Judah Immanuel
commited on
Commit
·
b65dd0c
1
Parent(s):
00242b8
End of training
Browse files- README.md +49 -0
- config.json +26 -0
- merges.txt +666 -0
- model.safetensors +3 -0
- runs/Jan03_14-48-27_add8065c087e/events.out.tfevents.1704293312.add8065c087e.321.0 +3 -0
- training_args.bin +3 -0
- vocab.json +1 -0
README.md
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---
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tags:
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- generated_from_trainer
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model-index:
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- name: SMILES_BERT
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# SMILES_BERT
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This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 64
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.1.0+cu121
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- Tokenizers 0.15.0
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config.json
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{
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"architectures": [
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"RobertaForMaskedLM"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.37.0.dev0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52000
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}
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merges.txt
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#version: 0.2
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c c
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C C
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cc c
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č Ċ
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n c
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( =
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CC N
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cc ccc
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C c
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C N
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) -
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@ @
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] (
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1 2
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O c
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cc cc
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CC C
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N C
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O C
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) (
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N c
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C l
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c n
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) [
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c nc
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n cc
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C Oc
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O CC
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n H
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CC c
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) =
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cn n
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n n
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CC CC
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CN C
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C n
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2 3
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CC CN
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) (=
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CC OCC
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s c
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ccc nc
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C O
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( -
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n nc
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CCN C
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( [
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o c
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nc nc
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3 4
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F c
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]( [
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C OC
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cc n
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N Cc
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N CC
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Cl c
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CC CCC
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cccc n
