ryanyip7777
commited on
Commit
•
99fcf3a
1
Parent(s):
54da9cd
Upload 10 files
Browse files- README.md +52 -5
- all_results.json +11 -0
- config.json +168 -0
- eval_results.json +7 -0
- preprocessor_config.json +19 -0
- tokenizer.json +0 -0
- tokenizer_config.json +34 -0
- train_results.json +7 -0
- trainer_state.json +517 -0
- training_args.bin +3 -0
README.md
CHANGED
@@ -1,6 +1,53 @@
|
|
1 |
---
|
2 |
-
|
3 |
-
|
4 |
-
|
5 |
-
-
|
6 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
base_model: openai/clip-vit-large-patch14
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
model-index:
|
6 |
+
- name: clip-vit-l-14-pmc-finetuned
|
7 |
+
results: []
|
8 |
+
---
|
9 |
+
|
10 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
11 |
+
should probably proofread and complete it, then remove this comment. -->
|
12 |
+
|
13 |
+
# clip-vit-l-14-pmc-finetuned
|
14 |
+
|
15 |
+
This model is a fine-tuned version of [openai/clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) on an unknown dataset.
|
16 |
+
It achieves the following results on the evaluation set:
|
17 |
+
- Loss: 1.0125
|
18 |
+
|
19 |
+
## Model description
|
20 |
+
|
21 |
+
More information needed
|
22 |
+
|
23 |
+
## Intended uses & limitations
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Training and evaluation data
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training procedure
|
32 |
+
|
33 |
+
### Training hyperparameters
|
34 |
+
|
35 |
+
The following hyperparameters were used during training:
|
36 |
+
- learning_rate: 5e-05
|
37 |
+
- train_batch_size: 16
|
38 |
+
- eval_batch_size: 8
|
39 |
+
- seed: 42
|
40 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
41 |
+
- lr_scheduler_type: linear
|
42 |
+
- num_epochs: 10.0
|
43 |
+
|
44 |
+
### Training results
|
45 |
+
|
46 |
+
|
47 |
+
|
48 |
+
### Framework versions
|
49 |
+
|
50 |
+
- Transformers 4.31.0
|
51 |
+
- Pytorch 2.0.1
|
52 |
+
- Datasets 2.14.4
|
53 |
+
- Tokenizers 0.13.3
|
all_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 10.0,
|
3 |
+
"eval_loss": 1.0124750137329102,
|
4 |
+
"eval_runtime": 97.9114,
|
5 |
+
"eval_samples_per_second": 55.54,
|
6 |
+
"eval_steps_per_second": 6.945,
|
7 |
+
"train_loss": 0.30929526851019973,
|
8 |
+
"train_runtime": 55900.09,
|
9 |
+
"train_samples_per_second": 11.761,
|
10 |
+
"train_steps_per_second": 0.735
|
11 |
+
}
|
config.json
ADDED
@@ -0,0 +1,168 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_commit_hash": "8d052a0f05efbaefbc9e8786ba291cfdf93e5bff",
|
3 |
+
"_name_or_path": "openai/clip-vit-large-patch14",
|
4 |
+
"architectures": [
|
5 |
+
"CLIPModel"
|
6 |
+
],
|
7 |
+
"initializer_factor": 1.0,
|
8 |
+
"logit_scale_init_value": 2.6592,
|
9 |
+
"model_type": "clip",
|
10 |
+
"projection_dim": 768,
|
11 |
+
"text_config": {
|
12 |
+
"_name_or_path": "",
|
13 |
+
"add_cross_attention": false,
|
14 |
+
"architectures": null,
|
15 |
+
"attention_dropout": 0.0,
|
16 |
+
"bad_words_ids": null,
|
17 |
+
"begin_suppress_tokens": null,
|
18 |
+
"bos_token_id": 49406,
|
19 |
+
"chunk_size_feed_forward": 0,
|
20 |
+
"cross_attention_hidden_size": null,
|
21 |
+
"decoder_start_token_id": null,
|
22 |
+
"diversity_penalty": 0.0,
|
23 |
+
"do_sample": false,
|
24 |
+
"dropout": 0.0,
|
25 |
+
"early_stopping": false,
|
26 |
+
"encoder_no_repeat_ngram_size": 0,
|
27 |
+
"eos_token_id": 49407,
|
28 |
+
