Upload 47 files
Browse filesOther related trainings and config specs.
Reality: Dumping old files that may be related tbh.
- v2xl new/added_tokens.json +1 -0
- v2xl new/config.json +48 -0
- v2xl new/optimizer.pt +3 -0
- v2xl new/pytorch_model.bin +3 -0
- v2xl new/rng_state.pth +3 -0
- v2xl new/scheduler.pt +3 -0
- v2xl new/special_tokens_map.json +1 -0
- v2xl new/spm.model +3 -0
- v2xl new/tokenizer_config.json +1 -0
- v2xl new/trainer_state.json +142 -0
- v2xl new/training_args.bin +3 -0
- v2xl/added_tokens.json +1 -0
- v2xl/config.json +48 -0
- v2xl/optimizer.pt +3 -0
- v2xl/pytorch_model.bin +3 -0
- v2xl/rng_state.pth +3 -0
- v2xl/scaler.pt +3 -0
- v2xl/scheduler.pt +3 -0
- v2xl/special_tokens_map.json +1 -0
- v2xl/spm.model +3 -0
- v2xl/tokenizer_config.json +1 -0
- v2xl/trainer_state.json +61 -0
- v2xl/training_args.bin +3 -0
- v3-1 epoch/added_tokens.json +1 -0
- v3-1 epoch/config.json +45 -0
- v3-1 epoch/optimizer.pt +3 -0
- v3-1 epoch/pytorch_model.bin +3 -0
- v3-1 epoch/rng_state.pth +3 -0
- v3-1 epoch/scaler.pt +3 -0
- v3-1 epoch/scheduler.pt +3 -0
- v3-1 epoch/special_tokens_map.json +1 -0
- v3-1 epoch/spm.model +3 -0
- v3-1 epoch/tokenizer_config.json +1 -0
- v3-1 epoch/trainer_state.json +31 -0
- v3-1 epoch/training_args.bin +3 -0
- v3perfect/README.md +77 -0
- v3perfect/added_tokens.json +1 -0
- v3perfect/all_results.json +14 -0
- v3perfect/config.json +46 -0
- v3perfect/eval_results.json +9 -0
- v3perfect/pytorch_model.bin +3 -0
- v3perfect/special_tokens_map.json +1 -0
- v3perfect/spm.model +3 -0
- v3perfect/tokenizer_config.json +1 -0
- v3perfect/train_results.json +8 -0
- v3perfect/trainer_state.json +61 -0
- v3perfect/training_args.bin +3 -0
v2xl new/added_tokens.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"[MASK]": 128000}
|
v2xl new/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/deberta-v2-xlarge",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DebertaV2ForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_head_size": 64,
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"conv_act": "gelu",
|
| 9 |
+
"conv_kernel_size": 3,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 1536,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "entailment",
|
| 15 |
+
"1": "neutral",
|
| 16 |
+
"2": "contradiction"
|
| 17 |
+
},
|
| 18 |
+
"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 6144,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"contradiction": 2,
|
| 22 |
+
"entailment": 0,
|
| 23 |
+
"neutral": 1
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-07,
|
| 26 |
+
"max_position_embeddings": 512,
|
| 27 |
+
"max_relative_positions": -1,
|
| 28 |
+
"model_type": "deberta-v2",
|
| 29 |
+
"norm_rel_ebd": "layer_norm",
|
| 30 |
+
"num_attention_heads": 24,
|
| 31 |
+
"num_hidden_layers": 24,
|
| 32 |
+
"pad_token_id": 0,
|
| 33 |
+
"pooler_dropout": 0,
|
| 34 |
+
"pooler_hidden_act": "gelu",
|
| 35 |
+
"pooler_hidden_size": 1536,
|
| 36 |
+
"pos_att_type": [
|
| 37 |
+
"p2c",
|
| 38 |
+
"c2p"
|
| 39 |
+
],
|
| 40 |
+
"position_biased_input": false,
|
| 41 |
+
"position_buckets": 256,
|
| 42 |
+
"relative_attention": true,
|
| 43 |
+
"share_att_key": true,
|
| 44 |
+
"torch_dtype": "float32",
|
| 45 |
+
"transformers_version": "4.13.0.dev0",
|
| 46 |
+
"type_vocab_size": 0,
|
| 47 |
+
"vocab_size": 128100
|
| 48 |
+
}
|
v2xl new/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:530418a25fba745d473ef256d49a8f3cca60ef89ae3debb6381fe55f8390def2
|
| 3 |
+
size 7095909461
|
v2xl new/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:41fdfc7b911784d7dbc7dda1799ccf596dd5f714c996e63be6963589eac6dda7
|
| 3 |
+
size 3548003107
|
