Upload folder using huggingface_hub
Browse files- README.md +314 -0
- config.json +32 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +591 -0
- pytorch_model-00001-of-00002.bin +3 -0
- pytorch_model-00002-of-00002.bin +3 -0
- pytorch_model.bin.index.json +593 -0
- special_tokens_map.json +12 -0
- tokenizer_config.json +69 -0
- vocab.txt +26 -0
README.md
ADDED
|
@@ -0,0 +1,314 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language: rna
|
| 3 |
+
tags:
|
| 4 |
+
- Biology
|
| 5 |
+
- RNA
|
| 6 |
+
license: agpl-3.0
|
| 7 |
+
datasets:
|
| 8 |
+
- multimolecule/ena
|
| 9 |
+
library_name: multimolecule
|
| 10 |
+
base_model: multimolecule/aido.rna-1.6b
|
| 11 |
+
pipeline_tag: fill-mask
|
| 12 |
+
mask_token: "<mask>"
|
| 13 |
+
widget:
|
| 14 |
+
- example_title: "HIV-1"
|
| 15 |
+
text: "GGUC<mask>CUCUGGUUAGACCAGAUCUGAGCCU"
|
| 16 |
+
output:
|
| 17 |
+
- label: "A"
|
| 18 |
+
score: 0.1288139671087265
|
| 19 |
+
- label: "R"
|
| 20 |
+
score: 0.11929940432310104
|
| 21 |
+
- label: "M"
|
| 22 |
+
score: 0.11779318749904633
|
| 23 |
+
- label: "V"
|
| 24 |
+
score: 0.11530579626560211
|
| 25 |
+
- label: "G"
|
| 26 |
+
score: 0.11048755794763565
|
| 27 |
+
- example_title: "microRNA-21"
|
| 28 |
+
text: "UAGC<mask>UAUCAGACUGAUGUUG"
|
| 29 |
+
output:
|
| 30 |
+
- label: "A"
|
| 31 |
+
score: 0.16018971800804138
|
| 32 |
+
- label: "M"
|
| 33 |
+
score: 0.13473322987556458
|
| 34 |
+
- label: "R"
|
| 35 |
+
score: 0.11473158001899719
|
| 36 |
+
- label: "V"
|
| 37 |
+
score: 0.11425967514514923
|
| 38 |
+
- label: "C"
|
| 39 |
+
score: 0.11332215368747711
|
| 40 |
+
---
|
| 41 |
+
|
| 42 |
+
# AIDO.RNA
|
| 43 |
+
|
| 44 |
+
Pre-trained model on non-coding RNA (ncRNA) using a masked language modeling (MLM) objective.
|
| 45 |
+
|
| 46 |
+
## Disclaimer
|
| 47 |
+
|
| 48 |
+
This is an UNOFFICIAL implementation of the [A Large-Scale Foundation Model for RNA Function and Structure Prediction](https://doi.org/10.1101/2024.11.28.625345) by Shuxian Zou, Tianhua Tao, Sazan Mahbub, et al.
|
| 49 |
+
|
| 50 |
+
The OFFICIAL repository of AIDO.RNA is at [genbio-ai/AIDO](https://github.com/genbio-ai/AIDO).
|
| 51 |
+
|
| 52 |
+
> [!WARNING]
|
| 53 |
+
> The MultiMolecule team is aware of a potential risk in reproducing the results of AIDO.RNA.
|
| 54 |
+
>
|
| 55 |
+
> The original implementation of AIDO.RNA uses a special tokenizer that identifies `U` and `T` as different tokens.
|
| 56 |
+
>
|
| 57 |
+
> This behaviour is not supported by MultiMolecule.
|
| 58 |
+
|
| 59 |
+
> [!TIP]
|
| 60 |
+
> The MultiMolecule team has confirmed that the provided model and checkpoints are producing the same intermediate representations as the original implementation.
|
| 61 |
+
|
| 62 |
+
**The team releasing AIDO.RNA did not write this model card for this model so this model card has been written by the MultiMolecule team.**
|
| 63 |
+
|
| 64 |
+
## Model Details
|
| 65 |
+
|
| 66 |
+
AIDO.RNA is a [bert](https://huggingface.co/google-bert/bert-base-uncased)-style model pre-trained on a large corpus of non-coding RNA sequences in a self-supervised fashion. This means that the model was trained on the raw nucleotides of RNA sequences only, with an automatic process to generate inputs and labels from those texts. Please refer to the [Training Details](#training-details) section for more information on the training process.
|
| 67 |
+
|
| 68 |
+
### Variants
|
| 69 |
+
|
| 70 |
+
- **[multimolecule/aido.rna-1.6b](https://huggingface.co/multimolecule/aido.rna-1.6b)**: The AIDO.RNA model with 1.6 billion parameters.