"exponential_decay_length_penalty": null,
|
29 |
+
"finetuning_task": null,
|
30 |
+
"forced_bos_token_id": null,
|
31 |
+
"forced_eos_token_id": null,
|
32 |
+
"hidden_act": "quick_gelu",
|
33 |
+
"hidden_size": 768,
|
34 |
+
"id2label": {
|
35 |
+
"0": "LABEL_0",
|
36 |
+
"1": "LABEL_1"
|
37 |
+
},
|
38 |
+
"initializer_factor": 1.0,
|
39 |
+
"initializer_range": 0.02,
|
40 |
+
"intermediate_size": 3072,
|
41 |
+
"is_decoder": false,
|
42 |
+
"is_encoder_decoder": false,
|
43 |
+
"label2id": {
|
44 |
+
"LABEL_0": 0,
|
45 |
+
"LABEL_1": 1
|
46 |
+
},
|
47 |
+
"layer_norm_eps": 1e-05,
|
48 |
+
"length_penalty": 1.0,
|
49 |
+
"max_length": 20,
|
50 |
+
"max_position_embeddings": 77,
|
51 |
+
"min_length": 0,
|
52 |
+
"model_type": "clip_text_model",
|
53 |
+
"no_repeat_ngram_size": 0,
|
54 |
+
"num_attention_heads": 12,
|
55 |
+
"num_beam_groups": 1,
|
56 |
+
"num_beams": 1,
|
57 |
+
"num_hidden_layers": 12,
|
58 |
+
"num_return_sequences": 1,
|
59 |
+
"output_attentions": false,
|
60 |
+
"output_hidden_states": false,
|
61 |
+
"output_scores": false,
|
62 |
+
"pad_token_id": 1,
|
63 |
+
"prefix": null,
|
64 |
+
"problem_type": null,
|
65 |
+
"projection_dim": 768,
|
66 |
+
"pruned_heads": {},
|
67 |
+
"remove_invalid_values": false,
|
68 |
+
"repetition_penalty": 1.0,
|
69 |
+
"return_dict": true,
|
70 |
+
"return_dict_in_generate": false,
|
71 |
+
"sep_token_id": null,
|
72 |
+
"suppress_tokens": null,
|
73 |
+
"task_specific_params": null,
|
74 |
+
"temperature": 1.0,
|
75 |
+
"tf_legacy_loss": false,
|
76 |
+
"tie_encoder_decoder": false,
|
77 |
+
"tie_word_embeddings": true,
|
78 |
+
"tokenizer_class": null,
|
79 |
+
"top_k": 50,
|
80 |
+
"top_p": 1.0,
|
81 |
+
"torch_dtype": null,
|
82 |
+
"torchscript": false,
|
83 |
+
"transformers_version": "4.31.0",
|
84 |
+
"typical_p": 1.0,
|
85 |
+
"use_bfloat16": false,
|
86 |
+
"vocab_size": 49408
|
87 |
+
},
|
88 |
+
"torch_dtype": "float32",
|
89 |
+
"transformers_version": null,
|
90 |
+
"vision_config": {
|
91 |
+
"_name_or_path": "",
|
92 |
+
"add_cross_attention": false,
|
93 |
+
"architectures": null,
|
94 |
+
"attention_dropout": 0.0,
|
95 |
+
"bad_words_ids": null,
|
96 |
+
"begin_suppress_tokens": null,
|
97 |
+
"bos_token_id": null,
|
98 |
+
"chunk_size_feed_forward": 0,
|
99 |
+
"cross_attention_hidden_size": null,
|
100 |
+
"decoder_start_token_id": null,
|
101 |
+
"diversity_penalty": 0.0,
|
102 |
+
"do_sample": false,
|
103 |
+
"dropout": 0.0,
|
104 |
+
"early_stopping": false,
|
105 |
+
"encoder_no_repeat_ngram_size": 0,
|
106 |
+
"eos_token_id": null,
|
107 |
+
"exponential_decay_length_penalty": null,
|
108 |
+
"finetuning_task": null,
|
109 |
+
"forced_bos_token_id": null,
|
110 |
+
"forced_eos_token_id": null,
|
111 |
+
"hidden_act": "quick_gelu",
|
112 |
+
"hidden_size": 1024,
|
113 |
+
"id2label": {
|
114 |
+
"0": "LABEL_0",
|
115 |
+
"1": "LABEL_1"
|
116 |
+
},
|
117 |
+
"image_size": 224,
|
118 |
+
"initializer_factor": 1.0,
|
119 |
+
"initializer_range": 0.02,
|
120 |
+
"intermediate_size": 4096,
|
121 |
+
"is_decoder": false,
|
122 |
+
"is_encoder_decoder": false,
|
123 |
+
"label2id": {
|
124 |
+
"LABEL_0": 0,
|
125 |
+
"LABEL_1": 1
|
126 |
+
},
|
127 |
+
"layer_norm_eps": 1e-05,
|
128 |
+
"length_penalty": 1.0,
|
129 |
+
"max_length": 20,
|
130 |
+
"min_length": 0,
|
131 |
+
"model_type": "clip_vision_model",
|
132 |
+
"no_repeat_ngram_size": 0,
