init
Browse files- config.json +26 -0
- eval_results.txt +12 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.txt +3 -0
- trainer_state.json +467 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
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{
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"_name_or_path": "result/my-sup-simcse-roberta-large_filtered_final_nli_pos_neg",
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"architectures": [
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"RobertaModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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| 14 |
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 16,
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| 19 |
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"num_hidden_layers": 24,
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| 20 |
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"transformers_version": "4.2.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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eval_results.txt
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epoch = 3.0
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eval_CR = 92.03
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eval_MPQA = 90.02
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eval_MR = 85.79
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eval_MRPC = 75.88
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eval_SST2 = 90.6
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eval_SUBJ = 93.83
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eval_TREC = 78.45
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eval_avg_sts = 0.8592572635193997
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eval_avg_transfer = 86.65714285714286
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eval_sickr_spearman = 0.8466042631732152
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eval_stsb_spearman = 0.8719102638655841
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merges.txt
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The diff for this file is too large to render.
See raw diff
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dae3fe96516ed00bf22599553563a6daa3226da88d861de5bf978adf75d664d0
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size 3263697285
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a32eb1d605815d67e24686f79cf1a7006ad27d1c346994a11dfd54b0e928f6a4
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size 1631864773
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef4f584307c0f1a756d7cd99433942d99175ca67c41442a5649863e39c6ca8c9
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size 627
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "name_or_path": "roberta-large"}
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train_results.txt
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epoch = 3.0
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train_runtime = 3580.3029
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train_samples_per_second = 0.431
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trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8592572635193997,
|
| 3 |
+
"best_model_checkpoint": "result/my-sup-simcse-roberta-large_filtered_final_nli_pos_neg",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
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"global_step": 1542,
|
| 6 |
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"is_hyper_param_search": false,
|
| 7 |
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"is_local_process_zero": true,
|
| 8 |
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"is_world_process_zero": true,
|
| 9 |
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"log_history": [
|
| 10 |
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{
|
| 11 |
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"epoch": 0.05,
|
| 12 |
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"eval_avg_sts": 0.38903997598842077,
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| 13 |
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"eval_sickr_spearman": 0.3422475345413293,
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| 14 |
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"eval_stsb_spearman": 0.4358324174355123,
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| 15 |
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"step": 25
|
| 16 |
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},
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| 17 |
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{
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| 18 |
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"epoch": 0.1,
|
| 19 |
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"eval_avg_sts": 0.7948315851126678,
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| 20 |
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"eval_sickr_spearman": 0.7633529637036648,
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| 21 |
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"eval_stsb_spearman": 0.8263102065216709,
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| 22 |
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"step": 50
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| 23 |
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},
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| 24 |
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{
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| 25 |
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"epoch": 0.15,
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| 26 |
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"eval_avg_sts": 0.832614438173249,
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| 27 |
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"eval_sickr_spearman": 0.8162565802271669,
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| 28 |
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"eval_stsb_spearman": 0.848972296119331,
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| 29 |
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"step": 75
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| 30 |
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},
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| 31 |
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{
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| 32 |
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"epoch": 0.19,
|
| 33 |
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"eval_avg_sts": 0.837867574586473,
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| 34 |
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"eval_sickr_spearman": 0.8242750363945497,
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| 35 |
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"eval_stsb_spearman": 0.8514601127783963,
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| 36 |
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"step": 100
|
| 37 |
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},
|
| 38 |
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{
|
| 39 |
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"epoch": 0.24,
|
| 40 |
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"eval_avg_sts": 0.8359050915516192,
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| 41 |
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"eval_sickr_spearman": 0.8232498125343531,
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| 42 |
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"eval_stsb_spearman": 0.8485603705688852,
|
| 43 |
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"step": 125
|
| 44 |
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},
|
| 45 |
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{
|
| 46 |
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"epoch": 0.29,
|
| 47 |
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"eval_avg_sts": 0.8396735422853538,
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| 48 |
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"eval_sickr_spearman": 0.8239864175060081,
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| 49 |
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"eval_stsb_spearman": 0.8553606670646995,
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| 50 |
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"step": 150
|
| 51 |
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},
|
| 52 |
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{
|
| 53 |
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"epoch": 0.34,
|
| 54 |
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"eval_avg_sts": 0.8406033233672054,
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| 55 |
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"eval_sickr_spearman": 0.8250130822992476,
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| 56 |
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"eval_stsb_spearman": 0.8561935644351634,
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| 57 |
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"step": 175
|
| 58 |
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},
|
| 59 |
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{
|
| 60 |
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"epoch": 0.39,
|
| 61 |
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"eval_avg_sts": 0.8400202980074645,
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| 62 |
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"eval_sickr_spearman": 0.8286637822262545,
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| 63 |
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"eval_stsb_spearman": 0.8513768137886746,
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| 64 |
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"step": 200
|
| 65 |
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},
|
| 66 |
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{
|
| 67 |
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| 438 |
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| 440 |
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| 441 |
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| 447 |
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| 448 |
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| 449 |
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| 450 |
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| 454 |
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| 455 |
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| 460 |
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| 461 |
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| 462 |
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| 464 |
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| 467 |
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:f382bbd67a9e293c809c1aba183765f62ceb4dfc6e670b0088bd3fcd5338fcdb
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| 3 |
+
size 2107
|
vocab.json
ADDED
|
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|
|