v2xl new/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:51eeb1baaf5f33fb8143692004df6c9d9552068e7f238321952b0945ea8ffa6a
|
| 3 |
+
size 14503
|
v2xl new/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc7dbc6ad7398c51b4230f8710686075fb7cff6597c69383b0209345fdcfba63
|
| 3 |
+
size 623
|
v2xl new/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
v2xl new/spm.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5598d5e96f339a8d980c15f9afd405a2e5e1be7db41de3ed13b0f03fac1e8c17
|
| 3 |
+
size 2447305
|
v2xl new/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"do_lower_case": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "split_by_punct": false, "sp_model_kwargs": {}, "vocab_type": "spm", "model_max_length": 512, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "microsoft/deberta-v2-xlarge", "tokenizer_class": "DebertaV2Tokenizer"}
|
v2xl new/trainer_state.json
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9068051101949407,
|
| 3 |
+
"best_model_checkpoint": "./resultsv3l32/output/checkpoint-294528",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"global_step": 392704,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.25,
|
| 12 |
+
"learning_rate": 4.681694100391135e-06,
|
| 13 |
+
"loss": 0.5874,
|
| 14 |
+
"step": 25000
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.51,
|
| 18 |
+
"learning_rate": 4.363388200782269e-06,
|
| 19 |
+
"loss": 0.5086,
|
| 20 |
+
"step": 50000
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 0.76,
|
| 24 |
+
"learning_rate": 4.045082301173403e-06,
|
| 25 |
+
"loss": 0.48,
|
| 26 |
+
"step": 75000
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.0,
|
| 30 |
+
"eval_accuracy": 0.9011044943248333,
|
| 31 |
+
"eval_loss": 0.47157734632492065,
|
| 32 |
+
"eval_runtime": 213.0954,
|
| 33 |
+
"eval_samples_per_second": 92.198,
|
| 34 |
+
"eval_steps_per_second": 23.051,
|
| 35 |
+
"step": 98176
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 1.02,
|
| 39 |
+
"learning_rate": 3.7267764015645376e-06,
|
| 40 |
+
"loss": 0.4559,
|
| 41 |
+
"step": 100000
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"epoch": 1.27,
|
| 45 |
+
"learning_rate": 3.408470501955672e-06,
|
| 46 |
+
"loss": 0.3309,
|
| 47 |
+
"step": 125000
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 1.53,
|
| 51 |
+
"learning_rate": 3.0901646023468064e-06,
|
| 52 |
+
"loss": 0.3398,
|
| 53 |
+
"step": 150000
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 1.78,
|
| 57 |
+
"learning_rate": 2.77185870273794e-06,
|
| 58 |
+
"loss": 0.3382,
|
| 59 |
+
"step": 175000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 2.0,
|
| 63 |
+
"eval_accuracy": 0.9044128874637349,
|
| 64 |
+
"eval_loss": 0.5638315081596375,
|
| 65 |
+
"eval_runtime": 212.5015,
|
| 66 |
+
"eval_samples_per_second": 92.456,
|
| 67 |
+
"eval_steps_per_second": 23.115,
|
| 68 |
+
"step": 196352
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 2.04,
|
| 72 |
+
"learning_rate": 2.4535528031290744e-06,
|
| 73 |
+
"loss": 0.3082,
|
| 74 |
+
"step": 200000
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 2.29,
|
| 78 |
+
"learning_rate": 2.135246903520209e-06,
|
| 79 |
+
"loss": 0.1952,
|
| 80 |
+
"step": 225000
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 2.55,
|
| 84 |
+
"learning_rate": 1.816941003911343e-06,
|
| 85 |
+
"loss": 0.2029,
|
| 86 |
+
"step": 250000
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 2.8,
|
| 90 |
+
"learning_rate": 1.4986351043024774e-06,
|
| 91 |
+
"loss": 0.2027,
|
| 92 |
+
"step": 275000
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 3.0,
|
| 96 |
+
"eval_accuracy": 0.9068051101949407,
|
| 97 |
+
"eval_loss": 0.6681745052337646,
|
| 98 |
+
"eval_runtime": 212.8042,
|
| 99 |
+