|
133 |
+
"num_attention_heads": 16,
|
134 |
+
"num_beam_groups": 1,
|
135 |
+
"num_beams": 1,
|
136 |
+
"num_channels": 3,
|
137 |
+
"num_hidden_layers": 24,
|
138 |
+
"num_return_sequences": 1,
|
139 |
+
"output_attentions": false,
|
140 |
+
"output_hidden_states": false,
|
141 |
+
"output_scores": false,
|
142 |
+
"pad_token_id": null,
|
143 |
+
"patch_size": 14,
|
144 |
+
"prefix": null,
|
145 |
+
"problem_type": null,
|
146 |
+
"projection_dim": 768,
|
147 |
+
"pruned_heads": {},
|
148 |
+
"remove_invalid_values": false,
|
149 |
+
"repetition_penalty": 1.0,
|
150 |
+
"return_dict": true,
|
151 |
+
"return_dict_in_generate": false,
|
152 |
+
"sep_token_id": null,
|
153 |
+
"suppress_tokens": null,
|
154 |
+
"task_specific_params": null,
|
155 |
+
"temperature": 1.0,
|
156 |
+
"tf_legacy_loss": false,
|
157 |
+
"tie_encoder_decoder": false,
|
158 |
+
"tie_word_embeddings": true,
|
159 |
+
"tokenizer_class": null,
|
160 |
+
"top_k": 50,
|
161 |
+
"top_p": 1.0,
|
162 |
+
"torch_dtype": null,
|
163 |
+
"torchscript": false,
|
164 |
+
"transformers_version": "4.31.0",
|
165 |
+
"typical_p": 1.0,
|
166 |
+
"use_bfloat16": false
|
167 |
+
}
|
168 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 10.0,
|
3 |
+
"eval_loss": 1.0124750137329102,
|
4 |
+
"eval_runtime": 97.9114,
|
5 |
+
"eval_samples_per_second": 55.54,
|
6 |
+
"eval_steps_per_second": 6.945
|
7 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"crop_size": 224,
|
3 |
+
"do_center_crop": true,
|
4 |
+
"do_normalize": true,
|
5 |
+
"do_resize": true,
|
6 |
+
"feature_extractor_type": "CLIPFeatureExtractor",
|
7 |
+
"image_mean": [
|
8 |
+
0.48145466,
|
9 |
+
0.4578275,
|
10 |
+
0.40821073
|
11 |
+
],
|
12 |
+
"image_std": [
|
13 |
+
0.26862954,
|
14 |
+
0.26130258,
|
15 |
+
0.27577711
|
16 |
+
],
|
17 |
+
"resample": 3,
|
18 |
+
"size": 224
|
19 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"unk_token": {
|
3 |
+
"content": "<|endoftext|>",
|
4 |
+
"single_word": false,
|
5 |
+
"lstrip": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"__type": "AddedToken"
|
9 |
+
},
|
10 |
+
"bos_token": {
|
11 |
+
"content": "<|startoftext|>",
|
12 |
+
"single_word": false,
|
13 |
+
"lstrip": false,
|
14 |
+
"rstrip": false,
|
15 |
+
"normalized": true,
|
16 |
+
"__type": "AddedToken"
|
17 |
+
},
|
18 |
+
"eos_token": {
|
19 |
+
"content": "<|endoftext|>",
|
20 |
+
"single_word": false,
|
21 |
+
"lstrip": false,
|
22 |
+
"rstrip": false,
|
23 |
+
"normalized": true,
|
24 |
+
"__type": "AddedToken"
|
25 |
+
},
|
26 |
+
"pad_token": "<|endoftext|>",
|
27 |
+
"add_prefix_space": false,
|
28 |
+
"errors": "replace",
|
29 |
+
"do_lower_case": true,
|
30 |
+
"name_or_path": "openai/clip-vit-base-patch32",
|
31 |
+
"model_max_length": 77,
|
32 |
+
"special_tokens_map_file": "./special_tokens_map.json",
|
33 |
+
"tokenizer_class": "CLIPTokenizer"
|
34 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 10.0,
|
3 |
+
"train_loss": 0.30929526851019973,
|
4 |
+
"train_runtime": 55900.09,
|
5 |
+
"train_samples_per_second": 11.761,
|
6 |
+
"train_steps_per_second": 0.735
|
7 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,517 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 10.0,
|
5 |
+
"global_step": 41090,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.12,
|
12 |
+
"learning_rate": 4.9391579459722564e-05,
|
13 |
+
"loss": 1.7982,
