Upload 12 files
Browse filesfinal models to predict turn labels
- final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/best_model/config.json +68 -0
- final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/best_model/model.safetensors +3 -0
- final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/eval_results.json +1 -0
- final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/test_set.json +0 -0
- final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/best_model/config.json +68 -0
- final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/best_model/model.safetensors +3 -0
- final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/eval_results.json +1 -0
- final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/test_set.json +0 -0
- final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/best_model/config.json +56 -0
- final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/best_model/model.safetensors +3 -0
- final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/eval_results.json +1 -0
- final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/test_set.json +0 -0
final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/best_model/config.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/bigwork/nhwpficl/hf_models/longformer-base-4096",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LongformerForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_mode": "longformer",
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"attention_window": [
|
| 9 |
+
512,
|
| 10 |
+
512,
|
| 11 |
+
512,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512
|
| 21 |
+
],
|
| 22 |
+
"bos_token_id": 0,
|
| 23 |
+
"eos_token_id": 2,
|
| 24 |
+
"gradient_checkpointing": false,
|
| 25 |
+
"hidden_act": "gelu",
|
| 26 |
+
"hidden_dropout_prob": 0.1,
|
| 27 |
+
"hidden_size": 768,
|
| 28 |
+
"id2label": {
|
| 29 |
+
"0": "LABEL_0",
|
| 30 |
+
"1": "LABEL_1",
|
| 31 |
+
"2": "LABEL_2",
|
| 32 |
+
"3": "LABEL_3",
|
| 33 |
+
"4": "LABEL_4",
|
| 34 |
+
"5": "LABEL_5",
|
| 35 |
+
"6": "LABEL_6",
|
| 36 |
+
"7": "LABEL_7",
|
| 37 |
+
"8": "LABEL_8",
|
| 38 |
+
"9": "LABEL_9"
|
| 39 |
+
},
|
| 40 |
+
"ignore_attention_mask": false,
|
| 41 |
+
"initializer_range": 0.02,
|
| 42 |
+
"intermediate_size": 3072,
|
| 43 |
+
"label2id": {
|
| 44 |
+
"LABEL_0": 0,
|
| 45 |
+
"LABEL_1": 1,
|
| 46 |
+
"LABEL_2": 2,
|
| 47 |
+
"LABEL_3": 3,
|
| 48 |
+
"LABEL_4": 4,
|
| 49 |
+
"LABEL_5": 5,
|
| 50 |
+
"LABEL_6": 6,
|
| 51 |
+
"LABEL_7": 7,
|
| 52 |
+
"LABEL_8": 8,
|
| 53 |
+
"LABEL_9": 9
|
| 54 |
+
},
|
| 55 |
+
"layer_norm_eps": 1e-05,
|
| 56 |
+
"max_position_embeddings": 4098,
|
| 57 |
+
"model_type": "longformer",
|
| 58 |
+
"num_attention_heads": 12,
|
| 59 |
+
"num_hidden_layers": 12,
|
| 60 |
+
"onnx_export": false,
|
| 61 |
+
"pad_token_id": 1,
|
| 62 |
+
"problem_type": "single_label_classification",
|
| 63 |
+
"sep_token_id": 2,
|
| 64 |
+
"torch_dtype": "float32",
|
| 65 |
+
"transformers_version": "4.49.0",
|
| 66 |
+
"type_vocab_size": 1,
|
| 67 |
+
"vocab_size": 50265
|
| 68 |
+
}
|
final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/best_model/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f210ea876370728f4c01dbdabaac9094254292610d10a69b67d14195752a5ab0
|
| 3 |
+
size 594702792
|
final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/eval_results.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[{"eval_loss": 1.2417681217193604, "eval_f1-score": 0.5025428681217703, "eval_runtime": 43.558, "eval_samples_per_second": 11.272, "eval_steps_per_second": 1.423, "epoch": 10.0}]
|
final-turn-label-models/longformer-base-4096/dlg_act_label_prediction/all_models/model/test_set.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/best_model/config.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/bigwork/nhwpficl/hf_models/longformer-base-4096",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LongformerForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_mode": "longformer",
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"attention_window": [
|
| 9 |
+
512,
|
| 10 |
+
512,
|
| 11 |
+
512,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512
|
| 21 |
+
],
|
| 22 |
+
"bos_token_id": 0,
|
| 23 |
+
"eos_token_id": 2,
|
| 24 |
+
