| 1233 |
+
1231 contradiction
|
| 1234 |
+
1232 contradiction
|
| 1235 |
+
1233 contradiction
|
| 1236 |
+
1234 contradiction
|
| 1237 |
+
1235 entailment
|
| 1238 |
+
1236 contradiction
|
| 1239 |
+
1237 contradiction
|
| 1240 |
+
1238 contradiction
|
| 1241 |
+
1239 contradiction
|
| 1242 |
+
1240 contradiction
|
| 1243 |
+
1241 contradiction
|
| 1244 |
+
1242 contradiction
|
| 1245 |
+
1243 contradiction
|
| 1246 |
+
1244 contradiction
|
| 1247 |
+
1245 contradiction
|
| 1248 |
+
1246 contradiction
|
| 1249 |
+
1247 contradiction
|
| 1250 |
+
1248 contradiction
|
| 1251 |
+
1249 contradiction
|
| 1252 |
+
1250 contradiction
|
| 1253 |
+
1251 contradiction
|
| 1254 |
+
1252 contradiction
|
| 1255 |
+
1253 contradiction
|
| 1256 |
+
1254 contradiction
|
| 1257 |
+
1255 contradiction
|
| 1258 |
+
1256 contradiction
|
| 1259 |
+
1257 contradiction
|
| 1260 |
+
1258 contradiction
|
| 1261 |
+
1259 contradiction
|
| 1262 |
+
1260 contradiction
|
| 1263 |
+
1261 contradiction
|
| 1264 |
+
1262 contradiction
|
| 1265 |
+
1263 contradiction
|
| 1266 |
+
1264 contradiction
|
| 1267 |
+
1265 contradiction
|
| 1268 |
+
1266 contradiction
|
| 1269 |
+
1267 contradiction
|
| 1270 |
+
1268 contradiction
|
| 1271 |
+
1269 contradiction
|
| 1272 |
+
1270 contradiction
|
| 1273 |
+
1271 contradiction
|
| 1274 |
+
1272 contradiction
|
| 1275 |
+
1273 contradiction
|
| 1276 |
+
1274 contradiction
|
| 1277 |
+
1275 contradiction
|
| 1278 |
+
1276 contradiction
|
| 1279 |
+
1277 contradiction
|
| 1280 |
+
1278 contradiction
|
| 1281 |
+
1279 contradiction
|
| 1282 |
+
1280 contradiction
|
| 1283 |
+
1281 contradiction
|
| 1284 |
+
1282 contradiction
|
| 1285 |
+
1283 contradiction
|
| 1286 |
+
1284 contradiction
|
| 1287 |
+
1285 contradiction
|
| 1288 |
+
1286 contradiction
|
| 1289 |
+
1287 contradiction
|
| 1290 |
+
1288 contradiction
|
| 1291 |
+
1289 contradiction
|
| 1292 |
+
1290 contradiction
|
| 1293 |
+
1291 contradiction
|
| 1294 |
+
1292 contradiction
|
| 1295 |
+
1293 contradiction
|
| 1296 |
+
1294 contradiction
|
| 1297 |
+
1295 contradiction
|
| 1298 |
+
1296 contradiction
|
| 1299 |
+
1297 contradiction
|
| 1300 |
+
1298 contradiction
|
| 1301 |
+
1299 contradiction
|
| 1302 |
+
1300 contradiction
|
| 1303 |
+
1301 contradiction
|
| 1304 |
+
1302 contradiction
|
| 1305 |
+
1303 contradiction
|
| 1306 |
+
1304 contradiction
|
| 1307 |
+
1305 contradiction
|
| 1308 |
+
1306 contradiction
|
| 1309 |
+
1307 contradiction
|
| 1310 |
+
1308 contradiction
|
| 1311 |
+
1309 contradiction
|
| 1312 |
+
1310 contradiction
|
| 1313 |
+
1311 contradiction
|
| 1314 |
+
1312 contradiction
|
| 1315 |
+
1313 contradiction
|
| 1316 |
+
1314 contradiction
|
| 1317 |
+
1315 contradiction
|
| 1318 |
+
1316 contradiction
|
| 1319 |
+
1317 contradiction
|
| 1320 |
+
1318 contradiction
|
| 1321 |
+
1319 contradiction
|
| 1322 |
+
1320 contradiction
|
| 1323 |
+
1321 contradiction
|
| 1324 |
+
1322 contradiction
|
| 1325 |
+
1323 contradiction
|
| 1326 |
+
1324 contradiction
|
| 1327 |
+
1325 contradiction
|
| 1328 |
+
1326 contradiction
|
| 1329 |
+
1327 contradiction
|
| 1330 |
+
1328 contradiction
|
| 1331 |
+
1329 contradiction
|
| 1332 |
+
1330 contradiction
|
| 1333 |
+
1331 contradiction
|
| 1334 |
+
1332 contradiction
|
| 1335 |
+
1333 contradiction
|
| 1336 |
+
1334 contradiction
|
| 1337 |
+
1335 contradiction
|
| 1338 |
+
1336 contradiction
|
| 1339 |
+
1337 contradiction
|
| 1340 |
+
1338 contradiction
|
| 1341 |
+
1339 contradiction
|
| 1342 |
+
1340 contradiction
|
| 1343 |
+
1341 entailment
|
| 1344 |
+
1342 entailment
|
| 1345 |
+
1343 entailment
|
| 1346 |
+
1344 entailment
|
| 1347 |
+
1345 entailment
|
| 1348 |
+
1346 entailment
|
| 1349 |
+
1347 entailment
|
| 1350 |
+
1348 contradiction
|
| 1351 |
+
1349 contradiction
|
| 1352 |
+
1350 contradiction
|
| 1353 |
+
1351 contradiction
|
| 1354 |
+
1352 contradiction
|
| 1355 |
+
1353 contradiction
|
| 1356 |
+
1354 contradiction
|
| 1357 |
+
1355 contradiction
|
| 1358 |
+
1356 contradiction
|
| 1359 |
+
1357 contradiction
|
| 1360 |
+
1358 contradiction
|
| 1361 |
+
1359 contradiction
|
| 1362 |
+
1360 contradiction
|
| 1363 |
+
1361 contradiction
|
| 1364 |
+
1362 contradiction
|
| 1365 |
+
1363 contradiction
|
| 1366 |
+
1364 contradiction
|
| 1367 |
+
1365 contradiction
|
| 1368 |
+
1366 contradiction
|
| 1369 |
+
1367 contradiction
|
| 1370 |
+
1368 contradiction
|
| 1371 |
+
1369 contradiction
|
| 1372 |
+
1370 contradiction
|
| 1373 |
+
1371 contradiction
|
| 1374 |
+
1372 contradiction
|
| 1375 |
+
1373 contradiction
|
| 1376 |
+
1374 contradiction
|
| 1377 |
+
1375 contradiction
|
| 1378 |
+
1376 contradiction
|
| 1379 |
+
1377 contradiction
|
| 1380 |
+
1378 contradiction
|
| 1381 |
+
1379 contradiction
|
| 1382 |
+
1380 contradiction
|
| 1383 |
+
1381 contradiction
|
| 1384 |
+
1382 contradiction
|
| 1385 |
+
1383 contradiction
|
| 1386 |
+
1384 contradiction
|
| 1387 |
+
1385 contradiction
|
| 1388 |
+
1386 contradiction
|
| 1389 |
+
1387 contradiction
|
| 1390 |
+
1388 contradiction
|
| 1391 |
+
1389 contradiction
|
| 1392 |
+
1390 contradiction
|
| 1393 |
+
1391 contradiction
|
| 1394 |
+
1392 contradiction
|
| 1395 |
+
1393 contradiction
|
| 1396 |
+
1394 contradiction
|
| 1397 |
+
1395 contradiction
|
| 1398 |
+
1396 contradiction
|
| 1399 |
+
1397 contradiction
|
| 1400 |
+
1398 contradiction
|
| 1401 |
+
1399 contradiction
|
| 1402 |
+
1400 contradiction
|
| 1403 |
+
1401 contradiction
|
| 1404 |
+
1402 contradiction
|
| 1405 |
+
1403 contradiction
|
| 1406 |
+
1404 contradiction
|
| 1407 |
+
1405 contradiction
|
| 1408 |
+
1406 contradiction
|
| 1409 |
+
1407 contradiction
|
| 1410 |
+
1408 contradiction
|
| 1411 |
+
1409 contradiction
|
| 1412 |
+
1410 contradiction
|
| 1413 |
+
1411 contradiction
|
| 1414 |
+
1412 contradiction
|
| 1415 |
+
1413 contradiction
|
| 1416 |
+
1414 contradiction
|
| 1417 |
+
1415 contradiction
|
| 1418 |
+
1416 contradiction
|
| 1419 |
+
1417 contradiction
|
| 1420 |
+
1418 contradiction
|
| 1421 |
+
1419 contradiction
|
| 1422 |
+
1420 contradiction
|
| 1423 |
+
1421 contradiction
|
| 1424 |
+
1422 contradiction
|
| 1425 |
+
1423 contradiction
|
| 1426 |
+
1424 contradiction
|
| 1427 |
+
1425 contradiction
|
| 1428 |
+
1426 contradiction
|
| 1429 |
+
1427 contradiction
|
| 1430 |
+
1428 contradiction
|
| 1431 |
+
1429 contradiction
|
| 1432 |
+
1430 contradiction
|
| 1433 |
+
1431 contradiction
|
| 1434 |
+
1432 contradiction
|
| 1435 |
+
1433 contradiction
|
| 1436 |
+
1434 contradiction
|
| 1437 |
+
1435 contradiction
|
| 1438 |
+
1436 contradiction
|
| 1439 |
+
1437 contradiction
|
| 1440 |
+
1438 contradiction
|
| 1441 |
+
1439 contradiction
|
| 1442 |
+
1440 contradiction
|
| 1443 |
+
1441 contradiction
|
| 1444 |
+
1442 contradiction
|
| 1445 |
+
1443 contradiction
|
| 1446 |
+
1444 contradiction
|
| 1447 |
+
1445 contradiction
|
| 1448 |
+
1446 contradiction
|
| 1449 |
+
1447 contradiction
|
| 1450 |
+
1448 contradiction
|
| 1451 |
+
1449 contradiction
|
| 1452 |
+
1450 contradiction
|
| 1453 |
+
1451 contradiction
|
| 1454 |
+
1452 contradiction
|
| 1455 |
+
1453 contradiction
|
| 1456 |
+
1454 contradiction
|
| 1457 |
+
1455 contradiction
|
| 1458 |
+
1456 contradiction
|
| 1459 |
+
1457 contradiction
|
| 1460 |
+
1458 contradiction
|
| 1461 |
+
1459 contradiction
|
| 1462 |
+
1460 contradiction
|
| 1463 |
+
1461 contradiction
|
| 1464 |
+
1462 contradiction
|
| 1465 |
+
1463 contradiction
|
| 1466 |
+
1464 contradiction
|
| 1467 |
+
1465 contradiction
|
| 1468 |
+
1466 contradiction
|
| 1469 |
+
1467 contradiction
|
| 1470 |
+
1468 contradiction
|
| 1471 |
+
1469 contradiction
|
| 1472 |
+
1470 contradiction
|
| 1473 |
+
1471 contradiction
|
| 1474 |
+
1472 contradiction
|
| 1475 |
+
1473 contradiction
|
| 1476 |
+
1474 contradiction
|
| 1477 |
+
1475 contradiction
|
| 1478 |
+
1476 contradiction
|
| 1479 |
+
1477 contradiction
|
| 1480 |
+
1478 contradiction
|
| 1481 |
+
1479 contradiction
|
| 1482 |
+
1480 contradiction
|
| 1483 |
+
1481 contradiction
|
| 1484 |
+
1482 contradiction
|
| 1485 |
+
1483 contradiction
|
| 1486 |
+
1484 contradiction
|
| 1487 |
+
1485 contradiction
|
| 1488 |
+
1486 contradiction
|
| 1489 |
+
1487 entailment
|
| 1490 |
+
1488 contradiction
|
| 1491 |
+
1489 contradiction
|
| 1492 |
+
1490 entailment
|
| 1493 |
+
1491 contradiction
|
| 1494 |
+
1492 contradiction
|
| 1495 |
+
1493 contradiction
|
| 1496 |
+
1494 contradiction
|
| 1497 |
+
1495 contradiction
|
| 1498 |
+
1496 contradiction
|
| 1499 |
+
1497 contradiction
|
| 1500 |
+
1498 contradiction
|
| 1501 |
+
1499 contradiction
|
| 1502 |
+
1500 contradiction
|
| 1503 |
+
1501 contradiction
|
| 1504 |
+
1502 contradiction
|
| 1505 |
+
1503 contradiction
|
| 1506 |
+
1504 contradiction
|
| 1507 |
+
1505 contradiction
|
| 1508 |
+
1506 contradiction
|
| 1509 |
+
1507 contradiction
|
| 1510 |
+
1508 contradiction
|
| 1511 |
+
1509 contradiction
|
| 1512 |
+
1510 contradiction
|
| 1513 |
+
1511 contradiction
|
| 1514 |
+
1512 contradiction
|
| 1515 |
+
1513 contradiction
|
| 1516 |
+
1514 contradiction
|
| 1517 |
+
1515 contradiction
|
| 1518 |
+
1516 contradiction
|
| 1519 |
+
1517 contradiction
|
| 1520 |
+
1518 contradiction
|
| 1521 |
+
1519 contradiction
|
| 1522 |
+
1520 contradiction
|
| 1523 |
+
1521 contradiction
|
| 1524 |
+
1522 contradiction
|
| 1525 |
+
1523 contradiction
|
| 1526 |
+
1524 contradiction
|
| 1527 |
+
1525 contradiction
|
| 1528 |
+
1526 contradiction
|
| 1529 |
+
1527 contradiction
|
| 1530 |
+
1528 contradiction
|
| 1531 |
+
1529 contradiction
|
| 1532 |
+
1530 contradiction
|
| 1533 |
+
1531 contradiction
|
| 1534 |
+
1532 contradiction
|
| 1535 |
+
1533 contradiction
|
| 1536 |
+
1534 contradiction
|
| 1537 |
+
1535 contradiction
|
| 1538 |
+
1536 contradiction
|
| 1539 |
+
1537 contradiction
|
| 1540 |
+
1538 contradiction
|
| 1541 |
+
1539 contradiction
|
| 1542 |
+
1540 contradiction
|
| 1543 |
+
1541 contradiction
|
| 1544 |
+
1542 entailment
|
| 1545 |
+
1543 contradiction
|
| 1546 |
+
1544 entailment
|
| 1547 |
+
1545 entailment
|
| 1548 |
+
1546 contradiction
|
| 1549 |
+
1547 contradiction
|
| 1550 |
+
1548 contradiction
|
| 1551 |
+
1549 contradiction
|
| 1552 |
+
1550 contradiction
|
| 1553 |
+
1551 contradiction
|
| 1554 |
+
1552 contradiction
|
| 1555 |
+
1553 contradiction
|
| 1556 |
+
1554 contradiction
|
| 1557 |
+
1555 contradiction
|
| 1558 |
+
1556 contradiction
|
| 1559 |
+
1557 contradiction
|
| 1560 |
+
1558 contradiction
|
| 1561 |
+
1559 contradiction
|
| 1562 |
+
1560 contradiction
|
| 1563 |
+
1561 contradiction
|
| 1564 |
+
1562 contradiction
|
| 1565 |
+
1563 contradiction
|
| 1566 |
+
1564 contradiction
|
| 1567 |
+
1565 contradiction
|
| 1568 |
+
1566 contradiction
|
| 1569 |
+
1567 contradiction
|
| 1570 |
+
1568 contradiction
|
| 1571 |
+
1569 entailment
|
| 1572 |
+
1570 contradiction
|
| 1573 |
+
1571 contradiction
|
| 1574 |
+
1572 entailment
|
| 1575 |
+
1573 contradiction
|
| 1576 |
+
1574 entailment
|
| 1577 |
+
1575 entailment
|
| 1578 |
+
1576 contradiction
|
| 1579 |
+
1577 contradiction
|
| 1580 |
+
1578 contradiction
|
| 1581 |
+
1579 contradiction
|
| 1582 |
