Hugging Face's logo

mohammadmahdinouri
/
mol-base-distilled-checkpoints

Transformers
PyTorch
TensorBoard
ModernALBERT
Model card Files
xet
 Metrics Community
35
mohammadmahdinouri commited on
Commit
c6b7afc
·
verified ·
1 Parent(s): bb37bf2

Training in progress, step 500

Browse files
Files changed (33) hide show
  1. README.md +199 -0
  2. config.json +36 -0
  3. pytorch_model.bin +3 -0
  4. runs/Sep12_17-18-23_nid007662/events.out.tfevents.1757690318.nid007662.88323.0 +3 -0
  5. runs/Sep12_17-27-52_nid007662/events.out.tfevents.1757690879.nid007662.93380.0 +3 -0
  6. runs/Sep12_17-34-57_nid007662/events.out.tfevents.1757691304.nid007662.97075.0 +3 -0
  7. runs/Sep12_18-14-30_nid006632/events.out.tfevents.1757693676.nid006632.43325.0 +3 -0
  8. runs/Sep12_23-44-44_nid007360/events.out.tfevents.1757713492.nid007360.272671.0 +3 -0
  9. runs/Sep12_23-54-39_nid006757/events.out.tfevents.1757714086.nid006757.283834.0 +3 -0
  10. runs/Sep13_00-08-59_nid006658/events.out.tfevents.1757714947.nid006658.6000.0 +3 -0
  11. runs/Sep13_02-42-56_nid007114/events.out.tfevents.1757724184.nid007114.256359.0 +3 -0
  12. runs/Sep13_03-18-33_nid006608/events.out.tfevents.1757726319.nid006608.74531.0 +3 -0
  13. runs/Sep13_13-04-34_nid006621/events.out.tfevents.1757761486.nid006621.110484.0 +3 -0
  14. runs/Sep13_16-35-48_nid006748/events.out.tfevents.1757774154.nid006748.195703.0 +3 -0
  15. runs/Sep14_03-10-51_nid006726/events.out.tfevents.1757812258.nid006726.69600.0 +3 -0
  16. runs/Sep14_03-19-47_nid006726/events.out.tfevents.1757812794.nid006726.72480.0 +3 -0
  17. runs/Sep14_03-26-16_nid006726/events.out.tfevents.1757813184.nid006726.75048.0 +3 -0
  18. runs/Sep14_03-33-05_nid006726/events.out.tfevents.1757813592.nid006726.83525.0 +3 -0
  19. runs/Sep14_03-39-21_nid006726/events.out.tfevents.1757813968.nid006726.86050.0 +3 -0
  20. runs/Sep14_03-45-04_nid006726/events.out.tfevents.1757814311.nid006726.88493.0 +3 -0
  21. runs/Sep14_04-32-21_nid007204/events.out.tfevents.1757817150.nid007204.51886.0 +3 -0
  22. runs/Sep14_05-12-46_nid007237/events.out.tfevents.1757819574.nid007237.108860.0 +3 -0
  23. runs/Sep14_13-25-37_nid007424/events.out.tfevents.1757849146.nid007424.136489.0 +3 -0
  24. runs/Sep14_14-09-17_nid006665/events.out.tfevents.1757851764.nid006665.277341.0 +3 -0
  25. runs/Sep14_16-05-03_nid007152/events.out.tfevents.1757858711.nid007152.77315.0 +3 -0
  26. runs/Sep14_18-15-13_nid006958/events.out.tfevents.1757866520.nid006958.104416.0 +3 -0
  27. runs/Sep14_18-27-59_nid007178/events.out.tfevents.1757867286.nid007178.190529.0 +3 -0
  28. runs/Sep14_20-40-46_nid007345/events.out.tfevents.1757875253.nid007345.135845.0 +3 -0
  29. runs/Sep14_20-48-06_nid006878/events.out.tfevents.1757875693.nid006878.13392.0 +3 -0
  30. runs/Sep14_21-52-24_nid007249/events.out.tfevents.1757879556.nid007249.17581.0 +3 -0
  31. runs/Sep14_22-00-06_nid007043/events.out.tfevents.1757880019.nid007043.32397.0 +3 -0
  32. runs/Sep14_22-18-51_nid007230/events.out.tfevents.1757881139.nid007230.6286.0 +3 -0
  33. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,199 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ tags: []
4
+ ---
5
+
6
+ # Model Card for Model ID
7
+
8
+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
13
+
14
+ ### Model Description
15
+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+ This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
22
+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
25
+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
35
+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
+ - **Hours used:** [More Information Needed]
149
+ - **Cloud Provider:** [More Information Needed]
150