|
14 |
+
"step": 500
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.24,
|
18 |
+
"learning_rate": 4.878315891944512e-05,
|
19 |
+
"loss": 1.2914,
|
20 |
+
"step": 1000
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.37,
|
24 |
+
"learning_rate": 4.817473837916768e-05,
|
25 |
+
"loss": 1.1456,
|
26 |
+
"step": 1500
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.49,
|
30 |
+
"learning_rate": 4.756631783889024e-05,
|
31 |
+
"loss": 1.0345,
|
32 |
+
"step": 2000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.61,
|
36 |
+
"learning_rate": 4.6957897298612804e-05,
|
37 |
+
"loss": 0.9665,
|
38 |
+
"step": 2500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.73,
|
42 |
+
"learning_rate": 4.6349476758335365e-05,
|
43 |
+
"loss": 0.9272,
|
44 |
+
"step": 3000
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.85,
|
48 |
+
"learning_rate": 4.574105621805793e-05,
|
49 |
+
"loss": 0.8571,
|
50 |
+
"step": 3500
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.97,
|
54 |
+
"learning_rate": 4.513263567778048e-05,
|
55 |
+
"loss": 0.8139,
|
56 |
+
"step": 4000
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 1.1,
|
60 |
+
"learning_rate": 4.4524215137503043e-05,
|
61 |
+
"loss": 0.6986,
|
62 |
+
"step": 4500
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 1.22,
|
66 |
+
"learning_rate": 4.3915794597225605e-05,
|
67 |
+
"loss": 0.6375,
|
68 |
+
"step": 5000
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.34,
|
72 |
+
"learning_rate": 4.330737405694817e-05,
|
73 |
+
"loss": 0.6407,
|
74 |
+
"step": 5500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.46,
|
78 |
+
"learning_rate": 4.269895351667073e-05,
|
79 |
+
"loss": 0.6139,
|
80 |
+
"step": 6000
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.58,
|
84 |
+
"learning_rate": 4.209053297639329e-05,
|
85 |
+
"loss": 0.5973,
|
86 |
+
"step": 6500
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.7,
|
90 |
+
"learning_rate": 4.1482112436115845e-05,
|
91 |
+
"loss": 0.6094,
|
92 |
+
"step": 7000
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.83,
|
96 |
+
"learning_rate": 4.0873691895838406e-05,
|
97 |
+
"loss": 0.5824,
|
98 |
+
"step": 7500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.95,
|
102 |
+
"learning_rate": 4.026527135556097e-05,
|
103 |
+
"loss": 0.5459,
|
104 |
+
"step": 8000
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 2.07,
|
108 |
+
"learning_rate": 3.965685081528352e-05,
|
109 |
+
"loss": 0.4764,
|
110 |
+
"step": 8500
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 2.19,
|
114 |
+
"learning_rate": 3.9048430275006084e-05,
|
115 |
+
"loss": 0.427,
|
116 |
+
"step": 9000
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 2.31,
|
120 |
+
"learning_rate": 3.8440009734728646e-05,
|
121 |
+
"loss": 0.4192,
|
122 |
+
"step": 9500
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 2.43,
|
126 |
+
"learning_rate": 3.783158919445121e-05,
|
127 |
+
"loss": 0.4278,
|
128 |
+
"step": 10000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 2.56,
|
132 |
+
"learning_rate": 3.722316865417377e-05,
|
133 |
+
"loss": 0.4157,
|
134 |
+
"step": 10500
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 2.68,
|
138 |
+
"learning_rate": 3.6614748113896324e-05,
|
139 |
+
"loss": 0.4156,
|
140 |
+
"step": 11000
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 2.8,
|