+
1580 contradiction
|
| 1583 |
+
1581 contradiction
|
| 1584 |
+
1582 contradiction
|
| 1585 |
+
1583 contradiction
|
| 1586 |
+
1584 contradiction
|
| 1587 |
+
1585 contradiction
|
| 1588 |
+
1586 contradiction
|
| 1589 |
+
1587 contradiction
|
| 1590 |
+
1588 contradiction
|
| 1591 |
+
1589 contradiction
|
| 1592 |
+
1590 contradiction
|
| 1593 |
+
1591 contradiction
|
| 1594 |
+
1592 contradiction
|
| 1595 |
+
1593 contradiction
|
| 1596 |
+
1594 contradiction
|
| 1597 |
+
1595 contradiction
|
| 1598 |
+
1596 contradiction
|
| 1599 |
+
1597 contradiction
|
| 1600 |
+
1598 contradiction
|
| 1601 |
+
1599 contradiction
|
| 1602 |
+
1600 contradiction
|
| 1603 |
+
1601 contradiction
|
| 1604 |
+
1602 contradiction
|
| 1605 |
+
1603 contradiction
|
| 1606 |
+
1604 contradiction
|
| 1607 |
+
1605 contradiction
|
| 1608 |
+
1606 contradiction
|
| 1609 |
+
1607 contradiction
|
| 1610 |
+
1608 contradiction
|
| 1611 |
+
1609 contradiction
|
| 1612 |
+
1610 contradiction
|
| 1613 |
+
1611 contradiction
|
| 1614 |
+
1612 contradiction
|
| 1615 |
+
1613 contradiction
|
| 1616 |
+
1614 contradiction
|
| 1617 |
+
1615 contradiction
|
| 1618 |
+
1616 contradiction
|
| 1619 |
+
1617 contradiction
|
| 1620 |
+
1618 contradiction
|
| 1621 |
+
1619 contradiction
|
| 1622 |
+
1620 contradiction
|
| 1623 |
+
1621 contradiction
|
| 1624 |
+
1622 contradiction
|
| 1625 |
+
1623 contradiction
|
| 1626 |
+
1624 contradiction
|
| 1627 |
+
1625 contradiction
|
| 1628 |
+
1626 contradiction
|
| 1629 |
+
1627 contradiction
|
| 1630 |
+
1628 contradiction
|
| 1631 |
+
1629 contradiction
|
| 1632 |
+
1630 contradiction
|
| 1633 |
+
1631 contradiction
|
| 1634 |
+
1632 contradiction
|
| 1635 |
+
1633 contradiction
|
| 1636 |
+
1634 contradiction
|
| 1637 |
+
1635 contradiction
|
| 1638 |
+
1636 contradiction
|
| 1639 |
+
1637 contradiction
|
| 1640 |
+
1638 contradiction
|
| 1641 |
+
1639 contradiction
|
| 1642 |
+
1640 contradiction
|
| 1643 |
+
1641 contradiction
|
| 1644 |
+
1642 contradiction
|
| 1645 |
+
1643 contradiction
|
| 1646 |
+
1644 contradiction
|
| 1647 |
+
1645 contradiction
|
| 1648 |
+
1646 contradiction
|
| 1649 |
+
1647 contradiction
|
| 1650 |
+
1648 contradiction
|
| 1651 |
+
1649 contradiction
|
| 1652 |
+
1650 contradiction
|
| 1653 |
+
1651 contradiction
|
| 1654 |
+
1652 contradiction
|
| 1655 |
+
1653 contradiction
|
| 1656 |
+
1654 contradiction
|
| 1657 |
+
1655 contradiction
|
| 1658 |
+
1656 contradiction
|
| 1659 |
+
1657 contradiction
|
| 1660 |
+
1658 contradiction
|
| 1661 |
+
1659 contradiction
|
| 1662 |
+
1660 contradiction
|
| 1663 |
+
1661 contradiction
|
| 1664 |
+
1662 contradiction
|
| 1665 |
+
1663 contradiction
|
| 1666 |
+
1664 contradiction
|
| 1667 |
+
1665 contradiction
|
| 1668 |
+
1666 contradiction
|
| 1669 |
+
1667 contradiction
|
| 1670 |
+
1668 contradiction
|
| 1671 |
+
1669 contradiction
|
| 1672 |
+
1670 contradiction
|
| 1673 |
+
1671 contradiction
|
| 1674 |
+
1672 contradiction
|
| 1675 |
+
1673 contradiction
|
| 1676 |
+
1674 contradiction
|
| 1677 |
+
1675 contradiction
|
| 1678 |
+
1676 contradiction
|
| 1679 |
+
1677 contradiction
|
| 1680 |
+
1678 contradiction
|
| 1681 |
+
1679 contradiction
|
| 1682 |
+
1680 contradiction
|
| 1683 |
+
1681 contradiction
|
| 1684 |
+
1682 contradiction
|
| 1685 |
+
1683 contradiction
|
| 1686 |
+
1684 contradiction
|
| 1687 |
+
1685 contradiction
|
| 1688 |
+
1686 contradiction
|
| 1689 |
+
1687 contradiction
|
| 1690 |
+
1688 contradiction
|
| 1691 |
+
1689 contradiction
|
| 1692 |
+
1690 contradiction
|
| 1693 |
+
1691 contradiction
|
| 1694 |
+
1692 contradiction
|
| 1695 |
+
1693 contradiction
|
| 1696 |
+
1694 contradiction
|
| 1697 |
+
1695 contradiction
|
| 1698 |
+
1696 contradiction
|
| 1699 |
+
1697 contradiction
|
| 1700 |
+
1698 contradiction
|
| 1701 |
+
1699 contradiction
|
| 1702 |
+
1700 contradiction
|
| 1703 |
+
1701 contradiction
|
| 1704 |
+
1702 contradiction
|
| 1705 |
+
1703 contradiction
|
| 1706 |
+
1704 contradiction
|
| 1707 |
+
1705 contradiction
|
| 1708 |
+
1706 contradiction
|
| 1709 |
+
1707 contradiction
|
| 1710 |
+
1708 contradiction
|
| 1711 |
+
1709 contradiction
|
| 1712 |
+
1710 contradiction
|
| 1713 |
+
1711 contradiction
|
| 1714 |
+
1712 contradiction
|
| 1715 |
+
1713 contradiction
|
| 1716 |
+
1714 contradiction
|
| 1717 |
+
1715 contradiction
|
| 1718 |
+
1716 contradiction
|
| 1719 |
+
1717 contradiction
|
| 1720 |
+
1718 contradiction
|
| 1721 |
+
1719 contradiction
|
| 1722 |
+
1720 contradiction
|
| 1723 |
+
1721 contradiction
|
| 1724 |
+
1722 contradiction
|
| 1725 |
+
1723 contradiction
|
| 1726 |
+
1724 contradiction
|
| 1727 |
+
1725 contradiction
|
| 1728 |
+
1726 contradiction
|
| 1729 |
+
1727 contradiction
|
| 1730 |
+
1728 contradiction
|
| 1731 |
+
1729 contradiction
|
| 1732 |
+
1730 contradiction
|
| 1733 |
+
1731 contradiction
|
| 1734 |
+
1732 contradiction
|
| 1735 |
+
1733 contradiction
|
| 1736 |
+
1734 contradiction
|
| 1737 |
+
1735 contradiction
|
| 1738 |
+
1736 contradiction
|
| 1739 |
+
1737 contradiction
|
| 1740 |
+
1738 contradiction
|
| 1741 |
+
1739 contradiction
|
| 1742 |
+
1740 contradiction
|
| 1743 |
+
1741 contradiction
|
| 1744 |
+
1742 contradiction
|
| 1745 |
+
1743 contradiction
|
| 1746 |
+
1744 contradiction
|
| 1747 |
+
1745 contradiction
|
| 1748 |
+
1746 contradiction
|
| 1749 |
+
1747 contradiction
|
| 1750 |
+
1748 contradiction
|
| 1751 |
+
1749 contradiction
|
| 1752 |
+
1750 contradiction
|
| 1753 |
+
1751 contradiction
|
| 1754 |
+
1752 contradiction
|
| 1755 |
+
1753 contradiction
|
| 1756 |
+
1754 contradiction
|
| 1757 |
+
1755 contradiction
|
| 1758 |
+
1756 contradiction
|
| 1759 |
+
1757 contradiction
|
| 1760 |
+
1758 contradiction
|
| 1761 |
+
1759 contradiction
|
| 1762 |
+
1760 contradiction
|
| 1763 |
+
1761 contradiction
|
| 1764 |
+
1762 contradiction
|
| 1765 |
+
1763 contradiction
|
| 1766 |
+
1764 contradiction
|
| 1767 |
+
1765 contradiction
|
| 1768 |
+
1766 entailment
|
| 1769 |
+
1767 contradiction
|
| 1770 |
+
1768 entailment
|
| 1771 |
+
1769 entailment
|
| 1772 |
+
1770 entailment
|
| 1773 |
+
1771 entailment
|
| 1774 |
+
1772 entailment
|
| 1775 |
+
1773 entailment
|
| 1776 |
+
1774 entailment
|
| 1777 |
+
1775 entailment
|
| 1778 |
+
1776 entailment
|
| 1779 |
+
1777 entailment
|
| 1780 |
+
1778 entailment
|
| 1781 |
+
1779 entailment
|
| 1782 |
+
1780 entailment
|
| 1783 |
+
1781 entailment
|
| 1784 |
+
1782 entailment
|
| 1785 |
+
1783 entailment
|
| 1786 |
+
1784 entailment
|
| 1787 |
+
1785 entailment
|
| 1788 |
+
1786 entailment
|
| 1789 |
+
1787 entailment
|
| 1790 |
+
1788 entailment
|
| 1791 |
+
1789 entailment
|
| 1792 |
+
1790 entailment
|
| 1793 |
+
1791 entailment
|
| 1794 |
+
1792 entailment
|
| 1795 |
+
1793 contradiction
|
| 1796 |
+
1794 entailment
|
| 1797 |
+
1795 entailment
|
| 1798 |
+
1796 entailment
|
| 1799 |
+
1797 entailment
|
| 1800 |
+
1798 entailment
|
| 1801 |
+
1799 entailment
|
| 1802 |
+
1800 entailment
|
| 1803 |
+
1801 entailment
|
| 1804 |
+
1802 entailment
|
| 1805 |
+
1803 entailment
|
| 1806 |
+
1804 entailment
|
| 1807 |
+
1805 entailment
|
| 1808 |
+
1806 entailment
|
| 1809 |
+
1807 entailment
|
| 1810 |
+
1808 entailment
|
| 1811 |
+
1809 entailment
|
| 1812 |
+
1810 entailment
|
| 1813 |
+
1811 entailment
|
| 1814 |
+
1812 entailment
|
| 1815 |
+
1813 entailment
|
| 1816 |
+
1814 entailment
|
| 1817 |
+
1815 contradiction
|
| 1818 |
+
1816 entailment
|
| 1819 |
+
1817 entailment
|
| 1820 |
+
1818 entailment
|
| 1821 |
+
1819 entailment
|
| 1822 |
+
1820 entailment
|
| 1823 |
+
1821 entailment
|
| 1824 |
+
1822 entailment
|
| 1825 |
+
1823 entailment
|
| 1826 |
+
1824 entailment
|
| 1827 |
+
1825 entailment
|
| 1828 |
+
1826 entailment
|
| 1829 |
+
1827 entailment
|
| 1830 |
+
1828 entailment
|
| 1831 |
+
1829 contradiction
|
| 1832 |
+
1830 entailment
|
| 1833 |
+
1831 entailment
|
| 1834 |
+
1832 contradiction
|
| 1835 |
+
1833 entailment
|
| 1836 |
+
1834 entailment
|
| 1837 |
+
1835 entailment
|
| 1838 |
+
1836 entailment
|
| 1839 |
+
1837 entailment
|
| 1840 |
+
1838 entailment
|
| 1841 |
+
1839 entailment
|
| 1842 |
+
1840 contradiction
|
| 1843 |
+
1841 entailment
|
| 1844 |
+
1842 entailment
|
| 1845 |
+
1843 entailment
|
| 1846 |
+
1844 entailment
|
| 1847 |
+
1845 entailment
|
| 1848 |
+
1846 entailment
|
| 1849 |
+
1847 entailment
|
| 1850 |
+
1848 entailment
|
| 1851 |
+
1849 entailment
|
| 1852 |
+
1850 entailment
|
| 1853 |
+
1851 entailment
|
| 1854 |
+
1852 entailment
|
| 1855 |
+
1853 entailment
|
| 1856 |
+
1854 entailment
|
| 1857 |
+
1855 entailment
|
| 1858 |
+
1856 entailment
|
| 1859 |
+
1857 entailment
|
| 1860 |
+
1858 entailment
|
| 1861 |
+
1859 entailment
|
| 1862 |
+
1860 entailment
|
| 1863 |
+
1861 entailment
|
| 1864 |
+
1862 entailment
|
| 1865 |
+
1863 entailment
|
| 1866 |
+
1864 entailment
|
| 1867 |
+
1865 entailment
|
| 1868 |
+
1866 entailment
|
| 1869 |
+
1867 entailment
|
| 1870 |
+
1868 contradiction
|
| 1871 |
+
1869 entailment
|
| 1872 |
+
1870 entailment
|
| 1873 |
+
1871 entailment
|
| 1874 |
+
1872 entailment
|
| 1875 |
+
1873 entailment
|
| 1876 |
+
1874 entailment
|
| 1877 |
+
1875 entailment
|
| 1878 |
+
1876 entailment
|
| 1879 |
+
1877 entailment
|
| 1880 |
+
1878 entailment
|
| 1881 |
+
1879 entailment
|
| 1882 |
+
1880 entailment
|
| 1883 |
+
1881 entailment
|
| 1884 |
+
1882 entailment
|
| 1885 |
+
1883 entailment
|
| 1886 |
+
1884 entailment
|
| 1887 |
+
1885 entailment
|
| 1888 |
+
1886 entailment
|
| 1889 |
+
1887 entailment
|
| 1890 |
+
1888 entailment
|
| 1891 |
+
1889 entailment
|
| 1892 |
+
1890 entailment
|
| 1893 |
+
1891 entailment
|
| 1894 |
+
1892 contradiction
|
| 1895 |
+
1893 entailment
|
| 1896 |
+
1894 entailment
|
| 1897 |
+
1895 entailment
|
| 1898 |
+
1896 entailment
|
| 1899 |
+
1897 entailment
|
| 1900 |
+
1898 entailment
|
| 1901 |
+
1899 contradiction
|
| 1902 |
+
1900 entailment
|
| 1903 |
+
1901 entailment
|
| 1904 |
+
1902 entailment
|
| 1905 |
+
1903 entailment
|
| 1906 |
+
1904 entailment
|
| 1907 |
+
1905 entailment
|
| 1908 |
+
1906 entailment
|
| 1909 |
+
1907 entailment
|
| 1910 |
+
1908 entailment
|
| 1911 |
+
1909 entailment
|
| 1912 |
+
1910 entailment
|
| 1913 |
+
1911 entailment
|
| 1914 |
+
1912 entailment
|
| 1915 |
+
1913 entailment
|
| 1916 |
+
1914 entailment
|
| 1917 |
+
1915 entailment
|
| 1918 |
+
1916 contradiction
|
| 1919 |
+
1917 entailment
|
| 1920 |
+
1918 entailment
|
| 1921 |
+
1919 entailment
|
| 1922 |
+
1920 entailment
|
| 1923 |
+
1921 entailment
|
| 1924 |
+
1922 entailment
|
| 1925 |
+
1923 entailment
|
| 1926 |
+
1924 entailment
|
| 1927 |
+
1925 entailment
|
| 1928 |
+
1926 entailment
|
| 1929 |
+
1927 entailment
|
| 1930 |
+
1928 entailment
|
| 1931 |
+
1929 entailment
|
| 1932 |
+
1930 entailment
|
| 1933 |
+
1931 contradiction
|
| 1934 |
+
1932 entailment
|
| 1935 |
+
1933 entailment
|
| 1936 |
+
1934 entailment
|
| 1937 |
+
1935 entailment
|
| 1938 |
+
1936 entailment
|
| 1939 |
+
1937 entailment
|
| 1940 |
+
1938 contradiction
|
| 1941 |
+
1939 entailment
|
| 1942 |
+
1940 entailment
|
| 1943 |
+
1941 entailment
|
| 1944 |
+
1942 entailment
|
| 1945 |