"eval_samples_per_second": 92.324,
|
| 100 |
+
"eval_steps_per_second": 23.082,
|
| 101 |
+
"step": 294528
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 3.06,
|
| 105 |
+
"learning_rate": 1.1803292046936116e-06,
|
| 106 |
+
"loss": 0.1771,
|
| 107 |
+
"step": 300000
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 3.31,
|
| 111 |
+
"learning_rate": 8.620233050847459e-07,
|
| 112 |
+
"loss": 0.1124,
|
| 113 |
+
"step": 325000
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 3.57,
|
| 117 |
+
"learning_rate": 5.437174054758801e-07,
|
| 118 |
+
"loss": 0.1095,
|
| 119 |
+
"step": 350000
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 3.82,
|
| 123 |
+
"learning_rate": 2.2541150586701436e-07,
|
| 124 |
+
"loss": 0.1038,
|
| 125 |
+
"step": 375000
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 4.0,
|
| 129 |
+
"eval_accuracy": 0.9064997200590421,
|
| 130 |
+
"eval_loss": 0.7638580799102783,
|
| 131 |
+
"eval_runtime": 211.2725,
|
| 132 |
+
"eval_samples_per_second": 92.994,
|
| 133 |
+
"eval_steps_per_second": 23.25,
|
| 134 |
+
"step": 392704
|
| 135 |
+
}
|
| 136 |
+
],
|
| 137 |
+
"max_steps": 392704,
|
| 138 |
+
"num_train_epochs": 4,
|
| 139 |
+
"total_flos": 3.755067886948521e+17,
|
| 140 |
+
"trial_name": null,
|
| 141 |
+
"trial_params": null
|
| 142 |
+
}
|
v2xl new/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:937df70044f985ff8dee511a2bc22fca38bfcadff7c2ef74fd252af4bd7e9dd2
|
| 3 |
+
size 2799
|
v2xl/added_tokens.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"[MASK]": 128000}
|
v2xl/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/deberta-v2-xlarge",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DebertaV2ForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_head_size": 64,
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"conv_act": "gelu",
|
| 9 |
+
"conv_kernel_size": 3,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 1536,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "entailment",
|
| 15 |
+
"1": "neutral",
|
| 16 |
+
"2": "contradiction"
|
| 17 |
+
},
|
| 18 |
+
"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 6144,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"contradiction": 2,
|
| 22 |
+
"entailment": 0,
|
| 23 |
+
"neutral": 1
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-07,
|
| 26 |
+
"max_position_embeddings": 512,
|
| 27 |
+
"max_relative_positions": -1,
|
| 28 |
+
"model_type": "deberta-v2",
|
| 29 |
+
"norm_rel_ebd": "layer_norm",
|
| 30 |
+
"num_attention_heads": 24,
|
| 31 |
+
"num_hidden_layers": 24,
|
| 32 |
+
"pad_token_id": 0,
|
| 33 |
+
"pooler_dropout": 0,
|
| 34 |
+
"pooler_hidden_act": "gelu",
|
| 35 |
+
"pooler_hidden_size": 1536,
|
| 36 |
+
"pos_att_type": [
|
| 37 |
+
"p2c",
|
| 38 |
+
"c2p"
|
| 39 |
+
],
|
| 40 |
+
"position_biased_input": false,
|
| 41 |
+
"position_buckets": 256,
|
| 42 |
+
"relative_attention": true,
|
| 43 |
+
"share_att_key": true,
|
| 44 |
+
"torch_dtype": "float32",
|
| 45 |
+
"transformers_version": "4.13.0.dev0",
|
| 46 |
+
"type_vocab_size": 0,
|
| 47 |
+
"vocab_size": 128100
|
| 48 |
+
}
|
v2xl/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aea3c98817c299ee60aacdebd14f4a08035dbe524378bcf64407b3e07da43d90
|
| 3 |
+
size 7095909461
|
v2xl/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63a1f786762c51cfec4d1514e2a566964637358788a892dbd9592dc4123ac1cc
|
| 3 |
+
size 3548003107
|
v2xl/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83f2eb52ce3fdf6765605cdca2051f8bbf6ea652fc1f29b5232a2dd3f0a25408
|
| 3 |
+
size 14503
|
v2xl/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1930bfa221eacebdb1f3b51ae8fa0d37b8a67db926a6a1c3b36f1929a2861dc1
|
| 3 |
+
size 559
|