144 |
+
"learning_rate": 3.6006327573618886e-05,
|
145 |
+
"loss": 0.4137,
|
146 |
+
"step": 11500
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 2.92,
|
150 |
+
"learning_rate": 3.539790703334145e-05,
|
151 |
+
"loss": 0.3731,
|
152 |
+
"step": 12000
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 3.04,
|
156 |
+
"learning_rate": 3.4789486493064e-05,
|
157 |
+
"loss": 0.3516,
|
158 |
+
"step": 12500
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 3.16,
|
162 |
+
"learning_rate": 3.418106595278657e-05,
|
163 |
+
"loss": 0.3098,
|
164 |
+
"step": 13000
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 3.29,
|
168 |
+
"learning_rate": 3.357264541250913e-05,
|
169 |
+
"loss": 0.3051,
|
170 |
+
"step": 13500
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 3.41,
|
174 |
+
"learning_rate": 3.296422487223169e-05,
|
175 |
+
"loss": 0.3029,
|
176 |
+
"step": 14000
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 3.53,
|
180 |
+
"learning_rate": 3.235580433195425e-05,
|
181 |
+
"loss": 0.3107,
|
182 |
+
"step": 14500
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 3.65,
|
186 |
+
"learning_rate": 3.174738379167681e-05,
|
187 |
+
"loss": 0.2969,
|
188 |
+
"step": 15000
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 3.77,
|
192 |
+
"learning_rate": 3.1138963251399365e-05,
|
193 |
+
"loss": 0.2886,
|
194 |
+
"step": 15500
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 3.89,
|
198 |
+
"learning_rate": 3.053054271112193e-05,
|
199 |
+
"loss": 0.2887,
|
200 |
+
"step": 16000
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 4.02,
|
204 |
+
"learning_rate": 2.9922122170844492e-05,
|
205 |
+
"loss": 0.2803,
|
206 |
+
"step": 16500
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 4.14,
|
210 |
+
"learning_rate": 2.9313701630567047e-05,
|
211 |
+
"loss": 0.2256,
|
212 |
+
"step": 17000
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 4.26,
|
216 |
+
"learning_rate": 2.8705281090289608e-05,
|
217 |
+
"loss": 0.2209,
|
218 |
+
"step": 17500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 4.38,
|
222 |
+
"learning_rate": 2.8096860550012173e-05,
|
223 |
+
"loss": 0.2197,
|
224 |
+
"step": 18000
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 4.5,
|
228 |
+
"learning_rate": 2.7488440009734728e-05,
|
229 |
+
"loss": 0.2305,
|
230 |
+
"step": 18500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 4.62,
|
234 |
+
"learning_rate": 2.688001946945729e-05,
|
235 |
+
"loss": 0.2252,
|
236 |
+
"step": 19000
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 4.75,
|
240 |
+
"learning_rate": 2.627159892917985e-05,
|
241 |
+
"loss": 0.207,
|
242 |
+
"step": 19500
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 4.87,
|
246 |
+
"learning_rate": 2.566317838890241e-05,
|
247 |
+
"loss": 0.2187,
|
248 |
+
"step": 20000
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 4.99,
|
252 |
+
"learning_rate": 2.505475784862497e-05,
|
253 |
+
"loss": 0.207,
|
254 |
+
"step": 20500
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 5.11,
|
258 |
+
"learning_rate": 2.444633730834753e-05,
|
259 |
+
"loss": 0.1685,
|
260 |
+
"step": 21000
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 5.23,
|
264 |
+
"learning_rate": 2.383791676807009e-05,
|
265 |
+
"loss": 0.1772,
|
266 |
+
"step": 21500
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 5.35,
|
270 |
+