+
1943 entailment
|
| 1946 |
+
1944 entailment
|
| 1947 |
+
1945 entailment
|
| 1948 |
+
1946 entailment
|
| 1949 |
+
1947 entailment
|
| 1950 |
+
1948 entailment
|
| 1951 |
+
1949 entailment
|
| 1952 |
+
1950 entailment
|
| 1953 |
+
1951 entailment
|
| 1954 |
+
1952 entailment
|
| 1955 |
+
1953 entailment
|
| 1956 |
+
1954 entailment
|
| 1957 |
+
1955 entailment
|
| 1958 |
+
1956 entailment
|
| 1959 |
+
1957 entailment
|
| 1960 |
+
1958 entailment
|
| 1961 |
+
1959 entailment
|
| 1962 |
+
1960 entailment
|
| 1963 |
+
1961 entailment
|
| 1964 |
+
1962 entailment
|
| 1965 |
+
1963 entailment
|
| 1966 |
+
1964 entailment
|
| 1967 |
+
1965 entailment
|
| 1968 |
+
1966 contradiction
|
| 1969 |
+
1967 entailment
|
| 1970 |
+
1968 entailment
|
| 1971 |
+
1969 entailment
|
| 1972 |
+
1970 entailment
|
| 1973 |
+
1971 entailment
|
| 1974 |
+
1972 entailment
|
| 1975 |
+
1973 entailment
|
| 1976 |
+
1974 entailment
|
| 1977 |
+
1975 entailment
|
| 1978 |
+
1976 entailment
|
| 1979 |
+
1977 entailment
|
| 1980 |
+
1978 entailment
|
| 1981 |
+
1979 entailment
|
| 1982 |
+
1980 entailment
|
| 1983 |
+
1981 entailment
|
| 1984 |
+
1982 entailment
|
| 1985 |
+
1983 entailment
|
| 1986 |
+
1984 entailment
|
| 1987 |
+
1985 contradiction
|
| 1988 |
+
1986 entailment
|
| 1989 |
+
1987 entailment
|
| 1990 |
+
1988 entailment
|
| 1991 |
+
1989 entailment
|
| 1992 |
+
1990 contradiction
|
| 1993 |
+
1991 entailment
|
| 1994 |
+
1992 entailment
|
| 1995 |
+
1993 entailment
|
| 1996 |
+
1994 entailment
|
| 1997 |
+
1995 entailment
|
| 1998 |
+
1996 entailment
|
| 1999 |
+
1997 entailment
|
| 2000 |
+
1998 entailment
|
| 2001 |
+
1999 entailment
|
| 2002 |
+
2000 entailment
|
| 2003 |
+
2001 contradiction
|
| 2004 |
+
2002 entailment
|
| 2005 |
+
2003 entailment
|
| 2006 |
+
2004 entailment
|
| 2007 |
+
2005 entailment
|
| 2008 |
+
2006 entailment
|
| 2009 |
+
2007 entailment
|
| 2010 |
+
2008 entailment
|
| 2011 |
+
2009 entailment
|
| 2012 |
+
2010 entailment
|
| 2013 |
+
2011 entailment
|
| 2014 |
+
2012 entailment
|
| 2015 |
+
2013 entailment
|
| 2016 |
+
2014 entailment
|
| 2017 |
+
2015 entailment
|
| 2018 |
+
2016 entailment
|
| 2019 |
+
2017 entailment
|
| 2020 |
+
2018 entailment
|
| 2021 |
+
2019 entailment
|
| 2022 |
+
2020 entailment
|
| 2023 |
+
2021 entailment
|
| 2024 |
+
2022 entailment
|
| 2025 |
+
2023 entailment
|
| 2026 |
+
2024 entailment
|
| 2027 |
+
2025 entailment
|
| 2028 |
+
2026 entailment
|
| 2029 |
+
2027 entailment
|
| 2030 |
+
2028 entailment
|
| 2031 |
+
2029 entailment
|
| 2032 |
+
2030 entailment
|
| 2033 |
+
2031 entailment
|
| 2034 |
+
2032 entailment
|
| 2035 |
+
2033 entailment
|
| 2036 |
+
2034 entailment
|
| 2037 |
+
2035 entailment
|
| 2038 |
+
2036 entailment
|
| 2039 |
+
2037 entailment
|
| 2040 |
+
2038 entailment
|
| 2041 |
+
2039 entailment
|
| 2042 |
+
2040 entailment
|
| 2043 |
+
2041 entailment
|
| 2044 |
+
2042 entailment
|
| 2045 |
+
2043 entailment
|
| 2046 |
+
2044 entailment
|
| 2047 |
+
2045 contradiction
|
| 2048 |
+
2046 entailment
|
| 2049 |
+
2047 entailment
|
| 2050 |
+
2048 entailment
|
| 2051 |
+
2049 entailment
|
| 2052 |
+
2050 entailment
|
| 2053 |
+
2051 entailment
|
| 2054 |
+
2052 contradiction
|
| 2055 |
+
2053 entailment
|
| 2056 |
+
2054 entailment
|
| 2057 |
+
2055 entailment
|
| 2058 |
+
2056 entailment
|
| 2059 |
+
2057 entailment
|
| 2060 |
+
2058 entailment
|
| 2061 |
+
2059 entailment
|
| 2062 |
+
2060 entailment
|
| 2063 |
+
2061 entailment
|
| 2064 |
+
2062 entailment
|
| 2065 |
+
2063 entailment
|
| 2066 |
+
2064 entailment
|
| 2067 |
+
2065 entailment
|
| 2068 |
+
2066 entailment
|
| 2069 |
+
2067 entailment
|
| 2070 |
+
2068 entailment
|
| 2071 |
+
2069 entailment
|
| 2072 |
+
2070 entailment
|
| 2073 |
+
2071 entailment
|
| 2074 |
+
2072 entailment
|
| 2075 |
+
2073 entailment
|
| 2076 |
+
2074 entailment
|
| 2077 |
+
2075 entailment
|
| 2078 |
+
2076 entailment
|
| 2079 |
+
2077 entailment
|
| 2080 |
+
2078 entailment
|
| 2081 |
+
2079 contradiction
|
| 2082 |
+
2080 entailment
|
| 2083 |
+
2081 entailment
|
| 2084 |
+
2082 entailment
|
| 2085 |
+
2083 entailment
|
| 2086 |
+
2084 entailment
|
| 2087 |
+
2085 entailment
|
| 2088 |
+
2086 entailment
|
| 2089 |
+
2087 entailment
|
| 2090 |
+
2088 entailment
|
| 2091 |
+
2089 entailment
|
| 2092 |
+
2090 entailment
|
| 2093 |
+
2091 entailment
|
| 2094 |
+
2092 entailment
|
| 2095 |
+
2093 entailment
|
| 2096 |
+
2094 entailment
|
| 2097 |
+
2095 entailment
|
| 2098 |
+
2096 entailment
|
| 2099 |
+
2097 entailment
|
| 2100 |
+
2098 entailment
|
| 2101 |
+
2099 entailment
|
| 2102 |
+
2100 entailment
|
| 2103 |
+
2101 entailment
|
| 2104 |
+
2102 entailment
|
| 2105 |
+
2103 entailment
|
| 2106 |
+
2104 entailment
|
| 2107 |
+
2105 entailment
|
| 2108 |
+
2106 entailment
|
| 2109 |
+
2107 entailment
|
| 2110 |
+
2108 entailment
|
| 2111 |
+
2109 entailment
|
| 2112 |
+
2110 entailment
|
| 2113 |
+
2111 entailment
|
| 2114 |
+
2112 entailment
|
| 2115 |
+
2113 entailment
|
| 2116 |
+
2114 entailment
|
| 2117 |
+
2115 entailment
|
| 2118 |
+
2116 entailment
|
| 2119 |
+
2117 entailment
|
| 2120 |
+
2118 entailment
|
| 2121 |
+
2119 entailment
|
| 2122 |
+
2120 entailment
|
| 2123 |
+
2121 entailment
|
| 2124 |
+
2122 entailment
|
| 2125 |
+
2123 entailment
|
| 2126 |
+
2124 entailment
|
| 2127 |
+
2125 entailment
|
| 2128 |
+
2126 entailment
|
| 2129 |
+
2127 contradiction
|
| 2130 |
+
2128 entailment
|
| 2131 |
+
2129 entailment
|
| 2132 |
+
2130 entailment
|
| 2133 |
+
2131 entailment
|
| 2134 |
+
2132 entailment
|
| 2135 |
+
2133 entailment
|
| 2136 |
+
2134 entailment
|
| 2137 |
+
2135 entailment
|
| 2138 |
+
2136 entailment
|
| 2139 |
+
2137 entailment
|
| 2140 |
+
2138 entailment
|
| 2141 |
+
2139 contradiction
|
| 2142 |
+
2140 entailment
|
| 2143 |
+
2141 entailment
|
| 2144 |
+
2142 entailment
|
| 2145 |
+
2143 entailment
|
| 2146 |
+
2144 entailment
|
| 2147 |
+
2145 entailment
|
| 2148 |
+
2146 entailment
|
| 2149 |
+
2147 entailment
|
| 2150 |
+
2148 entailment
|
| 2151 |
+
2149 entailment
|
| 2152 |
+
2150 entailment
|
| 2153 |
+
2151 entailment
|
| 2154 |
+
2152 entailment
|
| 2155 |
+
2153 entailment
|
| 2156 |
+
2154 entailment
|
| 2157 |
+
2155 entailment
|
| 2158 |
+
2156 entailment
|
| 2159 |
+
2157 entailment
|
| 2160 |
+
2158 entailment
|
| 2161 |
+
2159 entailment
|
| 2162 |
+
2160 entailment
|
| 2163 |
+
2161 entailment
|
| 2164 |
+
2162 entailment
|
| 2165 |
+
2163 entailment
|
| 2166 |
+
2164 entailment
|
| 2167 |
+
2165 entailment
|
| 2168 |
+
2166 entailment
|
| 2169 |
+
2167 entailment
|
| 2170 |
+
2168 entailment
|
| 2171 |
+
2169 entailment
|
| 2172 |
+
2170 entailment
|
| 2173 |
+
2171 entailment
|
| 2174 |
+
2172 entailment
|
| 2175 |
+
2173 entailment
|
| 2176 |
+
2174 entailment
|
| 2177 |
+
2175 entailment
|
| 2178 |
+
2176 entailment
|
| 2179 |
+
2177 entailment
|
| 2180 |
+
2178 entailment
|
| 2181 |
+
2179 entailment
|
| 2182 |
+
2180 entailment
|
| 2183 |
+
2181 entailment
|
| 2184 |
+
2182 contradiction
|
| 2185 |
+
2183 entailment
|
| 2186 |
+
2184 entailment
|
| 2187 |
+
2185 entailment
|
| 2188 |
+
2186 contradiction
|
| 2189 |
+
2187 entailment
|
| 2190 |
+
2188 entailment
|
| 2191 |
+
2189 entailment
|
| 2192 |
+
2190 entailment
|
| 2193 |
+
2191 entailment
|
| 2194 |
+
2192 entailment
|
| 2195 |
+
2193 entailment
|
| 2196 |
+
2194 entailment
|
| 2197 |
+
2195 entailment
|
| 2198 |
+
2196 entailment
|
| 2199 |
+
2197 entailment
|
| 2200 |
+
2198 entailment
|
| 2201 |
+
2199 entailment
|
| 2202 |
+
2200 entailment
|
| 2203 |
+
2201 entailment
|
| 2204 |
+
2202 entailment
|
| 2205 |
+
2203 entailment
|
| 2206 |
+
2204 entailment
|
| 2207 |
+
2205 entailment
|
| 2208 |
+
2206 entailment
|
| 2209 |
+
2207 entailment
|
| 2210 |
+
2208 entailment
|
| 2211 |
+
2209 entailment
|
| 2212 |
+
2210 entailment
|
| 2213 |
+
2211 entailment
|
| 2214 |
+
2212 entailment
|
| 2215 |
+
2213 entailment
|
| 2216 |
+
2214 entailment
|
| 2217 |
+
2215 entailment
|
| 2218 |
+
2216 entailment
|
| 2219 |
+
2217 entailment
|
| 2220 |
+
2218 entailment
|
| 2221 |
+
2219 entailment
|
| 2222 |
+
2220 entailment
|
| 2223 |
+
2221 entailment
|
| 2224 |
+
2222 entailment
|
| 2225 |
+
2223 entailment
|
| 2226 |
+
2224 entailment
|
| 2227 |
+
2225 entailment
|
| 2228 |
+
2226 entailment
|
| 2229 |
+
2227 entailment
|
| 2230 |
+
2228 entailment
|
| 2231 |
+
2229 entailment
|
| 2232 |
+
2230 entailment
|
| 2233 |
+
2231 entailment
|
| 2234 |
+
2232 entailment
|
| 2235 |
+
2233 entailment
|
| 2236 |
+
2234 entailment
|
| 2237 |
+
2235 entailment
|
| 2238 |
+
2236 entailment
|
| 2239 |
+
2237 entailment
|
| 2240 |
+
2238 entailment
|
| 2241 |
+
2239 entailment
|
| 2242 |
+
2240 entailment
|
| 2243 |
+
2241 entailment
|
| 2244 |
+
2242 entailment
|
| 2245 |
+
2243 entailment
|
| 2246 |
+
2244 entailment
|
| 2247 |
+
2245 entailment
|
| 2248 |
+
2246 entailment
|
| 2249 |
+
2247 entailment
|
| 2250 |
+
2248 entailment
|
| 2251 |
+
2249 entailment
|
| 2252 |
+
2250 entailment
|
| 2253 |
+
2251 entailment
|
| 2254 |
+
2252 entailment
|
| 2255 |
+
2253 entailment
|
| 2256 |
+
2254 entailment
|
| 2257 |
+
2255 entailment
|
| 2258 |
+
2256 entailment
|
| 2259 |
+
2257 entailment
|
| 2260 |
+
2258 entailment
|
| 2261 |
+
2259 entailment
|
| 2262 |
+
2260 entailment
|
| 2263 |
+
2261 entailment
|
| 2264 |
+
2262 entailment
|
| 2265 |
+
2263 entailment
|
| 2266 |
+
2264 entailment
|
| 2267 |
+
2265 entailment
|
| 2268 |
+
2266 entailment
|
| 2269 |
+
2267 entailment
|
| 2270 |
+
2268 entailment
|
| 2271 |
+
2269 entailment
|
| 2272 |
+
2270 entailment
|
| 2273 |
+
2271 entailment
|
| 2274 |
+
2272 entailment
|
| 2275 |
+
2273 entailment
|
| 2276 |
+
2274 entailment
|
| 2277 |
+
2275 entailment
|
| 2278 |
+
2276 entailment
|
| 2279 |
+
2277 entailment
|
| 2280 |
+
2278 entailment
|
| 2281 |
+
2279 entailment
|
| 2282 |
+
2280 entailment
|
| 2283 |
+
2281 entailment
|
| 2284 |
+
2282 entailment
|
| 2285 |
+
2283 entailment
|
| 2286 |
+
2284 entailment
|
| 2287 |
+
2285 entailment
|
| 2288 |
+
2286 entailment
|
| 2289 |
+
2287 entailment
|
| 2290 |
+
2288 entailment
|
| 2291 |
+
2289 contradiction
|
| 2292 |
+
2290 entailment
|
| 2293 |
+
2291 entailment
|
| 2294 |
+
2292 entailment
|
| 2295 |
+
2293 entailment
|
| 2296 |
+
2294 entailment
|
| 2297 |
+
2295 entailment
|
| 2298 |
+
2296 entailment
|
| 2299 |
+
2297 entailment
|
| 2300 |
+
2298 contradiction
|
| 2301 |
+
2299 entailment
|
| 2302 |
+
2300 entailment
|
| 2303 |
+
2301 entailment
|
| 2304 |
+
2302 entailment
|
| 2305 |
+
2303 entailment
|
| 2306 |
+
2304 entailment
|
| 2307 |
+
2305 entailment
|
| 2308 |
+
2306 entailment
|
| 2309 |
+
2307 entailment
|
| 2310 |
+
2308 entailment
|
| 2311 |
+
2309 entailment
|
| 2312 |
+
2310 entailment
|
| 2313 |
+
2311 entailment
|
| 2314 |
+
2312 entailment
|
| 2315 |
+
2313 entailment
|
| 2316 |
+
2314 entailment
|
| 2317 |
+
2315 entailment
|
| 2318 |
+
2316 entailment
|
| 2319 |
+
2317 entailment
|
| 2320 |
+
2318 entailment
|
| 2321 |
+
2319 entailment
|
| 2322 |
+
2320 entailment
|
| 2323 |
+
2321 entailment
|
| 2324 |
+
2322 entailment
|
| 2325 |
+
2323 entailment
|
| 2326 |
+
2324 entailment
|
| 2327 |
+