v2xl/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2b0b995dc2f9ae2800cc5b64a6adfaccac0ce1dea781c260e20894f495b81f6f
|
| 3 |
+
size 623
|
v2xl/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
v2xl/spm.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5598d5e96f339a8d980c15f9afd405a2e5e1be7db41de3ed13b0f03fac1e8c17
|
| 3 |
+
size 2447305
|
v2xl/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"do_lower_case": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "split_by_punct": false, "sp_model_kwargs": {}, "vocab_type": "spm", "model_max_length": 512, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "microsoft/deberta-v2-xlarge", "tokenizer_class": "DebertaV2Tokenizer"}
|
v2xl/trainer_state.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9058380414312618,
|
| 3 |
+
"best_model_checkpoint": "./resultsv2xl/output/checkpoint-294528",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"global_step": 294528,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 4.2562126159447515e-06,
|
| 13 |
+
"loss": 0.527,
|
| 14 |
+
"step": 98176
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.8983559831017458,
|
| 19 |
+
"eval_loss": 0.4922527074813843,
|
| 20 |
+
"eval_runtime": 231.3267,
|
| 21 |
+
"eval_samples_per_second": 84.932,
|
| 22 |
+
"eval_steps_per_second": 21.234,
|
| 23 |
+
"step": 98176
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 2.0,
|
| 27 |
+
"learning_rate": 2.1293307712312536e-06,
|
| 28 |
+
"loss": 0.3335,
|
| 29 |
+
"step": 196352
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.0,
|
| 33 |
+
"eval_accuracy": 0.9027332417162925,
|
| 34 |
+
"eval_loss": 0.5514769554138184,
|
| 35 |
+
"eval_runtime": 231.2763,
|
| 36 |
+
"eval_samples_per_second": 84.95,
|
| 37 |
+
"eval_steps_per_second": 21.239,
|
| 38 |
+
"step": 196352
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 3.0,
|
| 42 |
+
"learning_rate": 2.4705984338428644e-09,
|
| 43 |
+
"loss": 0.1729,
|
| 44 |
+
"step": 294528
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 3.0,
|
| 48 |
+
"eval_accuracy": 0.9058380414312618,
|
| 49 |
+
"eval_loss": 0.65480637550354,
|
| 50 |
+
"eval_runtime": 230.3593,
|
| 51 |
+
"eval_samples_per_second": 85.289,
|
| 52 |
+
"eval_steps_per_second": 21.323,
|
| 53 |
+
"step": 294528
|
| 54 |
+
}
|
| 55 |
+
],
|
| 56 |
+
"max_steps": 294528,
|
| 57 |
+
"num_train_epochs": 3,
|
| 58 |
+
"total_flos": 2.8162430874533802e+17,
|
| 59 |
+
"trial_name": null,
|
| 60 |
+
"trial_params": null
|
| 61 |
+
}
|
v2xl/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49fc87ca654f3e63fe7381a5b9e1d9f73d219885e1a7a116dbcf2a749c415f4b
|
| 3 |
+
size 2799
|
v3-1 epoch/added_tokens.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"[MASK]": 128000}
|
v3-1 epoch/config.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/deberta-v3-large",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DebertaV2ForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"hidden_act": "gelu",
|
| 8 |
+
"hidden_dropout_prob": 0.1,
|
| 9 |
+
"hidden_size": 1024,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "entailment",
|
| 12 |
+
"1": "neutral",
|
| 13 |
+
"2": "contradiction"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 4096,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"contradiction": 2,
|
| 19 |
+
"entailment": 0,
|
| 20 |
+
"neutral": 1
|
| 21 |
+
},
|
| 22 |
+
"layer_norm_eps": 1e-07,
|
| 23 |
+
"max_position_embeddings": 512,
|
| 24 |
+
"max_relative_positions": -1,
|
| 25 |
+
"model_type": "deberta-v2",
|
| 26 |
+
"norm_rel_ebd": "layer_norm",
|
| 27 |
+
"num_attention_heads": 16,
|
| 28 |
+
"num_hidden_layers": 24,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"pooler_dropout": 0,
|
| 31 |
+