"learning_rate": 2.3229496227792653e-05,
|
271 |
+
"loss": 0.1728,
|
272 |
+
"step": 22000
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 5.48,
|
276 |
+
"learning_rate": 2.262107568751521e-05,
|
277 |
+
"loss": 0.1678,
|
278 |
+
"step": 22500
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 5.6,
|
282 |
+
"learning_rate": 2.201265514723777e-05,
|
283 |
+
"loss": 0.1642,
|
284 |
+
"step": 23000
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 5.72,
|
288 |
+
"learning_rate": 2.1404234606960334e-05,
|
289 |
+
"loss": 0.1664,
|
290 |
+
"step": 23500
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 5.84,
|
294 |
+
"learning_rate": 2.0795814066682892e-05,
|
295 |
+
"loss": 0.1575,
|
296 |
+
"step": 24000
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 5.96,
|
300 |
+
"learning_rate": 2.018739352640545e-05,
|
301 |
+
"loss": 0.1599,
|
302 |
+
"step": 24500
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 6.08,
|
306 |
+
"learning_rate": 1.9578972986128012e-05,
|
307 |
+
"loss": 0.1249,
|
308 |
+
"step": 25000
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 6.21,
|
312 |
+
"learning_rate": 1.8970552445850574e-05,
|
313 |
+
"loss": 0.1266,
|
314 |
+
"step": 25500
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 6.33,
|
318 |
+
"learning_rate": 1.8362131905573132e-05,
|
319 |
+
"loss": 0.1304,
|
320 |
+
"step": 26000
|
321 |
+
},
|
322 |
+
{
|
323 |
+
"epoch": 6.45,
|
324 |
+
"learning_rate": 1.7753711365295694e-05,
|
325 |
+
"loss": 0.1161,
|
326 |
+
"step": 26500
|
327 |
+
},
|
328 |
+
{
|
329 |
+
"epoch": 6.57,
|
330 |
+
"learning_rate": 1.7145290825018255e-05,
|
331 |
+
"loss": 0.1253,
|
332 |
+
"step": 27000
|
333 |
+
},
|
334 |
+
{
|
335 |
+
"epoch": 6.69,
|
336 |
+
"learning_rate": 1.6536870284740814e-05,
|
337 |
+
"loss": 0.1215,
|
338 |
+
"step": 27500
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 6.81,
|
342 |
+
"learning_rate": 1.5928449744463375e-05,
|
343 |
+
"loss": 0.1158,
|
344 |
+
"step": 28000
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 6.94,
|
348 |
+
"learning_rate": 1.5320029204185933e-05,
|
349 |
+
"loss": 0.1219,
|
350 |
+
"step": 28500
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 7.06,
|
354 |
+
"learning_rate": 1.4711608663908493e-05,
|
355 |
+
"loss": 0.1039,
|
356 |
+
"step": 29000
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 7.18,
|
360 |
+
"learning_rate": 1.4103188123631053e-05,
|
361 |
+
"loss": 0.081,
|
362 |
+
"step": 29500
|
363 |
+
},
|
364 |
+
{
|
365 |
+
"epoch": 7.3,
|
366 |
+
"learning_rate": 1.3494767583353615e-05,
|
367 |
+
"loss": 0.0922,
|
368 |
+
"step": 30000
|
369 |
+
},
|
370 |
+
{
|
371 |
+
"epoch": 7.42,
|
372 |
+
"learning_rate": 1.2886347043076175e-05,
|
373 |
+
"loss": 0.0844,
|
374 |
+
"step": 30500
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 7.54,
|
378 |
+
"learning_rate": 1.2277926502798735e-05,
|
379 |
+
"loss": 0.0759,
|
380 |
+
"step": 31000
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 7.67,
|
384 |
+
"learning_rate": 1.1669505962521295e-05,
|
385 |
+
"loss": 0.0882,
|
386 |
+
"step": 31500
|
387 |
+
},
|
388 |
+
{
|
389 |
+
"epoch": 7.79,
|
390 |
+
"learning_rate": 1.1061085422243855e-05,
|
391 |
+
"loss": 0.0856,
|
392 |
+
"step": 32000
|
393 |
+
},
|
394 |
+
{
|
395 |
+
"epoch": 7.91,
|
396 |
+
"learning_rate": 1.0452664881966416e-05,
|
397 |
+
"loss": 0.0881,