2325 entailment
|
| 2328 |
+
2326 entailment
|
| 2329 |
+
2327 entailment
|
| 2330 |
+
2328 entailment
|
| 2331 |
+
2329 entailment
|
| 2332 |
+
2330 entailment
|
| 2333 |
+
2331 entailment
|
| 2334 |
+
2332 entailment
|
| 2335 |
+
2333 entailment
|
| 2336 |
+
2334 entailment
|
| 2337 |
+
2335 entailment
|
| 2338 |
+
2336 entailment
|
| 2339 |
+
2337 entailment
|
| 2340 |
+
2338 entailment
|
| 2341 |
+
2339 contradiction
|
| 2342 |
+
2340 entailment
|
| 2343 |
+
2341 entailment
|
| 2344 |
+
2342 entailment
|
| 2345 |
+
2343 contradiction
|
| 2346 |
+
2344 entailment
|
| 2347 |
+
2345 entailment
|
| 2348 |
+
2346 entailment
|
| 2349 |
+
2347 entailment
|
| 2350 |
+
2348 entailment
|
| 2351 |
+
2349 entailment
|
| 2352 |
+
2350 entailment
|
| 2353 |
+
2351 entailment
|
| 2354 |
+
2352 entailment
|
| 2355 |
+
2353 entailment
|
| 2356 |
+
2354 entailment
|
| 2357 |
+
2355 contradiction
|
| 2358 |
+
2356 entailment
|
| 2359 |
+
2357 entailment
|
| 2360 |
+
2358 entailment
|
| 2361 |
+
2359 entailment
|
| 2362 |
+
2360 entailment
|
| 2363 |
+
2361 entailment
|
| 2364 |
+
2362 entailment
|
| 2365 |
+
2363 entailment
|
| 2366 |
+
2364 entailment
|
| 2367 |
+
2365 entailment
|
| 2368 |
+
2366 entailment
|
| 2369 |
+
2367 entailment
|
| 2370 |
+
2368 entailment
|
| 2371 |
+
2369 entailment
|
| 2372 |
+
2370 entailment
|
| 2373 |
+
2371 entailment
|
| 2374 |
+
2372 entailment
|
| 2375 |
+
2373 entailment
|
| 2376 |
+
2374 entailment
|
| 2377 |
+
2375 entailment
|
| 2378 |
+
2376 entailment
|
| 2379 |
+
2377 entailment
|
| 2380 |
+
2378 entailment
|
| 2381 |
+
2379 entailment
|
| 2382 |
+
2380 entailment
|
| 2383 |
+
2381 entailment
|
| 2384 |
+
2382 entailment
|
| 2385 |
+
2383 entailment
|
| 2386 |
+
2384 entailment
|
| 2387 |
+
2385 entailment
|
| 2388 |
+
2386 entailment
|
| 2389 |
+
2387 entailment
|
| 2390 |
+
2388 entailment
|
| 2391 |
+
2389 entailment
|
| 2392 |
+
2390 entailment
|
| 2393 |
+
2391 entailment
|
| 2394 |
+
2392 entailment
|
| 2395 |
+
2393 entailment
|
| 2396 |
+
2394 entailment
|
| 2397 |
+
2395 contradiction
|
| 2398 |
+
2396 entailment
|
| 2399 |
+
2397 entailment
|
| 2400 |
+
2398 entailment
|
| 2401 |
+
2399 entailment
|
| 2402 |
+
2400 entailment
|
| 2403 |
+
2401 entailment
|
| 2404 |
+
2402 entailment
|
| 2405 |
+
2403 entailment
|
| 2406 |
+
2404 entailment
|
| 2407 |
+
2405 entailment
|
| 2408 |
+
2406 entailment
|
| 2409 |
+
2407 entailment
|
| 2410 |
+
2408 entailment
|
| 2411 |
+
2409 entailment
|
| 2412 |
+
2410 entailment
|
| 2413 |
+
2411 entailment
|
| 2414 |
+
2412 entailment
|
| 2415 |
+
2413 entailment
|
| 2416 |
+
2414 entailment
|
| 2417 |
+
2415 entailment
|
| 2418 |
+
2416 entailment
|
| 2419 |
+
2417 entailment
|
| 2420 |
+
2418 entailment
|
| 2421 |
+
2419 entailment
|
| 2422 |
+
2420 entailment
|
| 2423 |
+
2421 entailment
|
| 2424 |
+
2422 entailment
|
| 2425 |
+
2423 entailment
|
| 2426 |
+
2424 entailment
|
| 2427 |
+
2425 entailment
|
| 2428 |
+
2426 contradiction
|
| 2429 |
+
2427 entailment
|
| 2430 |
+
2428 entailment
|
| 2431 |
+
2429 entailment
|
| 2432 |
+
2430 entailment
|
| 2433 |
+
2431 entailment
|
| 2434 |
+
2432 entailment
|
| 2435 |
+
2433 entailment
|
| 2436 |
+
2434 entailment
|
| 2437 |
+
2435 entailment
|
| 2438 |
+
2436 entailment
|
| 2439 |
+
2437 entailment
|
| 2440 |
+
2438 entailment
|
| 2441 |
+
2439 entailment
|
| 2442 |
+
2440 entailment
|
| 2443 |
+
2441 entailment
|
| 2444 |
+
2442 entailment
|
| 2445 |
+
2443 entailment
|
| 2446 |
+
2444 entailment
|
| 2447 |
+
2445 entailment
|
| 2448 |
+
2446 entailment
|
| 2449 |
+
2447 entailment
|
| 2450 |
+
2448 entailment
|
| 2451 |
+
2449 entailment
|
| 2452 |
+
2450 entailment
|
| 2453 |
+
2451 entailment
|
| 2454 |
+
2452 entailment
|
| 2455 |
+
2453 entailment
|
| 2456 |
+
2454 entailment
|
| 2457 |
+
2455 entailment
|
| 2458 |
+
2456 contradiction
|
| 2459 |
+
2457 entailment
|
| 2460 |
+
2458 entailment
|
| 2461 |
+
2459 entailment
|
| 2462 |
+
2460 entailment
|
| 2463 |
+
2461 entailment
|
| 2464 |
+
2462 entailment
|
| 2465 |
+
2463 entailment
|
| 2466 |
+
2464 entailment
|
| 2467 |
+
2465 entailment
|
| 2468 |
+
2466 entailment
|
| 2469 |
+
2467 entailment
|
| 2470 |
+
2468 entailment
|
| 2471 |
+
2469 entailment
|
| 2472 |
+
2470 entailment
|
| 2473 |
+
2471 entailment
|
| 2474 |
+
2472 entailment
|
| 2475 |
+
2473 entailment
|
| 2476 |
+
2474 entailment
|
| 2477 |
+
2475 entailment
|
| 2478 |
+
2476 entailment
|
| 2479 |
+
2477 entailment
|
| 2480 |
+
2478 entailment
|
| 2481 |
+
2479 entailment
|
| 2482 |
+
2480 entailment
|
| 2483 |
+
2481 entailment
|
| 2484 |
+
2482 entailment
|
| 2485 |
+
2483 entailment
|
| 2486 |
+
2484 entailment
|
| 2487 |
+
2485 entailment
|
| 2488 |
+
2486 entailment
|
| 2489 |
+
2487 entailment
|
| 2490 |
+
2488 entailment
|
| 2491 |
+
2489 entailment
|
| 2492 |
+
2490 entailment
|
| 2493 |
+
2491 entailment
|
| 2494 |
+
2492 entailment
|
| 2495 |
+
2493 entailment
|
| 2496 |
+
2494 entailment
|
| 2497 |
+
2495 entailment
|
| 2498 |
+
2496 entailment
|
| 2499 |
+
2497 entailment
|
| 2500 |
+
2498 entailment
|
| 2501 |
+
2499 entailment
|
| 2502 |
+
2500 entailment
|
| 2503 |
+
2501 entailment
|
| 2504 |
+
2502 entailment
|
| 2505 |
+
2503 entailment
|
| 2506 |
+
2504 contradiction
|
| 2507 |
+
2505 entailment
|
| 2508 |
+
2506 entailment
|
| 2509 |
+
2507 entailment
|
| 2510 |
+
2508 entailment
|
| 2511 |
+
2509 entailment
|
| 2512 |
+
2510 entailment
|
| 2513 |
+
2511 entailment
|
| 2514 |
+
2512 entailment
|
| 2515 |
+
2513 entailment
|
| 2516 |
+
2514 entailment
|
| 2517 |
+
2515 entailment
|
| 2518 |
+
2516 entailment
|
| 2519 |
+
2517 entailment
|
| 2520 |
+
2518 entailment
|
| 2521 |
+
2519 entailment
|
| 2522 |
+
2520 entailment
|
| 2523 |
+
2521 entailment
|
| 2524 |
+
2522 entailment
|
| 2525 |
+
2523 entailment
|
| 2526 |
+
2524 entailment
|
| 2527 |
+
2525 entailment
|
| 2528 |
+
2526 entailment
|
| 2529 |
+
2527 entailment
|
| 2530 |
+
2528 entailment
|
| 2531 |
+
2529 entailment
|
| 2532 |
+
2530 entailment
|
| 2533 |
+
2531 entailment
|
| 2534 |
+
2532 entailment
|
| 2535 |
+
2533 entailment
|
| 2536 |
+
2534 entailment
|
| 2537 |
+
2535 entailment
|
| 2538 |
+
2536 entailment
|
| 2539 |
+
2537 entailment
|
| 2540 |
+
2538 entailment
|
| 2541 |
+
2539 entailment
|
| 2542 |
+
2540 entailment
|
| 2543 |
+
2541 entailment
|
| 2544 |
+
2542 entailment
|
| 2545 |
+
2543 entailment
|
| 2546 |
+
2544 entailment
|
| 2547 |
+
2545 entailment
|
| 2548 |
+
2546 entailment
|
| 2549 |
+
2547 entailment
|
| 2550 |
+
2548 entailment
|
| 2551 |
+
2549 entailment
|
| 2552 |
+
2550 entailment
|
| 2553 |
+
2551 entailment
|
| 2554 |
+
2552 entailment
|
| 2555 |
+
2553 entailment
|
| 2556 |
+
2554 entailment
|
| 2557 |
+
2555 entailment
|
| 2558 |
+
2556 entailment
|
| 2559 |
+
2557 entailment
|
| 2560 |
+
2558 entailment
|
| 2561 |
+
2559 entailment
|
| 2562 |
+
2560 entailment
|
| 2563 |
+
2561 entailment
|
| 2564 |
+
2562 entailment
|
| 2565 |
+
2563 entailment
|
| 2566 |
+
2564 entailment
|
| 2567 |
+
2565 entailment
|
| 2568 |
+
2566 entailment
|
| 2569 |
+
2567 contradiction
|
| 2570 |
+
2568 contradiction
|
| 2571 |
+
2569 contradiction
|
| 2572 |
+
2570 contradiction
|
| 2573 |
+
2571 contradiction
|
| 2574 |
+
2572 contradiction
|
| 2575 |
+
2573 contradiction
|
| 2576 |
+
2574 entailment
|
| 2577 |
+
2575 contradiction
|
| 2578 |
+
2576 contradiction
|
| 2579 |
+
2577 contradiction
|
| 2580 |
+
2578 contradiction
|
| 2581 |
+
2579 contradiction
|
| 2582 |
+
2580 contradiction
|
| 2583 |
+
2581 entailment
|
| 2584 |
+
2582 contradiction
|
| 2585 |
+
2583 contradiction
|
| 2586 |
+
2584 contradiction
|
| 2587 |
+
2585 contradiction
|
| 2588 |
+
2586 contradiction
|
| 2589 |
+
2587 contradiction
|
| 2590 |
+
2588 contradiction
|
| 2591 |
+
2589 contradiction
|
| 2592 |
+
2590 contradiction
|
| 2593 |
+
2591 contradiction
|
| 2594 |
+
2592 contradiction
|
| 2595 |
+
2593 contradiction
|
| 2596 |
+
2594 contradiction
|
| 2597 |
+
2595 contradiction
|
| 2598 |
+
2596 contradiction
|
| 2599 |
+
2597 contradiction
|
| 2600 |
+
2598 contradiction
|
| 2601 |
+
2599 contradiction
|
| 2602 |
+
2600 contradiction
|
| 2603 |
+
2601 contradiction
|
| 2604 |
+
2602 contradiction
|
| 2605 |
+
2603 contradiction
|
| 2606 |
+
2604 contradiction
|
| 2607 |
+
2605 contradiction
|
| 2608 |
+
2606 contradiction
|
| 2609 |
+
2607 contradiction
|
| 2610 |
+
2608 contradiction
|
| 2611 |
+
2609 contradiction
|
| 2612 |
+
2610 contradiction
|
| 2613 |
+
2611 contradiction
|
| 2614 |
+
2612 contradiction
|
| 2615 |
+
2613 contradiction
|
| 2616 |
+
2614 contradiction
|
| 2617 |
+
2615 contradiction
|
| 2618 |
+
2616 contradiction
|
| 2619 |
+
2617 contradiction
|
| 2620 |
+
2618 contradiction
|
| 2621 |
+
2619 contradiction
|
| 2622 |
+
2620 contradiction
|
| 2623 |
+
2621 contradiction
|
| 2624 |
+
2622 contradiction
|
| 2625 |
+
2623 contradiction
|
| 2626 |
+
2624 contradiction
|
| 2627 |
+
2625 contradiction
|
| 2628 |
+
2626 contradiction
|
| 2629 |
+
2627 contradiction
|
| 2630 |
+
2628 contradiction
|
| 2631 |
+
2629 contradiction
|
| 2632 |
+
2630 contradiction
|
| 2633 |
+
2631 contradiction
|
| 2634 |
+
2632 contradiction
|
| 2635 |
+
2633 contradiction
|
| 2636 |
+
2634 contradiction
|
| 2637 |
+
2635 contradiction
|
| 2638 |
+
2636 contradiction
|
| 2639 |
+
2637 contradiction
|
| 2640 |
+
2638 contradiction
|
| 2641 |
+
2639 contradiction
|
| 2642 |
+
2640 contradiction
|
| 2643 |
+
2641 contradiction
|
| 2644 |
+
2642 contradiction
|
| 2645 |
+
2643 contradiction
|
| 2646 |
+
2644 contradiction
|
| 2647 |
+
2645 contradiction
|
| 2648 |
+
2646 contradiction
|
| 2649 |
+
2647 contradiction
|
| 2650 |
+
2648 contradiction
|
| 2651 |
+
2649 contradiction
|
| 2652 |
+
2650 contradiction
|
| 2653 |
+
2651 contradiction
|
| 2654 |
+
2652 contradiction
|
| 2655 |
+
2653 entailment
|
| 2656 |
+
2654 contradiction
|
| 2657 |
+
2655 contradiction
|
| 2658 |
+
2656 contradiction
|
| 2659 |
+
2657 contradiction
|
| 2660 |
+
2658 contradiction
|
| 2661 |
+
2659 contradiction
|
| 2662 |
+
2660 contradiction
|
| 2663 |
+
2661 contradiction
|
| 2664 |
+
2662 contradiction
|
| 2665 |
+
2663 contradiction
|
| 2666 |
+
2664 contradiction
|
| 2667 |
+
2665 contradiction
|
| 2668 |
+
2666 contradiction
|
| 2669 |
+
2667 contradiction
|
| 2670 |
+
2668 contradiction
|
| 2671 |
+
2669 contradiction
|
| 2672 |
+
2670 contradiction
|
| 2673 |
+
2671 contradiction
|
| 2674 |
+
2672 contradiction
|
| 2675 |
+
2673 contradiction
|
| 2676 |
+
2674 contradiction
|
| 2677 |
+
2675 contradiction
|
| 2678 |
+
2676 contradiction
|
| 2679 |
+
2677 contradiction
|
| 2680 |
+
2678 contradiction
|
| 2681 |
+
2679 contradiction
|
| 2682 |
+
2680 contradiction
|
| 2683 |
+
2681 contradiction
|
| 2684 |
+
2682 entailment
|
| 2685 |
+
2683 contradiction
|
| 2686 |
+
2684 contradiction
|
| 2687 |
+
2685 contradiction
|
| 2688 |
+
2686 contradiction
|
| 2689 |
+
2687 contradiction
|
| 2690 |
+
2688 contradiction
|
| 2691 |
+
2689 contradiction
|
| 2692 |
+
2690 contradiction
|
| 2693 |
+
2691 contradiction
|
| 2694 |
+
2692 contradiction
|
| 2695 |
+
2693 contradiction
|
| 2696 |
+
2694 contradiction
|
| 2697 |
+