|
| 71 |
+
- **[multimolecule/aido.rna-650m](https://huggingface.co/multimolecule/aido.rna-650m)**: The AIDO.RNA model with 650 million parameters.
|
| 72 |
+
|
| 73 |
+
### Model Specification
|
| 74 |
+
|
| 75 |
+
<table>
|
| 76 |
+
<thead>
|
| 77 |
+
<tr>
|
| 78 |
+
<th>Variants</th>
|
| 79 |
+
<th>Num Layers</th>
|
| 80 |
+
<th>Hidden Size</th>
|
| 81 |
+
<th>Num Heads</th>
|
| 82 |
+
<th>Intermediate Size</th>
|
| 83 |
+
<th>Num Parameters (M)</th>
|
| 84 |
+
<th>FLOPs (G)</th>
|
| 85 |
+
<th>MACs (G)</th>
|
| 86 |
+
<th>Max Num Tokens</th>
|
| 87 |
+
</tr>
|
| 88 |
+
</thead>
|
| 89 |
+
<tbody>
|
| 90 |
+
<tr>
|
| 91 |
+
<td>AIDO.RNA-1.6B</td>
|
| 92 |
+
<td>32</td>
|
| 93 |
+
<td>2048</td>
|
| 94 |
+
<td>32</td>
|
| 95 |
+
<td>5440</td>
|
| 96 |
+
<td>1650.29</td>
|
| 97 |
+
<td>415.67</td>
|
| 98 |
+
<td>207.77</td>
|
| 99 |
+
<td rowspan="2">1022</td>
|
| 100 |
+
</tr>
|
| 101 |
+
<tr>
|
| 102 |
+
<td>AIDO.RNA-650M</td>
|
| 103 |
+
<td>33</td>
|
| 104 |
+
<td>1280</td>
|
| 105 |
+
<td>20</td>
|
| 106 |
+
<td>3392</td>
|
| 107 |
+
<td>648.38</td>
|
| 108 |
+
<td>168.25</td>
|
| 109 |
+
<td>80.09</td>
|
| 110 |
+
</tr>
|
| 111 |
+
</tbody>
|
| 112 |
+
</table>
|
| 113 |
+
|
| 114 |
+
### Links
|
| 115 |
+
|
| 116 |
+
- **Code**: [multimolecule.aido_rna](https://github.com/DLS5-Omics/multimolecule/tree/master/multimolecule/models/aido_rna)
|
| 117 |
+
- **Weights**: [multimolecule/aido.rna](https://huggingface.co/multimolecule/aido.rna)
|
| 118 |
+
- **Data**: [multimolecule/rnacentral](https://huggingface.co/datasets/multimolecule/rnacentral)
|
| 119 |
+
- **Paper**: [A Large-Scale Foundation Model for RNA Function and Structure Prediction](https://doi.org/10.1101/2024.11.28.625345)
|
| 120 |
+
- **Developed by**: Shuxian Zou, Tianhua Tao, Sazan Mahbub, Caleb N. Ellington, Robin Algayres, Dian Li, Yonghao Zhuang, Hongyi Wang, Le Song, Eric P. Xing
|
| 121 |
+
- **Model type**: [BERT](https://huggingface.co/google-bert/bert-base-uncased)
|
| 122 |
+
- **Original Repository**: [genbio-ai/AIDO](https://github.com/genbio-ai/AIDO)
|
| 123 |
+
|
| 124 |
+
## Usage
|
| 125 |
+
|
| 126 |
+
The model file depends on the [`multimolecule`](https://multimolecule.danling.org) library. You can install it using pip:
|
| 127 |
+
|
| 128 |
+
```bash
|
| 129 |
+
pip install multimolecule
|
| 130 |
+
```
|
| 131 |
+
|
| 132 |
+
### Direct Use
|
| 133 |
+
|
| 134 |
+
You can use this model directly with a pipeline for masked language modeling:
|
| 135 |
+
|
| 136 |
+
```python
|
| 137 |
+
>>> import multimolecule # you must import multimolecule to register models
|
| 138 |
+
>>> from transformers import pipeline
|
| 139 |
+
|
| 140 |
+
>>> unmasker = pipeline("fill-mask", model="multimolecule/aido.rna-1.6b")
|
| 141 |
+
>>> unmasker("gguc<mask>cucugguuagaccagaucugagccu")
|
| 142 |
+
[{'score': 0.1288139671087265,
|
| 143 |
+
'token': 6,
|
| 144 |
+
'token_str': 'A',
|
| 145 |
+
'sequence': 'G G U C A C U C U G G U U A G A C C A G A U C U G A G C C U'},
|
| 146 |
+
{'score': 0.11929940432310104,
|
| 147 |
+
'token': 11,
|
| 148 |
+
'token_str': 'R',
|
| 149 |
+
'sequence': 'G G U C R C U C U G G U U A G A C C A G A U C U G A G C C U'},
|
| 150 |
+
{'score': 0.11779318749904633,
|
| 151 |
+
'token': 16,
|
| 152 |
+
'token_str': 'M',
|
| 153 |
+
'sequence': 'G G U C M C U C U G G U U A G A C C A G A U C U G A G C C U'},
