End of training
Browse files- README.md +53 -0
- config.json +33 -0
- model.safetensors +3 -0
- runs/Jun09_20-54-49_4c70ee357d9f/events.out.tfevents.1717966490.4c70ee357d9f.4846.2 +3 -0
- runs/Jun09_20-55-35_4c70ee357d9f/events.out.tfevents.1717966537.4c70ee357d9f.4846.3 +3 -0
- runs/Jun09_20-55-35_4c70ee357d9f/events.out.tfevents.1717975023.4c70ee357d9f.4846.4 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
ADDED
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- generated_from_trainer
|
4 |
+
model-index:
|
5 |
+
- name: fusion_gttbsc_distilbert-uncased-ft
|
6 |
+
results: []
|
7 |
+
---
|
8 |
+
|
9 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
10 |
+
should probably proofread and complete it, then remove this comment. -->
|
11 |
+
|
12 |
+
# fusion_gttbsc_distilbert-uncased-ft
|
13 |
+
|
14 |
+
This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
|
15 |
+
|
16 |
+
## Model description
|
17 |
+
|
18 |
+
More information needed
|
19 |
+
|
20 |
+
## Intended uses & limitations
|
21 |
+
|
22 |
+
More information needed
|
23 |
+
|
24 |
+
## Training and evaluation data
|
25 |
+
|
26 |
+
More information needed
|
27 |
+
|
28 |
+
## Training procedure
|
29 |
+
|
30 |
+
### Training hyperparameters
|
31 |
+
|
32 |
+
The following hyperparameters were used during training:
|
33 |
+
- learning_rate: 0.0007
|
34 |
+
- train_batch_size: 2
|
35 |
+
- eval_batch_size: 2
|
36 |
+
- seed: 42
|
37 |
+
- gradient_accumulation_steps: 4
|
38 |
+
- total_train_batch_size: 8
|
39 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
40 |
+
- lr_scheduler_type: linear
|
41 |
+
- num_epochs: 20
|
42 |
+
- mixed_precision_training: Native AMP
|
43 |
+
|
44 |
+
### Training results
|
45 |
+
|
46 |
+
|
47 |
+
|
48 |
+
### Framework versions
|
49 |
+
|
50 |
+
- Transformers 4.41.2
|
51 |
+
- Pytorch 2.3.0+cu121
|
52 |
+
- Datasets 2.19.2
|
53 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"FusionCrossAttentionSentenceClassifier"
|
4 |
+
],
|
5 |
+
"dropout": 0.3,
|
6 |
+
"embedding_strategy": "self-att",
|
7 |
+
"fp16": true,
|
8 |
+
"fusion_layers": 2,
|
9 |
+
"fusion_strategy": "dense",
|
10 |
+
"heads": 8,
|
11 |
+
"hidden_size": 768,
|
12 |
+
"k1_backbone": "whisper-encoder-small",
|
13 |
+
"k1_freezed": true,
|
14 |
+
"k1_kwargs": {
|
15 |
+
"load_in_4bit": false
|
16 |
+
},
|
17 |
+
"k2_backbone": "transformer-prosody-encoder192",
|
18 |
+
"k2_freezed": false,
|
19 |
+
"k2_kwargs": {
|
20 |
+
"dropout": 0.3,
|
21 |
+
"heads": 8,
|
22 |
+
"input_size": 5,
|
23 |
+
"num_layers": 2
|
24 |
+
},
|
25 |
+
"labels": 18,
|
26 |
+
"model_type": "fusion-cross-attention-sentence-classifier",
|
27 |
+
"multilabel": true,
|
28 |
+
"q_backbone": "distilbert-base-uncased-lora",
|
29 |
+
"q_freezed": false,
|
30 |
+
"q_kwargs": {},
|
31 |
+
"torch_dtype": "float32",
|
32 |
+
"transformers_version": "4.41.2"
|
33 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f0046141292b9c1fe21afecd9322b0af37d8046d43fd127e8dbdba2b4c183307
|
3 |
+
size 388182868
|
runs/Jun09_20-54-49_4c70ee357d9f/events.out.tfevents.1717966490.4c70ee357d9f.4846.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2f12a36dc11aa9cb030fc82cdfc3f3d03be9472d7f83afa75b35506b6bfd054e
|
3 |
+
size 4704
|
runs/Jun09_20-55-35_4c70ee357d9f/events.out.tfevents.1717966537.4c70ee357d9f.4846.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:064c047027223b6e14494dd377becaad6b9be6d231750cb9d40627dc0f89c632
|
3 |
+
size 43909
|
runs/Jun09_20-55-35_4c70ee357d9f/events.out.tfevents.1717975023.4c70ee357d9f.4846.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:23e6456bf72ce4e73665e590c59dffb36e978ccdfff717f4998535d0ad69fd88
|
3 |
+
size 1548
|
special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a085bc7a64153754f0cac53b494bc846faa3b01daa2683edf352a6aa48b5ae91
|
3 |
+
size 5240
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|