2695 contradiction
|
| 2698 |
+
2696 contradiction
|
| 2699 |
+
2697 contradiction
|
| 2700 |
+
2698 contradiction
|
| 2701 |
+
2699 contradiction
|
| 2702 |
+
2700 contradiction
|
| 2703 |
+
2701 contradiction
|
| 2704 |
+
2702 contradiction
|
| 2705 |
+
2703 contradiction
|
| 2706 |
+
2704 contradiction
|
| 2707 |
+
2705 contradiction
|
| 2708 |
+
2706 contradiction
|
| 2709 |
+
2707 contradiction
|
| 2710 |
+
2708 contradiction
|
| 2711 |
+
2709 contradiction
|
| 2712 |
+
2710 contradiction
|
| 2713 |
+
2711 contradiction
|
| 2714 |
+
2712 contradiction
|
| 2715 |
+
2713 contradiction
|
| 2716 |
+
2714 contradiction
|
| 2717 |
+
2715 contradiction
|
| 2718 |
+
2716 contradiction
|
| 2719 |
+
2717 contradiction
|
| 2720 |
+
2718 contradiction
|
| 2721 |
+
2719 contradiction
|
| 2722 |
+
2720 contradiction
|
| 2723 |
+
2721 contradiction
|
| 2724 |
+
2722 contradiction
|
| 2725 |
+
2723 contradiction
|
| 2726 |
+
2724 contradiction
|
| 2727 |
+
2725 contradiction
|
| 2728 |
+
2726 contradiction
|
| 2729 |
+
2727 entailment
|
| 2730 |
+
2728 contradiction
|
| 2731 |
+
2729 contradiction
|
| 2732 |
+
2730 contradiction
|
| 2733 |
+
2731 contradiction
|
| 2734 |
+
2732 contradiction
|
| 2735 |
+
2733 contradiction
|
| 2736 |
+
2734 contradiction
|
| 2737 |
+
2735 contradiction
|
| 2738 |
+
2736 contradiction
|
| 2739 |
+
2737 contradiction
|
| 2740 |
+
2738 contradiction
|
| 2741 |
+
2739 contradiction
|
| 2742 |
+
2740 contradiction
|
| 2743 |
+
2741 contradiction
|
| 2744 |
+
2742 contradiction
|
| 2745 |
+
2743 contradiction
|
| 2746 |
+
2744 contradiction
|
| 2747 |
+
2745 contradiction
|
| 2748 |
+
2746 contradiction
|
| 2749 |
+
2747 contradiction
|
| 2750 |
+
2748 contradiction
|
| 2751 |
+
2749 contradiction
|
| 2752 |
+
2750 contradiction
|
| 2753 |
+
2751 contradiction
|
| 2754 |
+
2752 contradiction
|
| 2755 |
+
2753 contradiction
|
| 2756 |
+
2754 contradiction
|
| 2757 |
+
2755 contradiction
|
| 2758 |
+
2756 contradiction
|
| 2759 |
+
2757 contradiction
|
| 2760 |
+
2758 contradiction
|
| 2761 |
+
2759 contradiction
|
| 2762 |
+
2760 contradiction
|
| 2763 |
+
2761 contradiction
|
| 2764 |
+
2762 contradiction
|
| 2765 |
+
2763 contradiction
|
| 2766 |
+
2764 contradiction
|
| 2767 |
+
2765 contradiction
|
| 2768 |
+
2766 contradiction
|
| 2769 |
+
2767 contradiction
|
| 2770 |
+
2768 contradiction
|
| 2771 |
+
2769 contradiction
|
| 2772 |
+
2770 contradiction
|
| 2773 |
+
2771 contradiction
|
| 2774 |
+
2772 contradiction
|
| 2775 |
+
2773 contradiction
|
| 2776 |
+
2774 contradiction
|
| 2777 |
+
2775 contradiction
|
| 2778 |
+
2776 contradiction
|
| 2779 |
+
2777 contradiction
|
| 2780 |
+
2778 entailment
|
| 2781 |
+
2779 contradiction
|
| 2782 |
+
2780 contradiction
|
| 2783 |
+
2781 contradiction
|
| 2784 |
+
2782 entailment
|
| 2785 |
+
2783 contradiction
|
| 2786 |
+
2784 contradiction
|
| 2787 |
+
2785 contradiction
|
| 2788 |
+
2786 contradiction
|
| 2789 |
+
2787 contradiction
|
| 2790 |
+
2788 entailment
|
| 2791 |
+
2789 contradiction
|
| 2792 |
+
2790 contradiction
|
| 2793 |
+
2791 contradiction
|
| 2794 |
+
2792 contradiction
|
| 2795 |
+
2793 contradiction
|
| 2796 |
+
2794 contradiction
|
| 2797 |
+
2795 contradiction
|
| 2798 |
+
2796 contradiction
|
| 2799 |
+
2797 contradiction
|
| 2800 |
+
2798 contradiction
|
| 2801 |
+
2799 contradiction
|
| 2802 |
+
2800 contradiction
|
| 2803 |
+
2801 contradiction
|
| 2804 |
+
2802 contradiction
|
| 2805 |
+
2803 contradiction
|
| 2806 |
+
2804 contradiction
|
| 2807 |
+
2805 contradiction
|
| 2808 |
+
2806 contradiction
|
| 2809 |
+
2807 contradiction
|
| 2810 |
+
2808 contradiction
|
| 2811 |
+
2809 contradiction
|
| 2812 |
+
2810 contradiction
|
| 2813 |
+
2811 contradiction
|
| 2814 |
+
2812 contradiction
|
| 2815 |
+
2813 contradiction
|
| 2816 |
+
2814 contradiction
|
| 2817 |
+
2815 contradiction
|
| 2818 |
+
2816 contradiction
|
| 2819 |
+
2817 contradiction
|
| 2820 |
+
2818 contradiction
|
| 2821 |
+
2819 contradiction
|
| 2822 |
+
2820 contradiction
|
| 2823 |
+
2821 contradiction
|
| 2824 |
+
2822 contradiction
|
| 2825 |
+
2823 contradiction
|
| 2826 |
+
2824 contradiction
|
| 2827 |
+
2825 contradiction
|
| 2828 |
+
2826 contradiction
|
| 2829 |
+
2827 contradiction
|
| 2830 |
+
2828 contradiction
|
| 2831 |
+
2829 contradiction
|
| 2832 |
+
2830 contradiction
|
| 2833 |
+
2831 contradiction
|
| 2834 |
+
2832 contradiction
|
| 2835 |
+
2833 contradiction
|
| 2836 |
+
2834 contradiction
|
| 2837 |
+
2835 contradiction
|
| 2838 |
+
2836 contradiction
|
| 2839 |
+
2837 contradiction
|
| 2840 |
+
2838 contradiction
|
| 2841 |
+
2839 contradiction
|
| 2842 |
+
2840 contradiction
|
| 2843 |
+
2841 contradiction
|
| 2844 |
+
2842 contradiction
|
| 2845 |
+
2843 contradiction
|
| 2846 |
+
2844 contradiction
|
| 2847 |
+
2845 contradiction
|
| 2848 |
+
2846 contradiction
|
| 2849 |
+
2847 contradiction
|
| 2850 |
+
2848 contradiction
|
| 2851 |
+
2849 contradiction
|
| 2852 |
+
2850 contradiction
|
| 2853 |
+
2851 contradiction
|
| 2854 |
+
2852 contradiction
|
| 2855 |
+
2853 contradiction
|
| 2856 |
+
2854 contradiction
|
| 2857 |
+
2855 contradiction
|
| 2858 |
+
2856 contradiction
|
| 2859 |
+
2857 contradiction
|
| 2860 |
+
2858 contradiction
|
| 2861 |
+
2859 contradiction
|
| 2862 |
+
2860 contradiction
|
| 2863 |
+
2861 contradiction
|
| 2864 |
+
2862 contradiction
|
| 2865 |
+
2863 contradiction
|
| 2866 |
+
2864 contradiction
|
| 2867 |
+
2865 contradiction
|
| 2868 |
+
2866 contradiction
|
| 2869 |
+
2867 entailment
|
| 2870 |
+
2868 contradiction
|
| 2871 |
+
2869 contradiction
|
| 2872 |
+
2870 contradiction
|
| 2873 |
+
2871 contradiction
|
| 2874 |
+
2872 contradiction
|
| 2875 |
+
2873 contradiction
|
| 2876 |
+
2874 contradiction
|
| 2877 |
+
2875 contradiction
|
| 2878 |
+
2876 contradiction
|
| 2879 |
+
2877 contradiction
|
| 2880 |
+
2878 contradiction
|
| 2881 |
+
2879 contradiction
|
| 2882 |
+
2880 contradiction
|
| 2883 |
+
2881 contradiction
|
| 2884 |
+
2882 contradiction
|
| 2885 |
+
2883 contradiction
|
| 2886 |
+
2884 contradiction
|
| 2887 |
+
2885 contradiction
|
| 2888 |
+
2886 contradiction
|
| 2889 |
+
2887 contradiction
|
| 2890 |
+
2888 contradiction
|
| 2891 |
+
2889 contradiction
|
| 2892 |
+
2890 contradiction
|
| 2893 |
+
2891 contradiction
|
| 2894 |
+
2892 contradiction
|
| 2895 |
+
2893 contradiction
|
| 2896 |
+
2894 entailment
|
| 2897 |
+
2895 contradiction
|
| 2898 |
+
2896 contradiction
|
| 2899 |
+
2897 contradiction
|
| 2900 |
+
2898 contradiction
|
| 2901 |
+
2899 contradiction
|
| 2902 |
+
2900 contradiction
|
| 2903 |
+
2901 contradiction
|
| 2904 |
+
2902 contradiction
|
| 2905 |
+
2903 contradiction
|
| 2906 |
+
2904 contradiction
|
| 2907 |
+
2905 contradiction
|
| 2908 |
+
2906 contradiction
|
| 2909 |
+
2907 contradiction
|
| 2910 |
+
2908 contradiction
|
| 2911 |
+
2909 contradiction
|
| 2912 |
+
2910 contradiction
|
| 2913 |
+
2911 contradiction
|
| 2914 |
+
2912 contradiction
|
| 2915 |
+
2913 contradiction
|
| 2916 |
+
2914 contradiction
|
| 2917 |
+
2915 contradiction
|
| 2918 |
+
2916 contradiction
|
| 2919 |
+
2917 contradiction
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "[CLS]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "[SEP]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "[MASK]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "[PAD]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "[SEP]",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "[UNK]",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "[CLS]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "[SEP]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "[PAD]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"5": {
|
| 44 |
+
"content": "[BLANK]",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
}
|
| 51 |
+
},
|
| 52 |
+
"bos_token": "[CLS]",
|
| 53 |
+
"clean_up_tokenization_spaces": true,
|
| 54 |
+
"cls_token": "[CLS]",
|
| 55 |
+
"do_lower_case": false,
|
| 56 |
+
"eos_token": "[SEP]",
|
| 57 |
+
"extra_special_tokens": {},
|
| 58 |
+
"mask_token": "[MASK]",
|
| 59 |
+
"model_max_length": 4096,
|
| 60 |
+
"pad_token": "[PAD]",
|
| 61 |
+
"sep_token": "[SEP]",
|
| 62 |
+
"strip_accents": null,
|
| 63 |
+
"tokenize_chinese_chars": true,
|
| 64 |
+
"tokenizer_class": "BertTokenizer",
|
| 65 |
+
"unk_token": "[UNK]"
|
| 66 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 0.9992323719706108,
|
| 3 |
+
"total_flos": 1.186312889546834e+17,
|
| 4 |
+
"train_loss": 0.3326558042530222,
|
| 5 |
+
"train_runtime": 10607.6074,
|
| 6 |
+
"train_samples": 18238,
|
| 7 |
+
"train_samples_per_second": 1.719,
|
| 8 |
+
"train_steps_per_second": 0.107
|
| 9 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,857 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.951232302045097,
|
| 3 |
+
"best_model_checkpoint": "/home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/checkpoint-1000",
|
| 4 |
+
"epoch": 0.9992323719706108,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1139,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.008772891764447855,
|
| 13 |
+
"grad_norm": 18.548049926757812,
|
| 14 |
+
"learning_rate": 4.0000000000000003e-07,
|
| 15 |
+
"loss": 0.712,
|
| 16 |
+
"step": 10
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.01754578352889571,
|
| 20 |
+
"grad_norm": 27.947410583496094,
|
| 21 |
+
"learning_rate": 8.000000000000001e-07,
|
| 22 |
+
"loss": 0.7286,
|
| 23 |
+
"step": 20
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.026318675293343568,
|
| 27 |
+
"grad_norm": 15.611265182495117,
|
| 28 |
+
"learning_rate": 1.2000000000000002e-06,
|
| 29 |
+
"loss": 0.6691,
|
| 30 |
+
"step": 30
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.03509156705779142,
|
| 34 |
+
"grad_norm": 14.706952095031738,
|
| 35 |
+
"learning_rate": 1.6000000000000001e-06,
|
| 36 |
+
"loss": 0.6678,
|
| 37 |
+
"step": 40
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.04386445882223928,
|
| 41 |
+
"grad_norm": 20.6095027923584,
|
| 42 |
+
"learning_rate": 2.0000000000000003e-06,
|
| 43 |
+
"loss": 0.6755,
|
| 44 |
+
"step": 50
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.052637350586687136,
|
| 48 |
+
"grad_norm": 15.785083770751953,
|
| 49 |
+
"learning_rate": 2.4000000000000003e-06,
|
| 50 |
+
"loss": 0.6245,
|
| 51 |
+
"step": 60
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.06141024235113499,
|
| 55 |
+
"grad_norm": 16.40140724182129,
|
| 56 |
+
"learning_rate": 2.8000000000000003e-06,
|
| 57 |
+
"loss": 0.6065,
|
| 58 |
+
"step": 70
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.07018313411558284,
|
| 62 |
+
"grad_norm": 16.08489990234375,
|
| 63 |
+
"learning_rate": 3.2000000000000003e-06,
|
| 64 |
+
"loss": 0.5906,
|
| 65 |
+
"step": 80
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.0789560258800307,
|
| 69 |
+
"grad_norm": 10.633989334106445,
|
| 70 |
+
"learning_rate": 3.6000000000000003e-06,
|
| 71 |
+
"loss": 0.5696,
|
| 72 |
+
"step": 90
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.08772891764447856,
|
| 76 |
+
"grad_norm": 13.910264015197754,
|
| 77 |
+
"learning_rate": 4.000000000000001e-06,
|
| 78 |