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B r
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@ ]
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2 1
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n ccc
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CC OC
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cc nc
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CC n
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ccc o
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@@ ]
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CC Oc
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O Cc
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F C
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n cccc
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cc ncc
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C S
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ncc nc
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CC CCN
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CC Cc
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cnc nc
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CCC n
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n oc
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CCN CC
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- ]
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O CCN
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cn cc
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( \
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CC O
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CC CCNC
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CC CNC
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CN c
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C OCC
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S CCCN
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c sc
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c s
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N S
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S c
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+ ]
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ccc s
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N CCc
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OCC CN
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s ccc
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OC Oc
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CCC Oc
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N CCN
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n o
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n sc
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) \
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-] )=
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+ ]([
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@ ](
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N CCCN
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cc sc
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nc n
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cc nn
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ncc n
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nc sc
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NCC CCN
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CC S
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OCC c
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CC CCc
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CN CC
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OCC Oc
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CS c
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nc nn
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CCC F
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OCC OCC
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CCCC Oc
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CCCC CC
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nccc n
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ccc n
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@@ ](
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CCC O
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CCCC n
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S C
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CN Cc
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4 5
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1 3
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cn ccc
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o n
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CCN c
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1 1
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CCC Sc
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nc oc
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c oc
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N N
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OCC CCN
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N CCC
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ncc s
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Br c
|
150 |
+
3 2
|
151 |
+
-] [
|
152 |
+
nn n
|
153 |
+
CCC OC
|
154 |
+
N CCCC
|
155 |
+
OCC F
|
156 |
+
3 1
|
157 |
+
S CC
|
158 |
+
cc oc
|
159 |
+
cn ccn
|
160 |
+
+] (=
|
161 |
+
n s
|
162 |
+
CCN Cc
|
163 |
+
OCC O
|
164 |
+
CCCN c
|
165 |
+
CO Cc
|
166 |
+
CN CCc
|
167 |
+
cnc n
|
168 |
+
O CCC
|
169 |
+
C F
|
170 |
+
CCCC CN
|
171 |
+
CCCN CC
|
172 |
+
CCCC CCN
|
173 |
+
s n
|
174 |
+
( /
|
175 |
+
OCCN CCCF
|
176 |
+
CCN CCc
|
177 |
+
CN CCN
|
178 |
+
CO CCN
|
179 |
+
c o
|
180 |
+
CN CCO
|
181 |
+
+ ](
|
182 |
+
S Cc
|
183 |
+
-] )
|
184 |
+
cs cc
|
185 |
+
N O
|
186 |
+
o ccc
|
187 |
+
CC Sc
|
188 |
+
cnn n
|
189 |
+
O S
|
190 |
+
ccnc n
|
191 |
+
N H
|
192 |
+
CS C
|
193 |
+
CCCC CCCC
|
194 |
+
CO CCC
|
195 |
+
COCC Oc
|
196 |
+
ccc nn
|
197 |
+
cnc s
|
198 |
+
= [
|
199 |
+
S i
|
200 |
+
o nc
|
201 |
+
n ncc
|
202 |
+
s cnc
|
203 |
+
5 6
|
204 |
+
OCC Cc
|
205 |
+
CCCC CCC
|
206 |
+
NCC O
|
207 |
+
CC F
|
208 |
+
)( [
|
209 |
+
CCCC Cc
|
210 |
+
cs cn
|
211 |
+
CCCC CCOc
|
212 |
+
COCC Cc
|
213 |
+
CCS C
|
214 |
+
cn nc
|
215 |
+
NCC Cc
|
216 |
+
N CCNC
|
217 |
+
OCC n
|
218 |
+
CCCCN S
|
219 |
+
COCC n
|
220 |
+
O NC
|
221 |
+
O CCNC
|
222 |
+
CN S
|
223 |
+
CCCC CNC
|
224 |
+
OCCOCC OCCOCC
|
225 |
+
CCCCN c
|
226 |
+
N CCOCC
|
227 |
+
s cc
|
228 |
+
OCCN Cc
|
229 |
+
] )
|
230 |
+
2 2
|
231 |
+
OCC OC
|
232 |
+
OCCO CCNC
|
233 |
+
-] )(=
|
234 |
+
N NC
|
235 |
+
CC OCc
|
236 |
+
+] )
|
237 |
+
S CCN
|
238 |
+
4 3
|
239 |
+
CN CCC
|
240 |
+
CCC S
|
241 |
+
F CCOc
|
242 |
+
\ [
|
243 |
+
CC l
|
244 |
+
nc ncc
|
245 |
+
CCCC O
|
246 |
+
N OC
|
247 |
+
ncc o
|
248 |
+
CCCN S
|
249 |
+
OCCN c
|
250 |
+
cc nnc
|
251 |
+
CCC OCC
|
252 |
+
OCC CC
|
253 |
+
no nc
|
254 |
+
]( \
|
255 |
+
O CCNCC
|
256 |
+
CCO P
|
257 |
+
] [
|
258 |
+
o cnc
|
259 |
+
CCCC CCCN
|
260 |
+
+] =[
|
261 |
+
CO Nc
|
262 |
+
COCC c
|
263 |
+
OCCOCC OCC
|
264 |
+
S e
|
265 |
+
cnc o
|
266 |
+
NCC n
|
267 |
+
CCCCC Oc
|
268 |
+
COCC O
|
269 |
+
] )([
|
270 |
+
s nc
|
271 |
+
OCC CCNC
|
272 |
+
O P
|
273 |
+
CCN S
|
274 |
+
CCCC CCNC
|
275 |
+
CCCCN CCOc
|
276 |
+
N CN
|
277 |
+
OCC CCCCN
|
278 |
+
no cc
|
279 |
+
I c
|
280 |
+
CCN CCN
|
281 |
+
-] .
|
282 |
+
NCCN c
|
283 |
+
(= [
|
284 |
+
CCOCC OCCOCC
|
285 |
+
NCC Oc
|
286 |
+
+] [
|
287 |
+
NCCOCC Oc
|
288 |
+
O CCCn
|
289 |
+
O CCCF
|
290 |
+
cc on
|
291 |
+
OCC CCCNc
|
292 |
+
3 3
|
293 |
+
F CCn
|
294 |
+
N n
|
295 |
+
CCOCC Oc
|
296 |
+
CCS CC
|
297 |
+
NCCCC CCN
|
298 |
+
O H
|
299 |
+
OC F
|
300 |
+
OCC OCCN
|
301 |
+
nnc n
|
302 |
+
ccn o
|
303 |
+
. [
|
304 |
+
CN CCCOc
|
305 |
+
nn nc
|
306 |
+
nn nn
|
307 |
+
CCCC CCc
|
308 |
+
NCC S
|
309 |
+
OCCN CCCOc
|
310 |
+
2 4
|
311 |
+
4 4
|
312 |
+
N a
|
313 |
+
O CCCO
|
314 |
+
S CCC
|
315 |
+
OCC CNC
|
316 |
+
OCC OCCOc
|
317 |
+
CCCC CCCCn
|
318 |
+
CCOCC n
|
319 |
+
CO CCNC
|
320 |
+
nnc o
|
321 |
+
nnc s
|
322 |
+
S CCCc
|
323 |
+
CN CCCc
|
324 |
+
CN CCCCOc
|
325 |
+
cccc cc
|
326 |
+
CO P
|
327 |
+
CCCCC n
|
328 |
+
CS SC
|
329 |
+
NCCCC CN
|
330 |
+
1 0
|
331 |
+
3 5
|
332 |
+
N CCCCCC
|
333 |
+
CN CCOc
|
334 |
+
CCC l
|
335 |
+
CCCC CCn
|
336 |
+
CO N
|
337 |
+
CO CCCn
|
338 |
+
CO CCNc
|
339 |
+
NCC SC
|
340 |
+
# [
|
341 |
+
/ [
|
342 |
+
N CCCO
|
343 |
+
CN CCn
|
344 |
+
CCC SC
|
345 |
+
CCCC Sc
|
346 |
+
NCC F
|
347 |
+
NCC OC
|
348 |
+
OCCCN CC
|
349 |
+
NCCN S
|
350 |
+
ns nc
|
351 |
+
OCC CCc
|
352 |
+
OCC CCCN
|
353 |
+
CCCC S
|
354 |
+
CCCCN CC
|
355 |
+
NCCN CCCF
|
356 |
+
- ](
|
357 |
+
1 4
|
358 |
+
5 4
|
359 |
+
N CCCOc
|
360 |
+
nc on
|
361 |
+
cn oc
|
362 |
+
OCC CCOc
|
363 |
+
CO NC
|
364 |
+
NCC CCC
|
365 |
+
@] (=
|
366 |
+
COCC S
|
367 |
+
+] .[
|
368 |
+
+] #[
|
369 |
+
NCCCN c
|
370 |
+
OCCNCC CCc
|
371 |
+
) /
|
372 |
+
7 8
|
373 |
+
F e
|
374 |
+
O N
|
375 |
+
CC OCCN
|
376 |
+
CN CCCO
|
377 |
+
@@ +]([
|
378 |
+
OCC S
|
379 |
+
)= [
|
380 |
+
CCCC CCCCC
|
381 |
+
CCCC CCCCCN
|
382 |
+
CCOCC OCCOc
|
383 |
+
NCC CNC
|
384 |
+
NCC CCNC
|
385 |
+
CCCCN Cc
|
386 |
+
COCC CN
|
387 |
+
)\ [
|
388 |
+
CCCO N
|
389 |
+
NCCCC CCNC
|
390 |
+
co nc
|
391 |
+
N Nc
|
392 |
+
O CCCOc
|
393 |
+
O CCCOC
|
394 |
+
s ccn
|
395 |
+
CCN CCC
|
396 |
+
CCN CCn
|
397 |
+
CN CCCC
|
398 |
+
OCC CCCNC
|
399 |
+
CCCN Cc
|
400 |
+
CO S
|
401 |
+
ccn s
|
402 |
+
CS CC
|
403 |
+
-] )([
|
404 |
+
CCO N
|
405 |
+
COCC OCCOCCOCCOCC
|
406 |
+
OCCOCC F
|
407 |
+
NCCC S
|
408 |
+
NCCCC CCn
|
409 |
+
OCCOCCOCC OCc
|
410 |
+
OCCOCCOCC OCCOc
|
411 |
+
4 1
|
412 |
+
F CC
|
413 |
+
F CCCN
|
414 |
+
N CCCn
|
415 |
+
N CCCF
|
416 |
+
S CCCCN
|
417 |
+
o cc
|
418 |
+
CCC OCCn
|
419 |
+
OCC CNc
|
420 |
+
OCC CCF
|
421 |
+
CO CCCOc
|
422 |
+
34 56
|
423 |
+
NCC CCc
|
424 |
+
@@] (=
|
425 |
+
CCO CCC
|
426 |
+
CCO CCNC
|
427 |
+
COCC OCC
|
428 |
+
COCC OCCOCC
|
429 |
+
+] .