|
| 154 |
+
{'score': 0.11530579626560211,
|
| 155 |
+
'token': 20,
|
| 156 |
+
'token_str': 'V',
|
| 157 |
+
'sequence': 'G G U C V C U C U G G U U A G A C C A G A U C U G A G C C U'},
|
| 158 |
+
{'score': 0.11048755794763565,
|
| 159 |
+
'token': 8,
|
| 160 |
+
'token_str': 'G',
|
| 161 |
+
'sequence': 'G G U C G C U C U G G U U A G A C C A G A U C U G A G C C U'}]
|
| 162 |
+
```
|
| 163 |
+
|
| 164 |
+
### Downstream Use
|
| 165 |
+
|
| 166 |
+
#### Extract Features
|
| 167 |
+
|
| 168 |
+
Here is how to use this model to get the features of a given sequence in PyTorch:
|
| 169 |
+
|
| 170 |
+
```python
|
| 171 |
+
from multimolecule import RnaTokenizer, AidoRnaModel
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
tokenizer = RnaTokenizer.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 175 |
+
model = AidoRnaModel.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 176 |
+
|
| 177 |
+
text = "UAGCUUAUCAGACUGAUGUUG"
|
| 178 |
+
input = tokenizer(text, return_tensors="pt")
|
| 179 |
+
|
| 180 |
+
output = model(**input)
|
| 181 |
+
```
|
| 182 |
+
|
| 183 |
+
#### Sequence Classification / Regression
|
| 184 |
+
|
| 185 |
+
> [!NOTE]
|
| 186 |
+
> This model is not fine-tuned for any specific task. You will need to fine-tune the model on a downstream task to use it for sequence classification or regression.
|
| 187 |
+
|
| 188 |
+
Here is how to use this model as backbone to fine-tune for a sequence-level task in PyTorch:
|
| 189 |
+
|
| 190 |
+
```python
|
| 191 |
+
import torch
|
| 192 |
+
from multimolecule import RnaTokenizer, AidoRnaForSequencePrediction
|
| 193 |
+
|
| 194 |
+
|
| 195 |
+
tokenizer = RnaTokenizer.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 196 |
+
model = AidoRnaForSequencePrediction.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 197 |
+
|
| 198 |
+
text = "UAGCUUAUCAGACUGAUGUUG"
|
| 199 |
+
input = tokenizer(text, return_tensors="pt")
|
| 200 |
+
label = torch.tensor([1])
|
| 201 |
+
|
| 202 |
+
output = model(**input, labels=label)
|
| 203 |
+
```
|
| 204 |
+
|
| 205 |
+
#### Token Classification / Regression
|
| 206 |
+
|
| 207 |
+
> [!NOTE]
|
| 208 |
+
> This model is not fine-tuned for any specific task. You will need to fine-tune the model on a downstream task to use it for token classification or regression.
|
| 209 |
+
|
| 210 |
+
Here is how to use this model as backbone to fine-tune for a nucleotide-level task in PyTorch:
|
| 211 |
+
|
| 212 |
+
```python
|
| 213 |
+
import torch
|
| 214 |
+
from multimolecule import RnaTokenizer, AidoRnaForTokenPrediction
|
| 215 |
+
|
| 216 |
+
|
| 217 |
+
tokenizer = RnaTokenizer.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 218 |
+
model = AidoRnaForTokenPrediction.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 219 |
+
|
| 220 |
+
text = "UAGCUUAUCAGACUGAUGUUG"
|
| 221 |
+
input = tokenizer(text, return_tensors="pt")
|
| 222 |
+
label = torch.randint(2, (len(text), ))
|
| 223 |
+
|
| 224 |
+
output = model(**input, labels=label)
|
| 225 |
+
```
|
| 226 |
+
|
| 227 |
+
#### Contact Classification / Regression
|
| 228 |
+
|
| 229 |
+
> [!NOTE]
|
| 230 |
+
> This model is not fine-tuned for any specific task. You will need to fine-tune the model on a downstream task to use it for contact classification or regression.