"pooler_hidden_act": "gelu",
|
| 32 |
+
"pooler_hidden_size": 1024,
|
| 33 |
+
"pos_att_type": [
|
| 34 |
+
"p2c",
|
| 35 |
+
"c2p"
|
| 36 |
+
],
|
| 37 |
+
"position_biased_input": false,
|
| 38 |
+
"position_buckets": 256,
|
| 39 |
+
"relative_attention": true,
|
| 40 |
+
"share_att_key": true,
|
| 41 |
+
"torch_dtype": "float32",
|
| 42 |
+
"transformers_version": "4.13.0.dev0",
|
| 43 |
+
"type_vocab_size": 0,
|
| 44 |
+
"vocab_size": 128100
|
| 45 |
+
}
|
v3-1 epoch/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7fc477f55816300ce73341afa1829884ca66d85b8ad8bf2184a39105a9e0ff0c
|
| 3 |
+
size 3480748761
|
v3-1 epoch/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ced5efa4b8b24ddeeba8b0d5884ac47af7b00aaf5fe0ea97be2a53ea418301b9
|
| 3 |
+
size 1740426539
|
v3-1 epoch/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c72fe6cbb3a9729e8eaec990f08c6133b4ee2ddd44df6ca26274ba6bb751261
|
| 3 |
+
size 14503
|
v3-1 epoch/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e7b03ed43bb905000173ec810b3d544870bb440ffcecdfbe8c5f2bdc77248135
|
| 3 |
+
size 559
|
v3-1 epoch/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49da2828958bbc3229278c6d041c95960908ca65be2589040e4c80abbee39bde
|
| 3 |
+
size 623
|
v3-1 epoch/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
v3-1 epoch/spm.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
|
| 3 |
+
size 2464616
|
v3-1 epoch/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"do_lower_case": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "split_by_punct": false, "sp_model_kwargs": {}, "vocab_type": "spm", "model_max_length": 512, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "microsoft/deberta-v3-large", "tokenizer_class": "DebertaV2Tokenizer"}
|
v3-1 epoch/trainer_state.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9100117066218761,
|
| 3 |
+
"best_model_checkpoint": "./resultsv3p2/output/checkpoint-98176",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"global_step": 98176,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 3.1928048978707266e-06,
|
| 13 |
+
"loss": 0.4695,
|
| 14 |
+
"step": 98176
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.9100117066218761,
|
| 19 |
+
"eval_loss": 0.3915119469165802,
|
| 20 |
+
"eval_runtime": 352.6229,
|
| 21 |
+
"eval_samples_per_second": 55.717,
|
| 22 |
+
"eval_steps_per_second": 13.93,
|
| 23 |
+
"step": 98176
|
| 24 |
+
}
|
| 25 |
+
],
|
| 26 |
+
"max_steps": 196352,
|
| 27 |
+
"num_train_epochs": 2,
|
| 28 |
+
"total_flos": 4.154826179696498e+16,
|
| 29 |
+
"trial_name": null,
|
| 30 |
+
"trial_params": null
|
| 31 |
+
}
|
v3-1 epoch/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9409407acd571c783e5eb22459059a64f9129882be790fb39c9ffdda3344fd0b
|
| 3 |
+
size 2799
|
v3perfect/README.md
ADDED
|
@@ -0,0 +1,77 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
license: mit
|
| 5 |
+
tags:
|
| 6 |
+
- generated_from_trainer
|
| 7 |
+
datasets:
|
| 8 |
+
- glue
|
| 9 |
+
metrics:
|
| 10 |
+
- accuracy
|
| 11 |
+
model-index:
|
| 12 |
+
- name: mnlilearn
|
| 13 |
+
results:
|
| 14 |
+
- task:
|
| 15 |
+
name: Text Classification
|
| 16 |
+
type: text-classification
|
| 17 |
+
dataset:
|
| 18 |
+
name: GLUE MNLI
|
| 19 |
+
type: glue
|
| 20 |
+
args: mnli
|
| 21 |
+
metrics:
|
| 22 |
+
- name: Accuracy
|
| 23 |
+
type: accuracy
|
| 24 |
+
value: 0.9175142392188771
|
| 25 |
+
---
|
| 26 |
+
|
| 27 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 28 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 29 |
+
|
| 30 |
+
# mnlilearn
|
| 31 |
+
|
| 32 |
+
This model is a fine-tuned version of [microsoft/deberta-v3-large](https://huggingface.co/microsoft/deberta-v3-large) on the GLUE MNLI dataset.