|
398 |
+
"step": 32500
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 8.03,
|
402 |
+
"learning_rate": 9.844244341688976e-06,
|
403 |
+
"loss": 0.0708,
|
404 |
+
"step": 33000
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 8.15,
|
408 |
+
"learning_rate": 9.235823801411536e-06,
|
409 |
+
"loss": 0.0538,
|
410 |
+
"step": 33500
|
411 |
+
},
|
412 |
+
{
|
413 |
+
"epoch": 8.27,
|
414 |
+
"learning_rate": 8.627403261134098e-06,
|
415 |
+
"loss": 0.0554,
|
416 |
+
"step": 34000
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 8.4,
|
420 |
+
"learning_rate": 8.018982720856656e-06,
|
421 |
+
"loss": 0.06,
|
422 |
+
"step": 34500
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 8.52,
|
426 |
+
"learning_rate": 7.410562180579217e-06,
|
427 |
+
"loss": 0.0514,
|
428 |
+
"step": 35000
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 8.64,
|
432 |
+
"learning_rate": 6.802141640301777e-06,
|
433 |
+
"loss": 0.0536,
|
434 |
+
"step": 35500
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 8.76,
|
438 |
+
"learning_rate": 6.193721100024337e-06,
|
439 |
+
"loss": 0.0583,
|
440 |
+
"step": 36000
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 8.88,
|
444 |
+
"learning_rate": 5.585300559746897e-06,
|
445 |
+
"loss": 0.052,
|
446 |
+
"step": 36500
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 9.0,
|
450 |
+
"learning_rate": 4.976880019469458e-06,
|
451 |
+
"loss": 0.0481,
|
452 |
+
"step": 37000
|
453 |
+
},
|
454 |
+
{
|
455 |
+
"epoch": 9.13,
|
456 |
+
"learning_rate": 4.368459479192018e-06,
|
457 |
+
"loss": 0.0378,
|
458 |
+
"step": 37500
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 9.25,
|
462 |
+
"learning_rate": 3.760038938914578e-06,
|
463 |
+
"loss": 0.0296,
|
464 |
+
"step": 38000
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 9.37,
|
468 |
+
"learning_rate": 3.151618398637138e-06,
|
469 |
+
"loss": 0.037,
|
470 |
+
"step": 38500
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 9.49,
|
474 |
+
"learning_rate": 2.543197858359698e-06,
|
475 |
+
"loss": 0.0339,
|
476 |
+
"step": 39000
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 9.61,
|
480 |
+
"learning_rate": 1.9347773180822585e-06,
|
481 |
+
"loss": 0.0369,
|
482 |
+
"step": 39500
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 9.73,
|
486 |
+
"learning_rate": 1.3263567778048189e-06,
|
487 |
+
"loss": 0.0344,
|
488 |
+
"step": 40000
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 9.86,
|
492 |
+
"learning_rate": 7.17936237527379e-07,
|
493 |
+
"loss": 0.0301,
|
494 |
+
"step": 40500
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 9.98,
|
498 |
+
"learning_rate": 1.0951569724993917e-07,
|
499 |
+
"loss": 0.0325,
|
500 |
+
"step": 41000
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 10.0,
|
504 |
+
"step": 41090,
|
505 |
+
"total_flos": 1.1825796643443088e+17,
|
506 |
+
"train_loss": 0.30929526851019973,
|
507 |
+
"train_runtime": 55900.09,
|
508 |
+
"train_samples_per_second": 11.761,
|
509 |
+
"train_steps_per_second": 0.735
|
510 |
+
}
|
511 |
+
],
|
512 |
+
"max_steps": 41090,
|
513 |
+
"num_train_epochs": 10,
|
514 |
+
"total_flos": 1.1825796643443088e+17,
|
515 |
+
"trial_name": null,
|
516 |
+
"trial_params": null
|
517 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:615c91ee2578bd75aa451a22a60b066acc3c6666c6372a7566fcb99c95aae679
|
3 |
+
size 3963
|