|
430 |
+
ncn s
|
431 |
+
CCS S
|
432 |
+
OCCOCC OCCF
|
433 |
+
co cn
|
434 |
+
CCCCCCCC CCC
|
435 |
+
78 9
|
436 |
+
- [
|
437 |
+
1 8
|
438 |
+
5 1
|
439 |
+
9 1
|
440 |
+
O O
|
441 |
+
S CCc
|
442 |
+
] (=
|
443 |
+
o ncc
|
444 |
+
s s
|
445 |
+
CN CCCN
|
446 |
+
CN CCS
|
447 |
+
12 3456
|
448 |
+
CCC OCc
|
449 |
+
OC OC
|
450 |
+
cn sc
|
451 |
+
nn ccc
|
452 |
+
CCCC OC
|
453 |
+
CCCC CCCCN
|
454 |
+
CCCC CCCCOc
|
455 |
+
CCCC CCNc
|
456 |
+
CCCC CCCCCCN
|
457 |
+
CCOCC OCc
|
458 |
+
CCOCC OCCOCCOCCOCC
|
459 |
+
CCOCC OCCOCCOc
|
460 |
+
CCCCN CCC
|
461 |
+
COCC OC
|
462 |
+
COCC OCCOCCOCCOCc
|
463 |
+
NCCC OC
|
464 |
+
NCCCC O
|
465 |
+
NCCCC CNC
|
466 |
+
CCCCCCCC CCCC
|
467 |
+
CCCCCCCC CCCCCCCC
|
468 |
+
NCCO CCNC
|
469 |
+
NCCOCC OCC
|
470 |
+
123456 789
|
471 |
+
C P
|
472 |
+
F CCc
|
473 |
+
N NCC
|
474 |
+
S CCNC
|
475 |
+
] )[
|
476 |
+
CCN CCOc
|
477 |
+
CCN CCCCN
|
478 |
+
CCN CCCc
|
479 |
+
NC n
|
480 |
+
OC B
|
481 |
+
OCC CCC
|
482 |
+
OCC CCCCC
|
483 |
+
OCC CCNCC
|
484 |
+
nn sc
|
485 |
+
CCCC CCNCC
|
486 |
+
CCCC CNc
|
487 |
+
CCCC CCCOc
|
488 |
+
CCCC CNCC
|
489 |
+
CCOCC F
|
490 |
+
COC Oc
|
491 |
+
NCC OCCNc
|
492 |
+
CS CCC
|
493 |
+
CS SCC
|
494 |
+
-] )-
|
495 |
+
OCCN S
|
496 |
+
COCC OCCOc
|
497 |
+
COCC OCCOCCOc
|
498 |
+
OCCCN CCOc
|
499 |
+
NCCCCN S
|
500 |
+
NCCCCN c
|
501 |
+
OCCOCC OCCNC
|
502 |
+
NCCC OCCO
|
503 |
+
NCCCC CCNc
|
504 |
+
CCCCCCCC CCn
|
505 |
+
OCCOCCOCCOCC OCCOCCOCCOCC
|
506 |
+
NCCOCC OCCOCC
|
507 |
+
CCOCCOCCOCC n
|
508 |
+
CCOCCOCCOCC OCCNC
|
509 |
+
COCCOCCOCC OCCN
|
510 |
+
N P
|
511 |
+
N Oc
|
512 |
+
N CNC
|
513 |
+
N CCCCOc
|
514 |
+
N CCCCn
|
515 |
+
O B
|
516 |
+
O CN
|
517 |
+
S CCOc
|
518 |
+
S CCO
|
519 |
+
] )(
|
520 |
+
nc no
|
521 |
+
CN CCCCCC
|
522 |
+
cn sn
|
523 |
+
OCC CCCC
|
524 |
+
OCC OCc
|
525 |
+
OCC CCO
|
526 |
+
OCC Sc
|
527 |
+
OCC CCCOc
|
528 |
+
CCCC CCCCNC
|
529 |
+
CCCC CCCCc
|
530 |
+
CCCC CCCCCC
|
531 |
+
CCCN CCN
|
532 |
+
CCCN CCc
|
533 |
+
CCCN CCCCCc
|
534 |
+
CCOCC c
|
535 |
+
CCOCC CCc
|
536 |
+
CCOCC OCCNc
|
537 |
+
CO n
|
538 |
+
CCCCN CCc
|
539 |
+
OCCN CCNc
|
540 |
+
(\ [
|
541 |
+
COCC CC
|
542 |
+
COCC CCN
|
543 |
+
COCC CNC
|
544 |
+
COCC CNc
|
545 |
+
cs nn
|
546 |
+
NCCCN S
|
547 |
+
CCS Cc
|
548 |
+
CCCO S
|
549 |
+
NCCCC Cc
|
550 |
+
NCCCC CCC
|
551 |
+
NCCCC CCc
|
552 |
+
NCCCC CCCCNc
|
553 |
+
OCCO NC
|
554 |
+