+
"loss": 0.5952,
|
| 79 |
+
"step": 100
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.09650180940892641,
|
| 83 |
+
"grad_norm": 16.332483291625977,
|
| 84 |
+
"learning_rate": 4.4e-06,
|
| 85 |
+
"loss": 0.5808,
|
| 86 |
+
"step": 110
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.10527470117337427,
|
| 90 |
+
"grad_norm": 12.419142723083496,
|
| 91 |
+
"learning_rate": 4.800000000000001e-06,
|
| 92 |
+
"loss": 0.564,
|
| 93 |
+
"step": 120
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.11404759293782213,
|
| 97 |
+
"grad_norm": 14.58597183227539,
|
| 98 |
+
"learning_rate": 5.2e-06,
|
| 99 |
+
"loss": 0.6409,
|
| 100 |
+
"step": 130
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.12282048470226999,
|
| 104 |
+
"grad_norm": 9.651647567749023,
|
| 105 |
+
"learning_rate": 5.600000000000001e-06,
|
| 106 |
+
"loss": 0.5049,
|
| 107 |
+
"step": 140
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.13159337646671784,
|
| 111 |
+
"grad_norm": 23.112552642822266,
|
| 112 |
+
"learning_rate": 6e-06,
|
| 113 |
+
"loss": 0.6125,
|
| 114 |
+
"step": 150
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.1403662682311657,
|
| 118 |
+
"grad_norm": 14.535902976989746,
|
| 119 |
+
"learning_rate": 6.4000000000000006e-06,
|
| 120 |
+
"loss": 0.5401,
|
| 121 |
+
"step": 160
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.14913915999561356,
|
| 125 |
+
"grad_norm": 19.689529418945312,
|
| 126 |
+
"learning_rate": 6.800000000000001e-06,
|
| 127 |
+
"loss": 0.5239,
|
| 128 |
+
"step": 170
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.1579120517600614,
|
| 132 |
+
"grad_norm": 27.909992218017578,
|
| 133 |
+
"learning_rate": 7.2000000000000005e-06,
|
| 134 |
+
"loss": 0.5906,
|
| 135 |
+
"step": 180
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.16668494352450927,
|
| 139 |
+
"grad_norm": 10.908613204956055,
|
| 140 |
+
"learning_rate": 7.600000000000001e-06,
|
| 141 |
+
"loss": 0.5276,
|
| 142 |
+
"step": 190
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.17545783528895711,
|
| 146 |
+
"grad_norm": 11.81062126159668,
|
| 147 |
+
"learning_rate": 8.000000000000001e-06,
|
| 148 |
+
"loss": 0.5355,
|
| 149 |
+
"step": 200
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.18423072705340499,
|
| 153 |
+
"grad_norm": 16.26637077331543,
|
| 154 |
+
"learning_rate": 8.400000000000001e-06,
|
| 155 |
+
"loss": 0.5265,
|
| 156 |
+
"step": 210
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.19300361881785283,
|
| 160 |
+
"grad_norm": 9.670770645141602,
|
| 161 |
+
"learning_rate": 8.8e-06,
|
| 162 |
+
"loss": 0.5206,
|
| 163 |
+
"step": 220
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.2017765105823007,
|
| 167 |
+
"grad_norm": 14.58901309967041,
|
| 168 |
+
"learning_rate": 9.200000000000002e-06,
|
| 169 |
+
"loss": 0.5791,
|
| 170 |
+
"step": 230
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.21054940234674854,
|
| 174 |
+
"grad_norm": 8.426600456237793,
|
| 175 |
+
"learning_rate": 9.600000000000001e-06,
|
| 176 |
+
"loss": 0.5681,
|
| 177 |
+
"step": 240
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.21932229411119641,
|
| 181 |
+
"grad_norm": 10.079155921936035,
|
| 182 |
+
"learning_rate": 1e-05,
|
| 183 |
+
"loss": 0.6321,
|
| 184 |
+
"step": 250
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.22809518587564426,
|
| 188 |
+
"grad_norm": 11.706363677978516,
|
| 189 |
+
"learning_rate": 1.04e-05,
|
| 190 |
+
"loss": 0.5798,
|
| 191 |
+
"step": 260
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.23686807764009213,
|
| 195 |
+
"grad_norm": 17.979509353637695,
|
| 196 |
+
"learning_rate": 1.0800000000000002e-05,
|
| 197 |
+
"loss": 0.5672,
|
| 198 |
+
"step": 270
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.24564096940453997,
|
| 202 |
+
"grad_norm": 10.209049224853516,
|
| 203 |
+
"learning_rate": 1.1200000000000001e-05,
|
| 204 |
+
"loss": 0.4833,
|
| 205 |
+
"step": 280
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.25441386116898784,
|
| 209 |
+
"grad_norm": 15.83713150024414,
|
| 210 |
+
"learning_rate": 1.16e-05,
|
| 211 |
+
"loss": 0.5465,
|
| 212 |
+
"step": 290
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.2631867529334357,
|
| 216 |
+
"grad_norm": 14.48042106628418,
|
| 217 |
+
"learning_rate": 1.2e-05,
|
| 218 |
+
"loss": 0.5025,
|
| 219 |
+
"step": 300
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.27195964469788353,
|
| 223 |
+
"grad_norm": 14.64489459991455,
|
| 224 |
+
"learning_rate": 1.2400000000000002e-05,
|
| 225 |
+
"loss": 0.4883,
|
| 226 |
+
"step": 310
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.2807325364623314,
|
| 230 |
+
"grad_norm": 19.78868865966797,
|
| 231 |
+
"learning_rate": 1.2800000000000001e-05,
|
| 232 |
+
"loss": 0.5079,
|
| 233 |
+
"step": 320
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.28950542822677927,
|
| 237 |
+
"grad_norm": 11.523838996887207,
|
| 238 |
+
"learning_rate": 1.3200000000000002e-05,
|
| 239 |
+
"loss": 0.5315,
|
| 240 |
+
"step": 330
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.2982783199912271,
|
| 244 |
+
"grad_norm": 7.584911346435547,
|
| 245 |
+
"learning_rate": 1.3600000000000002e-05,
|
| 246 |
+
"loss": 0.5383,
|
| 247 |
+
"step": 340
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.30705121175567496,
|
| 251 |
+
"grad_norm": 10.454729080200195,
|
| 252 |
+
"learning_rate": 1.4e-05,
|
| 253 |
+
"loss": 0.6835,
|
| 254 |
+
"step": 350
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.3158241035201228,
|
| 258 |
+
"grad_norm": 10.022806167602539,
|
| 259 |
+
"learning_rate": 1.4400000000000001e-05,
|
| 260 |
+
"loss": 0.625,
|
| 261 |
+
"step": 360
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.3245969952845707,
|
| 265 |
+
"grad_norm": 7.622408866882324,
|
| 266 |
+
"learning_rate": 1.48e-05,
|
| 267 |
+
"loss": 0.6109,
|
| 268 |
+
"step": 370
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 0.33336988704901854,
|
| 272 |
+
"grad_norm": 6.975420951843262,
|
| 273 |
+
"learning_rate": 1.5200000000000002e-05,
|
| 274 |
+
"loss": 0.5333,
|
| 275 |
+
"step": 380
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 0.3421427788134664,
|
| 279 |
+
"grad_norm": 10.684267044067383,
|
| 280 |
+
"learning_rate": 1.5600000000000003e-05,
|
| 281 |
+
"loss": 0.4575,
|
| 282 |
+
"step": 390
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 0.35091567057791423,
|
| 286 |
+
"grad_norm": 13.571067810058594,
|
| 287 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 288 |
+
"loss": 0.5544,
|
| 289 |
+
"step": 400
|
| 290 |
+
},
|
| 291 |
+
{
|
| 292 |
+
"epoch": 0.35968856234236213,
|
| 293 |
+
"grad_norm": 7.205085277557373,
|
| 294 |
+
"learning_rate": 1.64e-05,
|
| 295 |
+
"loss": 0.6155,
|
| 296 |
+
"step": 410
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 0.36846145410680997,
|
| 300 |
+
"grad_norm": 13.097399711608887,
|
| 301 |
+
"learning_rate": 1.6800000000000002e-05,
|
| 302 |
+
"loss": 0.5048,
|
| 303 |
+
"step": 420
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 0.3772343458712578,
|
| 307 |
+
"grad_norm": 16.442916870117188,
|
| 308 |
+
"learning_rate": 1.72e-05,
|
| 309 |
+
"loss": 0.4976,
|
| 310 |
+
"step": 430
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"epoch": 0.38600723763570566,
|
| 314 |
+
"grad_norm": 6.001971244812012,
|
| 315 |
+
"learning_rate": 1.76e-05,
|
| 316 |
+
"loss": 0.4145,
|
| 317 |
+
"step": 440
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 0.3947801294001535,
|
| 321 |
+
"grad_norm": 2.986736297607422,
|
| 322 |
+
"learning_rate": 1.8e-05,
|
| 323 |
+
"loss": 0.5126,
|
| 324 |
+
"step": 450
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 0.4035530211646014,
|
| 328 |
+
"grad_norm": 9.169132232666016,
|
| 329 |
+
"learning_rate": 1.8400000000000003e-05,
|
| 330 |
+
"loss": 0.5626,
|
| 331 |
+
"step": 460
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"epoch": 0.41232591292904924,
|
| 335 |
+
"grad_norm": 29.881427764892578,
|
| 336 |
+
"learning_rate": 1.88e-05,
|
| 337 |
+
"loss": 0.5039,
|
| 338 |
+
"step": 470
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 0.4210988046934971,
|
| 342 |
+
"grad_norm": 14.136128425598145,
|
| 343 |
+
"learning_rate": 1.9200000000000003e-05,
|
| 344 |
+
"loss": 0.4363,
|
| 345 |
+
"step": 480
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 0.42987169645794493,
|
| 349 |
+
"grad_norm": 10.021966934204102,
|
| 350 |
+
"learning_rate": 1.9600000000000002e-05,
|
| 351 |
+
"loss": 0.4673,
|
| 352 |
+
"step": 490
|
| 353 |
+
},
|
| 354 |
+
{
|
| 355 |
+
"epoch": 0.43864458822239283,
|
| 356 |
+
"grad_norm": 14.060495376586914,
|
| 357 |
+
"learning_rate": 2e-05,
|
| 358 |
+
"loss": 0.3646,
|
| 359 |
+
"step": 500
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 0.43864458822239283,
|
| 363 |
+
"eval_accuracy": 0.8244752121482805,
|
| 364 |
+
"eval_f1": 0.77834179357022,
|
| 365 |
+
"eval_loss": 0.4058316648006439,
|
| 366 |
+
"eval_precision": 0.8146399055489965,
|
| 367 |
+
"eval_recall": 0.7451403887688985,
|
| 368 |
+
"eval_runtime": 561.5176,
|
| 369 |
+
"eval_samples_per_second": 3.987,
|
| 370 |
+
"eval_steps_per_second": 0.499,
|
| 371 |
+
"step": 500
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 0.44741747998684067,
|
| 375 |
+
"grad_norm": 60.427162170410156,
|
| 376 |
+
"learning_rate": 1.968701095461659e-05,
|
| 377 |
+
"loss": 0.5038,
|
| 378 |
+
"step": 510
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 0.4561903717512885,
|
| 382 |
+
"grad_norm": 10.006261825561523,
|
| 383 |
+
"learning_rate": 1.9374021909233177e-05,
|
| 384 |
+
"loss": 0.4059,
|
| 385 |
+
"step": 520
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 0.46496326351573636,
|
| 389 |
+
"grad_norm": 7.567866802215576,
|
| 390 |
+
"learning_rate": 1.9061032863849767e-05,
|
| 391 |
+
"loss": 0.4314,
|
| 392 |
+
"step": 530
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 0.47373615528018426,
|
| 396 |
+
"grad_norm": 12.703323364257812,
|
| 397 |
+
"learning_rate": 1.8748043818466356e-05,
|
| 398 |
+
"loss": 0.2459,
|
| 399 |
+
"step": 540
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 0.4825090470446321,
|
| 403 |
+
"grad_norm": 3.947957754135132,
|
| 404 |
+
"learning_rate": 1.8435054773082942e-05,
|
| 405 |
+
"loss": 0.1668,
|
| 406 |
+
"step": 550
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 0.49128193880907994,
|
| 410 |
+
"grad_norm": 9.213306427001953,
|
| 411 |
+
"learning_rate": 1.8122065727699532e-05,
|
| 412 |
+
"loss": 0.2323,
|
| 413 |
+
"step": 560
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 0.5000548305735278,
|
| 417 |
+
"grad_norm": 0.25514841079711914,
|
| 418 |
+
"learning_rate": 1.780907668231612e-05,
|
| 419 |
+
"loss": 0.1923,
|
| 420 |
+
"step": 570
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 0.5088277223379757,
|
| 424 |
+
"grad_norm": 50.12841796875,
|
| 425 |
+
"learning_rate": 1.7496087636932707e-05,
|
| 426 |
+
"loss": 0.4251,
|
| 427 |
+
"step": 580
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"epoch": 0.5176006141024235,
|
| 431 |
+
"grad_norm": 6.860497951507568,
|
| 432 |
+
"learning_rate": 1.7183098591549297e-05,