+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
158
+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
170
+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "adapter_reduction": 16,
3
+ "architectures": [
4
+ "DistillationWrapper"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "dtype": "float32",
9
+ "embedding_size": 128,
10
+ "expert_intermediate_size": 2624,
11
+ "group_depth": 4,
12
+ "hidden_act": "gelu",
13
+ "hidden_dropout_prob": 0.1,
14
+ "hidden_size": 1024,
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 2624,
17
+ "layer_norm_eps": 1e-06,
18
+ "load_balancing_loss_coef": 0.2,
19
+ "lora_alpha": 32,
20
+ "lora_rank": 16,
21
+ "max_position_embeddings": 8192,
22
+ "model_type": "ModernALBERT",
23
+ "num_attention_heads": 16,
24
+ "num_expert_modules": 3,
25
+ "num_experts": 8,
26
+ "num_hidden_layers": 16,
27
+ "pad_token_id": 0,
28
+ "router_jitter_noise": 0.01,
29
+ "top_k": 2,
30
+ "torch_dtype": "bfloat16",
31
+ "transformers_version": "4.51.3",
32
+ "use_adapter": true,
33
+ "use_cache": true,
34
+ "use_moa": true,
35
+ "vocab_size": 50368
36
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:75a961f490b344a7f1e908e60d9dd20d60e0e34a3f11d3d3773859954b34df52
3
+ size 943411142
runs/Sep12_17-18-23_nid007662/events.out.tfevents.1757690318.nid007662.88323.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ca3e27c253fc051ad7205d058c51dadbee25eb24746e4d0de4ad1ce4abc2cd66
3
+ size 5402
runs/Sep12_17-27-52_nid007662/events.out.tfevents.1757690879.nid007662.93380.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1370b5d8e513e55284979a3cb125cbc63d2d823bf55cdbd190b502d077404557
3
+ size 5196
runs/Sep12_17-34-57_nid007662/events.out.tfevents.1757691304.nid007662.97075.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ea4d3de72fe2c0ea1b56e19bd3df79574dfcd58253dd50076f3baa445c1bb800
3
+ size 5195
runs/Sep12_18-14-30_nid006632/events.out.tfevents.1757693676.nid006632.43325.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c3433b895ae8217b7862b309ae70b8f763b0fa2fd1a6fef78ddbda6407384344
3
+ size 41227
runs/Sep12_23-44-44_nid007360/events.out.tfevents.1757713492.nid007360.272671.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3039e7a61a7e568311c552e790f6a839febc66686d12b04dbd17c6e62e77cb6c
3
+ size 6639
runs/Sep12_23-54-39_nid006757/events.out.tfevents.1757714086.nid006757.283834.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8cc4cf66df3c80ab971048e457f1c3b54e1cb302a9ad6f1cba6a24784683905a
3
+ size 36581
runs/Sep13_00-08-59_nid006658/events.out.tfevents.1757714947.nid006658.6000.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c99c5d99d2cf4b6e251a65754c96c3c2f7a1fea930460c9081709dabdc6b581b
3
+ size 5604
runs/Sep13_02-42-56_nid007114/events.out.tfevents.1757724184.nid007114.256359.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:587addde6af647c22a4f9654f8868ae2e01c0f30f38c9336447b7a92c252020d
3
+ size 5844
runs/Sep13_03-18-33_nid006608/events.out.tfevents.1757726319.nid006608.74531.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc839de07771caec2e4355ca65b82e74d17481d69210f0ae91bce84d573d91fc
3
+ size 5637
runs/Sep13_13-04-34_nid006621/events.out.tfevents.1757761486.nid006621.110484.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8af4e14a5c0c956b6ddcd94d8dcbd15836a925ab4270a9053d4a1e6b30eee683
3
+ size 21138
runs/Sep13_16-35-48_nid006748/events.out.tfevents.1757774154.nid006748.195703.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31b632dd6216b94590cf7c8023d8cd666b4410bd82b0761fb5f5e3c86b9191d2
3
+ size 591817
runs/Sep14_03-10-51_nid006726/events.out.tfevents.1757812258.nid006726.69600.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f2561cd18393e81371d2242addef351945da0a429b1a36ac034536025a8d42c