CCCCCN S
|
555 |
+
CCCCCCCC Cc
|
556 |
+
CCOCCOCCOCC OCCn
|
557 |
+
NCCCOCCO OCCCCCNC
|
558 |
+
* )-
|
559 |
+
+ +][
|
560 |
+
4 6
|
561 |
+
6 7
|
562 |
+
C B
|
563 |
+
C H
|
564 |
+
C a
|
565 |
+
F CCN
|
566 |
+
F CCOCCOc
|
567 |
+
N OCCN
|
568 |
+
N CNS
|
569 |
+
R e
|
570 |
+
R u
|
571 |
+
S COc
|
572 |
+
S CCOC
|
573 |
+
S CCCF
|
574 |
+
T e
|
575 |
+
] \
|
576 |
+
] )-
|
577 |
+
s ncc
|
578 |
+
CN N
|
579 |
+
CN CCNC
|
580 |
+
CN CCCCc
|
581 |
+
CN CCCF
|
582 |
+
CN CCCSc
|
583 |
+
CN CCCCCOc
|
584 |
+
)- [
|
585 |
+
@@ ]([
|
586 |
+
@@ +]
|
587 |
+
Cl C
|
588 |
+
cnc nn
|
589 |
+
OCC CCCCn
|
590 |
+
OCC CCOCc
|
591 |
+
OCC CCl
|
592 |
+
OCC OCCNc
|
593 |
+
OCC CCCCCn
|
594 |
+
CCCC F
|
595 |
+
CCCC CCCc
|
596 |
+
CCCC CCCNC
|
597 |
+
CCCC SC
|
598 |
+
CCCC CCCCCOc
|
599 |
+
CCCC OCCCCc
|
600 |
+
CCCC CCOCCCCc
|
601 |
+
CCCN CCCC
|
602 |
+
CCCN CCOc
|
603 |
+
CCOCC OCCn
|
604 |
+
CCOCC OCCOCCNC
|
605 |
+
CCOCC OCCOCCNc
|
606 |
+
NCC CCCn
|
607 |
+
NCC CCCOc
|
608 |
+
NCC CCCO
|
609 |
+
NCC SCc
|
610 |
+
CCCCC O
|
611 |
+
CCCCC OC
|
612 |
+
CS CCNc
|
613 |
+
CCNCC CCc
|
614 |
+
-] )[
|
615 |
+
-] #[
|
616 |
+
OCCN CCC
|
617 |
+
OCCN CCc
|
618 |
+
OCCN CCCSc
|
619 |
+
COCC F
|
620 |
+
COCC CCC
|
621 |
+
COCC CCOc
|
622 |
+
COCC OCCNC
|
623 |
+
COCC OCCOCCNC
|
624 |
+
COCC OCCOCCN
|
625 |
+
+] =
|
626 |
+
+] )[
|
627 |
+
OCCCN CCc
|
628 |
+
CCS SC
|
629 |
+
OCCOCC S
|
630 |
+
OCCOCC CNC
|
631 |
+
OCCOCC OCCN
|
632 |
+
CCCCCC Sc
|
633 |
+
CCCO CCNC
|
634 |
+
SC F
|
635 |
+
OCCCCN CCc
|
636 |
+
NCCC OCCOc
|
637 |
+
NCCCC CCOc
|
638 |
+
NCCCC CCO
|
639 |
+
NCCCC CCCCNC
|
640 |
+
NCCCC CCNS
|
641 |
+
ns cc
|
642 |
+
OCCO P
|
643 |
+
OCCC S
|
644 |
+
OCCC OCCOCCOCC
|
645 |
+
CCCCCN CCC
|
646 |
+
CCCCCCN S
|
647 |
+
CCCCCCCC CCCCCCCCC
|
648 |
+
NCCO OCCCCNC
|
649 |
+
OCCOCCOCCOCC F
|
650 |
+
OCCOCCOCCOCC S
|
651 |
+
OCCOCCOCCOCC OCCOc
|
652 |
+
OCCOCCOCCOCC OCCOCCOc
|
653 |
+
OCCOCCOCCOCC OCCS
|
654 |
+
NCCOCC OCCOCCOCCOCC
|
655 |
+
SCCN CCCOc
|
656 |
+
OCCNCC O
|
657 |
+
OCCOCCOCC S
|
658 |
+
CCOCCOCCOCC OCCNc
|
659 |
+
COCCOCCOCCOCCOCC OCc
|
660 |
+
COCCOCCOCCOCCOCC OCCOCCOCCOCc
|
661 |
+
COCCOCCOCCOCCOCC OCCOCc
|
662 |
+
COCCOCCOCC OCCOc
|
663 |
+
CCOCCOCCOCCOCCOCC n
|
664 |
+
NCCOCCOCCOCC OCCC
|
665 |
+
CCCNCCN CCCNCC
|
666 |
+
OCCCOCCOCCOCC CNC
|
model.safetensors
ADDED
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