|
| 33 |
+
It achieves the following results on the evaluation set:
|
| 34 |
+
- Loss: 0.4103
|
| 35 |
+
- Accuracy: 0.9175
|
| 36 |
+
|
| 37 |
+
## Model description
|
| 38 |
+
|
| 39 |
+
More information needed
|
| 40 |
+
|
| 41 |
+
## Intended uses & limitations
|
| 42 |
+
|
| 43 |
+
More information needed
|
| 44 |
+
|
| 45 |
+
## Training and evaluation data
|
| 46 |
+
|
| 47 |
+
More information needed
|
| 48 |
+
|
| 49 |
+
## Training procedure
|
| 50 |
+
|
| 51 |
+
### Training hyperparameters
|
| 52 |
+
|
| 53 |
+
The following hyperparameters were used during training:
|
| 54 |
+
- learning_rate: 6e-06
|
| 55 |
+
- train_batch_size: 8
|
| 56 |
+
- eval_batch_size: 8
|
| 57 |
+
- seed: 42
|
| 58 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 59 |
+
- lr_scheduler_type: linear
|
| 60 |
+
- lr_scheduler_warmup_steps: 50
|
| 61 |
+
- num_epochs: 2.0
|
| 62 |
+
|
| 63 |
+
### Training results
|
| 64 |
+
|
| 65 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 66 |
+
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
|
| 67 |
+
| 0.3631 | 1.0 | 49088 | 0.3129 | 0.9130 |
|
| 68 |
+
| 0.2267 | 2.0 | 98176 | 0.4157 | 0.9153 |
|
| 69 |
+
|
| 70 |
+
|
| 71 |
+
### Framework versions
|
| 72 |
+
|
| 73 |
+
- Transformers 4.13.0.dev0
|
| 74 |
+
- Pytorch 1.10.0
|
| 75 |
+
- Datasets 1.15.2.dev0
|
| 76 |
+
- Tokenizers 0.10.3
|
| 77 |
+
NDugar/v3-Large-mnli
|
v3perfect/added_tokens.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"[MASK]": 128000}
|
v3perfect/all_results.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2.0,
|
| 3 |
+
"eval_accuracy": 0.9175142392188771,
|
| 4 |
+
"eval_loss": 0.41033002734184265,
|
| 5 |
+
"eval_runtime": 78.2213,
|
| 6 |
+
"eval_samples": 9832,
|
| 7 |
+
"eval_samples_per_second": 125.695,
|
| 8 |
+
"eval_steps_per_second": 15.712,
|
| 9 |
+
"train_loss": 0.2868618026395198,
|
| 10 |
+
"train_runtime": 21298.9707,
|
| 11 |
+
"train_samples": 392702,
|
| 12 |
+
"train_samples_per_second": 36.875,
|
| 13 |
+
"train_steps_per_second": 4.609
|
| 14 |
+
}
|
v3perfect/config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/deberta-v3-large",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DebertaV2ForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"finetuning_task": "mnli",
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 1024,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "entailment",
|
| 13 |
+
"1": "neutral",
|
| 14 |
+
"2": "contradiction"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 4096,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"contradiction": 2,
|
| 20 |
+
"entailment": 0,
|
| 21 |
+
"neutral": 1
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-07,
|
| 24 |
+
"max_position_embeddings": 512,
|
| 25 |
+
"max_relative_positions": -1,
|
| 26 |
+
"model_type": "deberta-v2",
|
| 27 |
+
"norm_rel_ebd": "layer_norm",
|
| 28 |
+
"num_attention_heads": 16,
|
| 29 |
+
"num_hidden_layers": 24,
|
| 30 |
+
"pad_token_id": 0,
|
| 31 |
+
"pooler_dropout": 0,
|
| 32 |
+
"pooler_hidden_act": "gelu",
|
| 33 |
+
"pooler_hidden_size": 1024,
|
| 34 |
+
"pos_att_type": [
|
| 35 |
+
"p2c",
|
| 36 |
+
"c2p"
|
| 37 |
+
],
|
| 38 |
+
"position_biased_input": false,
|
| 39 |
+
"position_buckets": 256,
|
| 40 |
+
"relative_attention": true,
|
| 41 |
+