|
| 433 |
+
"loss": 0.3019,
|
| 434 |
+
"step": 590
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 0.5263735058668714,
|
| 438 |
+
"grad_norm": 19.863380432128906,
|
| 439 |
+
"learning_rate": 1.6870109546165886e-05,
|
| 440 |
+
"loss": 0.1773,
|
| 441 |
+
"step": 600
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 0.5351463976313192,
|
| 445 |
+
"grad_norm": 0.8949945569038391,
|
| 446 |
+
"learning_rate": 1.6557120500782473e-05,
|
| 447 |
+
"loss": 0.1894,
|
| 448 |
+
"step": 610
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"epoch": 0.5439192893957671,
|
| 452 |
+
"grad_norm": 17.815959930419922,
|
| 453 |
+
"learning_rate": 1.6244131455399062e-05,
|
| 454 |
+
"loss": 0.2715,
|
| 455 |
+
"step": 620
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 0.5526921811602149,
|
| 459 |
+
"grad_norm": 12.630502700805664,
|
| 460 |
+
"learning_rate": 1.5931142410015648e-05,
|
| 461 |
+
"loss": 0.0829,
|
| 462 |
+
"step": 630
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 0.5614650729246627,
|
| 466 |
+
"grad_norm": 10.575263977050781,
|
| 467 |
+
"learning_rate": 1.5618153364632238e-05,
|
| 468 |
+
"loss": 0.1798,
|
| 469 |
+
"step": 640
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 0.5702379646891107,
|
| 473 |
+
"grad_norm": 18.799726486206055,
|
| 474 |
+
"learning_rate": 1.5305164319248827e-05,
|
| 475 |
+
"loss": 0.2497,
|
| 476 |
+
"step": 650
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 0.5790108564535585,
|
| 480 |
+
"grad_norm": 0.6230038404464722,
|
| 481 |
+
"learning_rate": 1.4992175273865417e-05,
|
| 482 |
+
"loss": 0.1408,
|
| 483 |
+
"step": 660
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 0.5877837482180064,
|
| 487 |
+
"grad_norm": 0.14638830721378326,
|
| 488 |
+
"learning_rate": 1.4679186228482005e-05,
|
| 489 |
+
"loss": 0.2073,
|
| 490 |
+
"step": 670
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"epoch": 0.5965566399824542,
|
| 494 |
+
"grad_norm": 11.391288757324219,
|
| 495 |
+
"learning_rate": 1.4366197183098594e-05,
|
| 496 |
+
"loss": 0.2668,
|
| 497 |
+
"step": 680
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 0.6053295317469021,
|
| 501 |
+
"grad_norm": 21.246145248413086,
|
| 502 |
+
"learning_rate": 1.4053208137715182e-05,
|
| 503 |
+
"loss": 0.157,
|
| 504 |
+
"step": 690
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 0.6141024235113499,
|
| 508 |
+
"grad_norm": 9.763635635375977,
|
| 509 |
+
"learning_rate": 1.374021909233177e-05,
|
| 510 |
+
"loss": 0.2703,
|
| 511 |
+
"step": 700
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 0.6228753152757978,
|
| 515 |
+
"grad_norm": 5.701905727386475,
|
| 516 |
+
"learning_rate": 1.342723004694836e-05,
|
| 517 |
+
"loss": 0.1502,
|
| 518 |
+
"step": 710
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 0.6316482070402456,
|
| 522 |
+
"grad_norm": 15.160579681396484,
|
| 523 |
+
"learning_rate": 1.3114241001564947e-05,
|
| 524 |
+
"loss": 0.1193,
|
| 525 |
+
"step": 720
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 0.6404210988046934,
|
| 529 |
+
"grad_norm": 0.9100450873374939,
|
| 530 |
+
"learning_rate": 1.2801251956181535e-05,
|
| 531 |
+
"loss": 0.1526,
|
| 532 |
+
"step": 730
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 0.6491939905691414,
|
| 536 |
+
"grad_norm": 1.2482988834381104,
|
| 537 |
+
"learning_rate": 1.2488262910798124e-05,
|
| 538 |
+
"loss": 0.0877,
|
| 539 |
+
"step": 740
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 0.6579668823335892,
|
| 543 |
+
"grad_norm": 33.362972259521484,
|
| 544 |
+
"learning_rate": 1.2175273865414712e-05,
|
| 545 |
+
"loss": 0.2326,
|
| 546 |
+
"step": 750
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 0.6667397740980371,
|
| 550 |
+
"grad_norm": 18.053966522216797,
|
| 551 |
+
"learning_rate": 1.18622848200313e-05,
|
| 552 |
+
"loss": 0.1339,
|
| 553 |
+
"step": 760
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"epoch": 0.6755126658624849,
|
| 557 |
+
"grad_norm": 0.13135869801044464,
|
| 558 |
+
"learning_rate": 1.1549295774647888e-05,
|
| 559 |
+
"loss": 0.111,
|
| 560 |
+
"step": 770
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 0.6842855576269328,
|
| 564 |
+
"grad_norm": 0.08466053754091263,
|
| 565 |
+
"learning_rate": 1.1236306729264477e-05,
|
| 566 |
+
"loss": 0.1719,
|
| 567 |
+
"step": 780
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 0.6930584493913806,
|
| 571 |
+
"grad_norm": 10.705062866210938,
|
| 572 |
+
"learning_rate": 1.0923317683881065e-05,
|
| 573 |
+
"loss": 0.271,
|
| 574 |
+
"step": 790
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"epoch": 0.7018313411558285,
|
| 578 |
+
"grad_norm": 21.25899314880371,
|
| 579 |
+
"learning_rate": 1.0610328638497653e-05,
|
| 580 |
+
"loss": 0.0995,
|
| 581 |
+
"step": 800
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 0.7106042329202763,
|
| 585 |
+
"grad_norm": 4.999286651611328,
|
| 586 |
+
"learning_rate": 1.0297339593114242e-05,
|
| 587 |
+
"loss": 0.0837,
|
| 588 |
+
"step": 810
|
| 589 |
+
},
|
| 590 |
+
{
|
| 591 |
+
"epoch": 0.7193771246847243,
|
| 592 |
+
"grad_norm": 8.578291893005371,
|
| 593 |
+
"learning_rate": 9.98435054773083e-06,
|
| 594 |
+
"loss": 0.1303,
|
| 595 |
+
"step": 820
|
| 596 |
+
},
|
| 597 |
+
{
|
| 598 |
+
"epoch": 0.7281500164491721,
|
| 599 |
+
"grad_norm": 14.489535331726074,
|
| 600 |
+
"learning_rate": 9.671361502347418e-06,
|
| 601 |
+
"loss": 0.0931,
|
| 602 |
+
"step": 830
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 0.7369229082136199,
|
| 606 |
+
"grad_norm": 0.21449220180511475,
|
| 607 |
+
"learning_rate": 9.358372456964007e-06,
|
| 608 |
+
"loss": 0.151,
|
| 609 |
+
"step": 840
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 0.7456957999780678,
|
| 613 |
+
"grad_norm": 6.524932384490967,
|
| 614 |
+
"learning_rate": 9.045383411580595e-06,
|
| 615 |
+
"loss": 0.0509,
|
| 616 |
+
"step": 850
|
| 617 |
+
},
|
| 618 |
+
{
|
| 619 |
+
"epoch": 0.7544686917425156,
|
| 620 |
+
"grad_norm": 12.212717056274414,
|
| 621 |
+
"learning_rate": 8.732394366197183e-06,
|
| 622 |
+
"loss": 0.2197,
|
| 623 |
+
"step": 860
|
| 624 |
+
},
|
| 625 |
+
{
|
| 626 |
+
"epoch": 0.7632415835069635,
|
| 627 |
+
"grad_norm": 7.826491832733154,
|
| 628 |
+
"learning_rate": 8.419405320813773e-06,
|
| 629 |
+
"loss": 0.1044,
|
| 630 |
+
"step": 870
|
| 631 |
+
},
|
| 632 |
+
{
|
| 633 |
+
"epoch": 0.7720144752714113,
|
| 634 |
+
"grad_norm": 0.8386934995651245,
|
| 635 |
+
"learning_rate": 8.10641627543036e-06,
|
| 636 |
+
"loss": 0.1518,
|
| 637 |
+
"step": 880
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"epoch": 0.7807873670358592,
|
| 641 |
+
"grad_norm": 0.19109545648097992,
|
| 642 |
+
"learning_rate": 7.79342723004695e-06,
|
| 643 |
+
"loss": 0.1311,
|
| 644 |
+
"step": 890
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"epoch": 0.789560258800307,
|
| 648 |
+
"grad_norm": 1.3321959972381592,
|
| 649 |
+
"learning_rate": 7.480438184663538e-06,
|
| 650 |
+
"loss": 0.0714,
|
| 651 |
+
"step": 900
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"epoch": 0.798333150564755,
|
| 655 |
+
"grad_norm": 8.981656074523926,
|
| 656 |
+
"learning_rate": 7.167449139280126e-06,
|
| 657 |
+
"loss": 0.1203,
|
| 658 |
+
"step": 910
|
| 659 |
+
},
|
| 660 |
+
{
|
| 661 |
+
"epoch": 0.8071060423292028,
|
| 662 |
+
"grad_norm": 0.2177647352218628,
|
| 663 |
+
"learning_rate": 6.854460093896714e-06,
|
| 664 |
+
"loss": 0.087,
|
| 665 |
+
"step": 920
|
| 666 |
+
},
|
| 667 |
+
{
|
| 668 |
+
"epoch": 0.8158789340936506,
|
| 669 |
+
"grad_norm": 1.4992311000823975,
|
| 670 |
+
"learning_rate": 6.541471048513303e-06,
|
| 671 |
+
"loss": 0.1357,
|
| 672 |
+
"step": 930
|
| 673 |
+
},
|
| 674 |
+
{
|
| 675 |
+
"epoch": 0.8246518258580985,
|
| 676 |
+
"grad_norm": 2.294389486312866,
|
| 677 |
+
"learning_rate": 6.228482003129891e-06,
|
| 678 |
+
"loss": 0.0661,
|
| 679 |
+
"step": 940
|
| 680 |
+
},
|
| 681 |
+
{
|
| 682 |
+
"epoch": 0.8334247176225463,
|
| 683 |
+
"grad_norm": 0.09688606858253479,
|
| 684 |
+
"learning_rate": 5.915492957746479e-06,
|
| 685 |
+
"loss": 0.0544,
|
| 686 |
+
"step": 950
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"epoch": 0.8421976093869942,
|
| 690 |
+
"grad_norm": 0.15929299592971802,
|
| 691 |
+
"learning_rate": 5.602503912363068e-06,
|
| 692 |
+
"loss": 0.07,
|
| 693 |
+
"step": 960
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"epoch": 0.850970501151442,
|
| 697 |
+
"grad_norm": 0.24913333356380463,
|
| 698 |
+
"learning_rate": 5.289514866979656e-06,
|
| 699 |
+
"loss": 0.0736,
|
| 700 |
+
"step": 970
|
| 701 |
+
},
|
| 702 |
+
{
|
| 703 |
+
"epoch": 0.8597433929158899,
|
| 704 |
+
"grad_norm": 23.65605926513672,
|
| 705 |
+
"learning_rate": 4.976525821596244e-06,
|
| 706 |
+
"loss": 0.0595,
|
| 707 |
+
"step": 980
|
| 708 |
+
},
|
| 709 |
+
{
|
| 710 |
+
"epoch": 0.8685162846803377,
|
| 711 |
+
"grad_norm": 14.373787879943848,
|
| 712 |
+
"learning_rate": 4.663536776212833e-06,
|
| 713 |
+
"loss": 0.1203,
|
| 714 |
+
"step": 990
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 0.8772891764447857,
|
| 718 |
+
"grad_norm": 1.452081322669983,
|
| 719 |
+
"learning_rate": 4.350547730829422e-06,
|
| 720 |
+
"loss": 0.0877,
|
| 721 |
+
"step": 1000
|
| 722 |
+
},
|
| 723 |
+
{
|
| 724 |
+
"epoch": 0.8772891764447857,
|
| 725 |
+
"eval_accuracy": 0.9584635998213488,
|
| 726 |
+
"eval_f1": 0.951232302045097,
|
| 727 |
+
"eval_loss": 0.1738564521074295,
|
| 728 |
+
"eval_precision": 0.9245667686034659,
|
| 729 |
+
"eval_recall": 0.9794816414686826,
|
| 730 |
+
"eval_runtime": 479.7572,
|
| 731 |
+
"eval_samples_per_second": 4.667,
|
| 732 |
+
"eval_steps_per_second": 0.584,
|
| 733 |
+
"step": 1000
|
| 734 |
+
},
|
| 735 |
+
{
|
| 736 |
+
"epoch": 0.8860620682092335,
|
| 737 |
+
"grad_norm": 7.37061882019043,
|
| 738 |
+
"learning_rate": 4.0375586854460095e-06,
|
| 739 |
+
"loss": 0.0067,
|
| 740 |
+
"step": 1010
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"epoch": 0.8948349599736813,
|
| 744 |
+
"grad_norm": 2.164485216140747,
|
| 745 |
+
"learning_rate": 3.724569640062598e-06,
|
| 746 |
+
"loss": 0.0256,
|
| 747 |
+
"step": 1020
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 0.9036078517381292,
|
| 751 |
+
"grad_norm": 20.99627685546875,
|
| 752 |
+
"learning_rate": 3.4115805946791864e-06,
|
| 753 |
+
"loss": 0.1531,
|
| 754 |
+
"step": 1030
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"epoch": 0.912380743502577,
|
| 758 |
+
"grad_norm": 10.877192497253418,
|
| 759 |
+
"learning_rate": 3.0985915492957746e-06,
|
| 760 |
+
"loss": 0.1619,
|
| 761 |
+
"step": 1040
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"epoch": 0.9211536352670249,
|
| 765 |
+
"grad_norm": 0.06543366611003876,
|
| 766 |
+
"learning_rate": 2.7856025039123637e-06,
|
| 767 |
+
"loss": 0.0532,
|
| 768 |
+
"step": 1050
|
| 769 |
+
},
|
| 770 |
+
{
|
| 771 |
+
"epoch": 0.9299265270314727,
|
| 772 |
+
"grad_norm": 1.2488692998886108,
|
| 773 |
+
"learning_rate": 2.4726134585289515e-06,
|
| 774 |
+
"loss": 0.0916,
|
| 775 |
+
"step": 1060
|
| 776 |
+
},
|
| 777 |
+
{
|
| 778 |
+
"epoch": 0.9386994187959206,