"gradient_checkpointing": false,
|
| 25 |
+
"hidden_act": "gelu",
|
| 26 |
+
"hidden_dropout_prob": 0.1,
|
| 27 |
+
"hidden_size": 768,
|
| 28 |
+
"id2label": {
|
| 29 |
+
"0": "LABEL_0",
|
| 30 |
+
"1": "LABEL_1",
|
| 31 |
+
"2": "LABEL_2",
|
| 32 |
+
"3": "LABEL_3",
|
| 33 |
+
"4": "LABEL_4",
|
| 34 |
+
"5": "LABEL_5",
|
| 35 |
+
"6": "LABEL_6",
|
| 36 |
+
"7": "LABEL_7",
|
| 37 |
+
"8": "LABEL_8",
|
| 38 |
+
"9": "LABEL_9"
|
| 39 |
+
},
|
| 40 |
+
"ignore_attention_mask": false,
|
| 41 |
+
"initializer_range": 0.02,
|
| 42 |
+
"intermediate_size": 3072,
|
| 43 |
+
"label2id": {
|
| 44 |
+
"LABEL_0": 0,
|
| 45 |
+
"LABEL_1": 1,
|
| 46 |
+
"LABEL_2": 2,
|
| 47 |
+
"LABEL_3": 3,
|
| 48 |
+
"LABEL_4": 4,
|
| 49 |
+
"LABEL_5": 5,
|
| 50 |
+
"LABEL_6": 6,
|
| 51 |
+
"LABEL_7": 7,
|
| 52 |
+
"LABEL_8": 8,
|
| 53 |
+
"LABEL_9": 9
|
| 54 |
+
},
|
| 55 |
+
"layer_norm_eps": 1e-05,
|
| 56 |
+
"max_position_embeddings": 4098,
|
| 57 |
+
"model_type": "longformer",
|
| 58 |
+
"num_attention_heads": 12,
|
| 59 |
+
"num_hidden_layers": 12,
|
| 60 |
+
"onnx_export": false,
|
| 61 |
+
"pad_token_id": 1,
|
| 62 |
+
"problem_type": "single_label_classification",
|
| 63 |
+
"sep_token_id": 2,
|
| 64 |
+
"torch_dtype": "float32",
|
| 65 |
+
"transformers_version": "4.49.0",
|
| 66 |
+
"type_vocab_size": 1,
|
| 67 |
+
"vocab_size": 50265
|
| 68 |
+
}
|
final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/best_model/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab2ee8d0af2e2d4cc8817292962d3ce3bb2bf1c975538a74275cd28f49e60262
|
| 3 |
+
size 594702792
|
final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/eval_results.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[{"eval_loss": 1.6728483438491821, "eval_f1-score": 0.3881880797724973, "eval_runtime": 43.5934, "eval_samples_per_second": 11.263, "eval_steps_per_second": 1.422, "epoch": 10.0}]
|
final-turn-label-models/longformer-base-4096/exp_act_label_prediction/all_models/model/test_set.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/best_model/config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/bigwork/nhwpficl/hf_models/longformer-base-4096",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LongformerForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_mode": "longformer",
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"attention_window": [
|
| 9 |
+
512,
|
| 10 |
+
512,
|
| 11 |
+
512,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512
|
| 21 |
+
],
|
| 22 |
+
"bos_token_id": 0,
|
| 23 |
+
"eos_token_id": 2,
|
| 24 |
+
"gradient_checkpointing": false,
|
| 25 |
+
"hidden_act": "gelu",
|
| 26 |
+
"hidden_dropout_prob": 0.1,
|
| 27 |
+
"hidden_size": 768,
|
| 28 |
+
"id2label": {
|
| 29 |
+
"0": "LABEL_0",
|
| 30 |
+
"1": "LABEL_1",
|
| 31 |
+
"2": "LABEL_2",
|
| 32 |
+
"3": "LABEL_3"
|
| 33 |
+
},
|
| 34 |
+
"ignore_attention_mask": false,
|
| 35 |
+
"initializer_range": 0.02,
|
| 36 |
+
"intermediate_size": 3072,
|
| 37 |
+
"label2id": {
|
| 38 |
+
"LABEL_0": 0,
|
| 39 |
+
"LABEL_1": 1,
|
| 40 |
+
"LABEL_2": 2,
|
| 41 |
+
"LABEL_3": 3
|
| 42 |
+
},
|
| 43 |
+
"layer_norm_eps": 1e-05,
|
| 44 |
+
"max_position_embeddings": 4098,
|
| 45 |
+
"model_type": "longformer",
|
| 46 |
+
"num_attention_heads": 12,
|
| 47 |
+
"num_hidden_layers": 12,
|
| 48 |
+
"onnx_export": false,
|
| 49 |
+
"pad_token_id": 1,
|
| 50 |
+
"problem_type": "single_label_classification",
|
| 51 |
+
"sep_token_id": 2,
|
| 52 |
+
"torch_dtype": "float32",
|
| 53 |
+
"transformers_version": "4.49.0",
|
| 54 |
+
"type_vocab_size": 1,
|
| 55 |
+
"vocab_size": 50265
|
| 56 |
+
}
|
final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/best_model/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:141fe18902a8cd2041c66af44103661e4fb2feef6f79a7301e73b8811655600d
|
| 3 |
+
size 594684336
|
final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/eval_results.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[{"eval_loss": 0.8750081062316895, "eval_f1-score": 0.5230565664023916, "eval_runtime": 44.4493, "eval_samples_per_second": 11.046, "eval_steps_per_second": 1.395, "epoch": 10.0}]
|
final-turn-label-models/longformer-base-4096/topic_func_label_prediction/all_models/model/test_set.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|