"share_att_key": true,
|
| 42 |
+
"torch_dtype": "float32",
|
| 43 |
+
"transformers_version": "4.13.0.dev0",
|
| 44 |
+
"type_vocab_size": 0,
|
| 45 |
+
"vocab_size": 128100
|
| 46 |
+
}
|
v3perfect/eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2.0,
|
| 3 |
+
"eval_accuracy": 0.9175142392188771,
|
| 4 |
+
"eval_loss": 0.41033002734184265,
|
| 5 |
+
"eval_runtime": 78.2213,
|
| 6 |
+
"eval_samples": 9832,
|
| 7 |
+
"eval_samples_per_second": 125.695,
|
| 8 |
+
"eval_steps_per_second": 15.712
|
| 9 |
+
}
|
v3perfect/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b2723410e9906cee3b3636c827dcdd99e3badcb98768693a5dd20f6b4b7d8c91
|
| 3 |
+
size 1740426539
|
v3perfect/special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
|
v3perfect/spm.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
|
| 3 |
+
size 2464616
|
v3perfect/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"do_lower_case": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "split_by_punct": false, "sp_model_kwargs": {}, "vocab_type": "spm", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "microsoft/deberta-v3-large", "tokenizer_class": "DebertaV2Tokenizer"}
|
v3perfect/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2.0,
|
| 3 |
+
"train_loss": 0.2868618026395198,
|
| 4 |
+
"train_runtime": 21298.9707,
|
| 5 |
+
"train_samples": 392702,
|
| 6 |
+
"train_samples_per_second": 36.875,
|
| 7 |
+
"train_steps_per_second": 4.609
|
| 8 |
+
}
|
v3perfect/trainer_state.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"global_step": 98176,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.61,
|
| 12 |
+
"learning_rate": 4.168681083504881e-06,
|
| 13 |
+
"loss": 0.3631,
|
| 14 |
+
"step": 30000
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.9129903209373408,
|
| 19 |
+
"eval_loss": 0.31294044852256775,
|
| 20 |
+
"eval_runtime": 78.2833,
|
| 21 |
+
"eval_samples_per_second": 125.378,
|
| 22 |
+
"eval_steps_per_second": 15.674,
|
| 23 |
+
"step": 49088
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 1.22,
|
| 27 |
+
"learning_rate": 2.334304873326132e-06,
|
| 28 |
+
"loss": 0.2901,
|
| 29 |
+
"step": 60000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 1.83,
|
| 33 |
+
"learning_rate": 4.999286631473819e-07,
|
| 34 |
+
"loss": 0.2267,
|
| 35 |
+
"step": 90000
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"epoch": 2.0,
|
| 39 |
+
"eval_accuracy": 0.915333672949567,
|
| 40 |
+
"eval_loss": 0.41572055220603943,
|
| 41 |
+
"eval_runtime": 78.1399,
|
| 42 |
+
"eval_samples_per_second": 125.608,
|
| 43 |
+
"eval_steps_per_second": 15.703,
|
| 44 |
+
"step": 98176
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 2.0,
|
| 48 |
+
"step": 98176,
|
| 49 |
+
"total_flos": 3.65975017449044e+17,
|
| 50 |
+
"train_loss": 0.2868618026395198,
|
| 51 |
+
"train_runtime": 21298.9707,
|
| 52 |
+
"train_samples_per_second": 36.875,
|
| 53 |
+
"train_steps_per_second": 4.609
|
| 54 |
+
}
|
| 55 |
+
],
|
| 56 |
+
"max_steps": 98176,
|
| 57 |
+
"num_train_epochs": 2,
|
| 58 |
+
"total_flos": 3.65975017449044e+17,
|
| 59 |
+
"trial_name": null,
|
| 60 |
+
"trial_params": null
|
| 61 |
+
}
|
v3perfect/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fe31ac00049c414b30f35dccac26a8c9e1eb745034ce6fbe76c79bad8d698e01
|
| 3 |
+
size 2799
|