|
| 779 |
+
"grad_norm": 0.08849219232797623,
|
| 780 |
+
"learning_rate": 2.15962441314554e-06,
|
| 781 |
+
"loss": 0.0663,
|
| 782 |
+
"step": 1070
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"epoch": 0.9474723105603685,
|
| 786 |
+
"grad_norm": 82.8930892944336,
|
| 787 |
+
"learning_rate": 1.8466353677621286e-06,
|
| 788 |
+
"loss": 0.1457,
|
| 789 |
+
"step": 1080
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"epoch": 0.9562452023248164,
|
| 793 |
+
"grad_norm": 11.937994956970215,
|
| 794 |
+
"learning_rate": 1.5336463223787168e-06,
|
| 795 |
+
"loss": 0.0481,
|
| 796 |
+
"step": 1090
|
| 797 |
+
},
|
| 798 |
+
{
|
| 799 |
+
"epoch": 0.9650180940892642,
|
| 800 |
+
"grad_norm": 45.752872467041016,
|
| 801 |
+
"learning_rate": 1.2206572769953053e-06,
|
| 802 |
+
"loss": 0.1291,
|
| 803 |
+
"step": 1100
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"epoch": 0.973790985853712,
|
| 807 |
+
"grad_norm": 0.06413407623767853,
|
| 808 |
+
"learning_rate": 9.076682316118937e-07,
|
| 809 |
+
"loss": 0.0267,
|
| 810 |
+
"step": 1110
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"epoch": 0.9825638776181599,
|
| 814 |
+
"grad_norm": 11.743976593017578,
|
| 815 |
+
"learning_rate": 5.94679186228482e-07,
|
| 816 |
+
"loss": 0.1039,
|
| 817 |
+
"step": 1120
|
| 818 |
+
},
|
| 819 |
+
{
|
| 820 |
+
"epoch": 0.9913367693826077,
|
| 821 |
+
"grad_norm": 1.0850673913955688,
|
| 822 |
+
"learning_rate": 2.8169014084507043e-07,
|
| 823 |
+
"loss": 0.0433,
|
| 824 |
+
"step": 1130
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"epoch": 0.9992323719706108,
|
| 828 |
+
"step": 1139,
|
| 829 |
+
"total_flos": 1.186312889546834e+17,
|
| 830 |
+
"train_loss": 0.3326558042530222,
|
| 831 |
+
"train_runtime": 10607.6074,
|
| 832 |
+
"train_samples_per_second": 1.719,
|
| 833 |
+
"train_steps_per_second": 0.107
|
| 834 |
+
}
|
| 835 |
+
],
|
| 836 |
+
"logging_steps": 10,
|
| 837 |
+
"max_steps": 1139,
|
| 838 |
+
"num_input_tokens_seen": 0,
|
| 839 |
+
"num_train_epochs": 1,
|
| 840 |
+
"save_steps": 500,
|
| 841 |
+
"stateful_callbacks": {
|
| 842 |
+
"TrainerControl": {
|
| 843 |
+
"args": {
|
| 844 |
+
"should_epoch_stop": false,
|
| 845 |
+
"should_evaluate": false,
|
| 846 |
+
"should_log": false,
|
| 847 |
+
"should_save": true,
|
| 848 |
+
"should_training_stop": true
|
| 849 |
+
},
|
| 850 |
+
"attributes": {}
|
| 851 |
+
}
|
| 852 |
+
},
|
| 853 |
+
"total_flos": 1.186312889546834e+17,
|
| 854 |
+
"train_batch_size": 2,
|
| 855 |
+
"trial_name": null,
|
| 856 |
+
"trial_params": null
|
| 857 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:185bb8da64d30c2f1590f7ca1e9c3108494862be5ded5b4ad92d67dddd881ed0
|
| 3 |
+
size 5496
|
training_info.txt
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
==================================================
|
| 3 |
+
TRAINING CONFIGURATION
|
| 4 |
+
==================================================
|
| 5 |
+
GPU: NVIDIA RTX 6000 Ada Generation
|
| 6 |
+
Host IP: 132.72.180.129
|
| 7 |
+
Model: dicta-il/neodictabert
|
| 8 |
+
Output dir: /home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225
|
| 9 |
+
Batch size: 2
|
| 10 |
+
Learning rate: 2e-05
|
| 11 |
+
Epochs: 1.0
|
| 12 |
+
Max seq length: 4096
|
| 13 |
+
Labels: ['contradiction', 'entailment']
|
| 14 |
+
==================================================
|
| 15 |
+
|
| 16 |
+
✅ Arguments saved to /home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/training_info_args.json
|
| 17 |
+
|
| 18 |
+
Dataset sizes - Train: 18238, Val: 2239, Test: 2918
|
| 19 |
+
Train file: /home/avramit/classifier/04122025/datasets/classifier/mergearticlesummarylevel/train.csv
|
| 20 |
+
Val file: /home/avramit/classifier/01122025/datasets/classifiers/validation.csv
|
| 21 |
+
Test file: /home/avramit/classifier/01122025/datasets/classifiers/test.csv
|
| 22 |
+
|
| 23 |
+
✅ Predictions saved to /home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/predictions.txt
|
| 24 |
+
✅ Predictions CSV saved to /home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/predictions.csv
|
training_info_args.json
ADDED
|
@@ -0,0 +1,175 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"timestamp": "2025-12-04 08:47:13",
|
| 3 |
+
"model_args": {
|
| 4 |
+
"model_name_or_path": "dicta-il/neodictabert",
|
| 5 |
+
"language": "he",
|
| 6 |
+
"train_language": "he",
|
| 7 |
+
"config_name": null,
|
| 8 |
+
"tokenizer_name": null,
|
| 9 |
+
"cache_dir": null,
|
| 10 |
+
"do_lower_case": false,
|
| 11 |
+
"use_fast_tokenizer": true,
|
| 12 |
+
"model_revision": "main",
|
| 13 |
+
"use_auth_token": false,
|
| 14 |
+
"ignore_mismatched_sizes": false
|
| 15 |
+
},
|
| 16 |
+
"data_args": {
|
| 17 |
+
"max_seq_length": 4096,
|
| 18 |
+
"overwrite_cache": false,
|
| 19 |
+
"get_predict_scores": false,
|
| 20 |
+
"pad_to_max_length": true,
|
| 21 |
+
"max_train_samples": null,
|
| 22 |
+
"max_eval_samples": null,
|
| 23 |
+
"max_predict_samples": null,
|
| 24 |
+
"train_file": "/home/avramit/classifier/04122025/datasets/classifier/mergearticlesummarylevel/train.csv",
|
| 25 |
+
"validation_file": "/home/avramit/classifier/01122025/datasets/classifiers/validation.csv",
|
| 26 |
+
"test_file": "/home/avramit/classifier/01122025/datasets/classifiers/test.csv"
|
| 27 |
+
},
|
| 28 |
+
"training_args": {
|
| 29 |
+
"output_dir": "/home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225",
|
| 30 |
+
"overwrite_output_dir": true,
|
| 31 |
+
"do_train": true,
|
| 32 |
+
"do_eval": true,
|
| 33 |
+
"do_predict": true,
|
| 34 |
+
"eval_strategy": "steps",
|
| 35 |
+
"prediction_loss_only": false,
|
| 36 |
+
"per_device_train_batch_size": 2,
|
| 37 |
+
"per_device_eval_batch_size": 8,
|
| 38 |
+
"per_gpu_train_batch_size": null,
|
| 39 |
+
"per_gpu_eval_batch_size": null,
|
| 40 |
+
"gradient_accumulation_steps": 8,
|
| 41 |
+
"eval_accumulation_steps": null,
|
| 42 |
+
"eval_delay": 0,
|
| 43 |
+
"torch_empty_cache_steps": null,
|
| 44 |
+
"learning_rate": 2e-05,
|
| 45 |
+
"weight_decay": 0.01,
|
| 46 |
+
"adam_beta1": 0.9,
|
| 47 |
+
"adam_beta2": 0.999,
|
| 48 |
+
"adam_epsilon": 1e-08,
|
| 49 |
+
"max_grad_norm": 1.0,
|
| 50 |
+
"num_train_epochs": 1.0,
|
| 51 |
+
"max_steps": -1,
|
| 52 |
+
"lr_scheduler_type": "linear",
|
| 53 |
+
"lr_scheduler_kwargs": {},
|
| 54 |
+
"warmup_ratio": 0.0,
|
| 55 |
+
"warmup_steps": 500,
|
| 56 |
+
"log_level": "passive",
|
| 57 |
+
"log_level_replica": "warning",
|
| 58 |
+
"log_on_each_node": true,
|
| 59 |
+
"logging_dir": "/home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225/runs/Dec04_08-47-08_ise-cpu256-29.auth.ad.bgu.ac.il",
|
| 60 |
+
"logging_strategy": "steps",
|
| 61 |
+
"logging_first_step": false,
|
| 62 |
+
"logging_steps": 10,
|
| 63 |
+
"logging_nan_inf_filter": true,
|
| 64 |
+
"save_strategy": "steps",
|
| 65 |
+
"save_steps": 500,
|
| 66 |
+
"save_total_limit": 1,
|
| 67 |
+
"save_safetensors": true,
|
| 68 |
+
"save_on_each_node": false,
|
| 69 |
+
"save_only_model": false,
|
| 70 |
+
"restore_callback_states_from_checkpoint": false,
|
| 71 |
+
"no_cuda": false,
|
| 72 |
+
"use_cpu": false,
|
| 73 |
+
"use_mps_device": false,
|
| 74 |
+
"seed": 42,
|
| 75 |
+
"data_seed": null,
|
| 76 |
+
"jit_mode_eval": false,
|
| 77 |
+
"use_ipex": false,
|
| 78 |
+
"bf16": false,
|
| 79 |
+
"fp16": false,
|
| 80 |
+
"fp16_opt_level": "O1",
|
| 81 |
+
"half_precision_backend": "auto",
|
| 82 |
+
"bf16_full_eval": false,
|
| 83 |
+
"fp16_full_eval": false,
|
| 84 |
+
"tf32": null,
|
| 85 |
+
"local_rank": 0,
|
| 86 |
+
"ddp_backend": null,
|
| 87 |
+
"tpu_num_cores": null,
|
| 88 |
+
"tpu_metrics_debug": false,
|
| 89 |
+
"debug": [],
|
| 90 |
+
"dataloader_drop_last": false,
|
| 91 |
+
"eval_steps": 500,
|
| 92 |
+
"dataloader_num_workers": 0,
|
| 93 |
+
"dataloader_prefetch_factor": null,
|
| 94 |
+
"past_index": -1,
|
| 95 |
+
"run_name": "/home/avramit/classifier/04122025/classifier/binary/neodictabert-finetuned-binary-041225",
|
| 96 |
+
"disable_tqdm": false,
|
| 97 |
+
"remove_unused_columns": true,
|
| 98 |
+
"label_names": null,
|
| 99 |
+
"load_best_model_at_end": true,
|
| 100 |
+
"metric_for_best_model": "eval_f1",
|
| 101 |
+
"greater_is_better": true,
|
| 102 |
+
"ignore_data_skip": false,
|
| 103 |
+
"fsdp": [],
|
| 104 |
+
"fsdp_min_num_params": 0,
|
| 105 |
+
"fsdp_config": {
|
| 106 |
+
"min_num_params": 0,
|
| 107 |
+
"xla": false,
|
| 108 |
+
"xla_fsdp_v2": false,
|
| 109 |
+
"xla_fsdp_grad_ckpt": false
|
| 110 |
+
},
|
| 111 |
+
"fsdp_transformer_layer_cls_to_wrap": null,
|
| 112 |
+
"accelerator_config": {
|
| 113 |
+
"split_batches": false,
|
| 114 |
+
"dispatch_batches": null,
|
| 115 |
+
"even_batches": true,
|
| 116 |
+
"use_seedable_sampler": true,
|
| 117 |
+
"non_blocking": false,
|
| 118 |
+
"gradient_accumulation_kwargs": null
|
| 119 |
+
},
|
| 120 |
+
"deepspeed": null,
|
| 121 |
+
"label_smoothing_factor": 0.0,
|
| 122 |
+
"optim": "adamw_torch",
|
| 123 |
+
"optim_args": null,
|
| 124 |
+
"adafactor": false,
|
| 125 |
+
"group_by_length": false,
|
| 126 |
+
"length_column_name": "length",
|
| 127 |
+
"report_to": [
|
| 128 |
+
"wandb"
|
| 129 |
+
],
|
| 130 |
+
"ddp_find_unused_parameters": null,
|
| 131 |
+
"ddp_bucket_cap_mb": null,
|
| 132 |
+
"ddp_broadcast_buffers": null,
|
| 133 |
+
"dataloader_pin_memory": true,
|
| 134 |
+
"dataloader_persistent_workers": false,
|
| 135 |
+
"skip_memory_metrics": true,
|
| 136 |
+
"use_legacy_prediction_loop": false,
|
| 137 |
+
"push_to_hub": false,
|
| 138 |
+
"resume_from_checkpoint": null,
|
| 139 |
+
"hub_model_id": null,
|
| 140 |
+
"hub_strategy": "every_save",
|
| 141 |
+
"hub_token": "<HUB_TOKEN>",
|
| 142 |
+
"hub_private_repo": null,
|
| 143 |
+
"hub_always_push": false,
|
| 144 |
+
"gradient_checkpointing": false,
|
| 145 |
+
"gradient_checkpointing_kwargs": null,
|
| 146 |
+
"include_inputs_for_metrics": false,
|
| 147 |
+
"include_for_metrics": [],
|
| 148 |
+
"eval_do_concat_batches": true,
|
| 149 |
+
"fp16_backend": "auto",
|
| 150 |
+
"evaluation_strategy": "steps",
|
| 151 |
+
"push_to_hub_model_id": null,
|
| 152 |
+
"push_to_hub_organization": null,
|
| 153 |
+
"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
|
| 154 |
+
"mp_parameters": "",
|
| 155 |
+
"auto_find_batch_size": false,
|
| 156 |
+
"full_determinism": false,
|
| 157 |
+
"torchdynamo": null,
|
| 158 |
+
"ray_scope": "last",
|
| 159 |
+
"ddp_timeout": 1800,
|
| 160 |
+
"torch_compile": false,
|
| 161 |
+
"torch_compile_backend": null,
|
| 162 |
+
"torch_compile_mode": null,
|
| 163 |
+
"dispatch_batches": null,
|
| 164 |
+
"split_batches": null,
|
| 165 |
+
"include_tokens_per_second": false,
|
| 166 |
+
"include_num_input_tokens_seen": false,
|
| 167 |
+
"neftune_noise_alpha": null,
|
| 168 |
+
"optim_target_modules": null,
|
| 169 |
+
"batch_eval_metrics": false,
|
| 170 |
+
"eval_on_start": false,
|
| 171 |
+
"use_liger_kernel": false,
|
| 172 |
+
"eval_use_gather_object": false,
|
| 173 |
+
"average_tokens_across_devices": false
|
| 174 |
+
}
|
| 175 |
+
}
|
vocab.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0fb90bfa35244d26f0065d1fcd0b5becc3da3d44d616a7e2aacaf6320b9fa2d0
|
| 3 |
+
size 1500244
|