3
+ size 5232
runs/Sep14_03-19-47_nid006726/events.out.tfevents.1757812794.nid006726.72480.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:407c96161847eabc3deee61a36ea1fea903b5f24a4e8f0f78fa9b977855fd2aa
3
+ size 5232
runs/Sep14_03-26-16_nid006726/events.out.tfevents.1757813184.nid006726.75048.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98ed373a716f67d971ca71450d1c103199e0dbc7ab6c3085f41fd4717460b91b
3
+ size 5232
runs/Sep14_03-33-05_nid006726/events.out.tfevents.1757813592.nid006726.83525.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0e1e0063d56a68bc0d85613597da747d1e86a5a3d2ab3db04a513283adbf106
3
+ size 5232
runs/Sep14_03-39-21_nid006726/events.out.tfevents.1757813968.nid006726.86050.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79fd7682670c3bd2a012483b7bbd86acf1be551944f1579e356cbe54d607943f
3
+ size 5232
runs/Sep14_03-45-04_nid006726/events.out.tfevents.1757814311.nid006726.88493.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5556c0271412a34f1d33b8b0898a84dea202aff35f14fdbf8acf2638b10e095
3
+ size 31892
runs/Sep14_04-32-21_nid007204/events.out.tfevents.1757817150.nid007204.51886.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:17381122e7ba8446bde61b662eb16c0d7b4a31bf1e37962e11b404d6b54f671a
3
+ size 26947
runs/Sep14_05-12-46_nid007237/events.out.tfevents.1757819574.nid007237.108860.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd7e1f3e2d2ff340afecb99135d62c0d767764142c88750fa6e923b9a2c242de
3
+ size 446197
runs/Sep14_13-25-37_nid007424/events.out.tfevents.1757849146.nid007424.136489.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:323e0140634b6128af4fd69ff7ea9dcad87abf5eb15553d475b7cb6d4cb3b151
3
+ size 5228
runs/Sep14_14-09-17_nid006665/events.out.tfevents.1757851764.nid006665.277341.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cdaadd5cf8395bcc3ac550f8d002a5dea84895855cfdd0b7bf149b3df897555b
3
+ size 5228
runs/Sep14_16-05-03_nid007152/events.out.tfevents.1757858711.nid007152.77315.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b950fd8bdee562d3ce3101cbefa4a7b2f7d0302fb387b07e0a2cb2dcf3d1da1
3
+ size 8353
runs/Sep14_18-15-13_nid006958/events.out.tfevents.1757866520.nid006958.104416.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96e70e5f5877112dad74b994dfdbd904118cf4d2beffbeda2a5987f48790fe05
3
+ size 5237
runs/Sep14_18-27-59_nid007178/events.out.tfevents.1757867286.nid007178.190529.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b64365e2fd1621ad68af3f0d686918f3e64c9b20ecb69915d643cb02c3854a8b
3
+ size 11307
runs/Sep14_20-40-46_nid007345/events.out.tfevents.1757875253.nid007345.135845.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fde09581a71901371e7d7d66e996ce15aef687b6297bdd051c2c87d412cdb0ab
3
+ size 5236
runs/Sep14_20-48-06_nid006878/events.out.tfevents.1757875693.nid006878.13392.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8f22f24c6243a0a34c044a6e82ef25da227e6ca77bb8944da5c0162385c5b121
3
+ size 7099
runs/Sep14_21-52-24_nid007249/events.out.tfevents.1757879556.nid007249.17581.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a0e17a3910cf3745230d5c280061e28c199697ade1a38e955a1ff1dea44a466
3
+ size 8563
runs/Sep14_22-00-06_nid007043/events.out.tfevents.1757880019.nid007043.32397.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b328bbbb83331da222a381b6c13d065a4fc470be65b6497855bbab865e6b76ba
3
+ size 5235
runs/Sep14_22-18-51_nid007230/events.out.tfevents.1757881139.nid007230.6286.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f4b81eb5fbf96625017af7e14bb7badf6e374f1c58216db0a1dddcfce344e86c
3
+ size 15737
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9540043b69e398857104c563a1ec22c9bcc89baa9d452eba21b4d93a7a7d15b2
3
+ size 5432