|
| 231 |
+
|
| 232 |
+
Here is how to use this model as backbone to fine-tune for a contact-level task in PyTorch:
|
| 233 |
+
|
| 234 |
+
```python
|
| 235 |
+
import torch
|
| 236 |
+
from multimolecule import RnaTokenizer, AidoRnaForContactPrediction
|
| 237 |
+
|
| 238 |
+
|
| 239 |
+
tokenizer = RnaTokenizer.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 240 |
+
model = AidoRnaForContactPrediction.from_pretrained("multimolecule/aido.rna-1.6b")
|
| 241 |
+
|
| 242 |
+
text = "UAGCUUAUCAGACUGAUGUUG"
|
| 243 |
+
input = tokenizer(text, return_tensors="pt")
|
| 244 |
+
label = torch.randint(2, (len(text), len(text)))
|
| 245 |
+
|
| 246 |
+
output = model(**input, labels=label)
|
| 247 |
+
```
|
| 248 |
+
|
| 249 |
+
## Training Details
|
| 250 |
+
|
| 251 |
+
AIDO.RNA used Masked Language Modeling (MLM) as the pre-training objective: taking a sequence, the model randomly masks 15% of the tokens in the input then runs the entire masked sentence through the model and has to predict the masked tokens. This is comparable to the Cloze task in language modeling.
|
| 252 |
+
|
| 253 |
+
### Training Data
|
| 254 |
+
|
| 255 |
+
The AIDO.RNA model was pre-trained on [RNAcentral](https://multimolecule.danling.org/datasets/rnacentral) and [MARS](https://ngdc.cncb.ac.cn/omix/release/OMIX003037).
|
| 256 |
+
RNAcentral is a free, public resource that offers integrated access to a comprehensive and up-to-date set of non-coding RNA sequences provided by a collaborating group of [Expert Databases](https://rnacentral.org/expert-databases) representing a broad range of organisms and RNA types.
|
| 257 |
+
|
| 258 |
+
AIDO.RNA applied SeqKit to remove duplicated sequences in the RNAcentral, resulting 42 million unique sequences.
|
| 259 |
+
|
| 260 |
+
Note that AIDO.RNA identifies `U` and `T` as different tokens, which is not supported by MultiMolecule. During model conversion, the embeddings of `T` is discarded. This means that the model will not be able to distinguish between `U` and `T` in the input sequences.
|
| 261 |
+
|
| 262 |
+
### Training Procedure
|
| 263 |
+
|
| 264 |
+
#### Preprocessing
|
| 265 |
+
|
| 266 |
+
AIDO.RNA used masked language modeling (MLM) as the pre-training objective. The masking procedure is similar to the one used in BERT:
|
| 267 |
+
|
| 268 |
+
- 15% of the tokens are masked.
|
| 269 |
+
- In 80% of the cases, the masked tokens are replaced by `<mask>`.
|
| 270 |
+
- In 10% of the cases, the masked tokens are replaced by a random token (different) from the one they replace.
|
| 271 |
+
- In the 10% remaining cases, the masked tokens are left as is.
|
| 272 |
+
|
| 273 |
+
#### Pre-training
|
| 274 |
+
|
| 275 |
+
- Epochs: 6
|
| 276 |
+
- Optimizer: AdamW
|
| 277 |
+
- Learning rate: 5e-5
|
| 278 |
+
- Learning rate warm-up: 2,000 steps
|
| 279 |
+
- Learning rate scheduler: Cosine
|
| 280 |
+
- Minimum learning rate: 1e-5
|
| 281 |
+
- Weight decay: 0.01
|
| 282 |
+
|
| 283 |
+
## Citation
|
| 284 |
+
|
| 285 |
+
**BibTeX**:
|
| 286 |
+
|
| 287 |
+
```bibtex
|
| 288 |
+
@article {Zou2024.11.28.625345,
|
| 289 |
+
author = {Zou, Shuxian and Tao, Tianhua and Mahbub, Sazan and Ellington, Caleb N. and Algayres, Robin and Li, Dian and Zhuang, Yonghao and Wang, Hongyi and Song, Le and Xing, Eric P.},
|
| 290 |
+
title = {A Large-Scale Foundation Model for RNA Function and Structure Prediction},
|
| 291 |
+
elocation-id = {2024.11.28.625345},
|
| 292 |
+
year = {2024},
|
| 293 |
+
doi = {10.1101/2024.11.28.625345},
|
| 294 |
+
publisher = {Cold Spring Harbor Laboratory},
|
| 295 |
+
abstract = {Originally marginalized as an intermediate in the information flow from DNA to protein, RNA has become the star of modern biology, holding the key to precision therapeutics, genetic engineering, evolutionary origins, and our understanding of fundamental cellular processes. Yet RNA is as mysterious as it is prolific, serving as an information store, a messenger, and a catalyst, spanning many underchar-acterized functional and structural classes. Deciphering the language of RNA is important not only for a mechanistic understanding of its biological functions but also for accelerating drug design. Toward this goal, we introduce AIDO.RNA, a pre-trained module for RNA in an AI-driven Digital Organism [1]. AIDO.RNA contains a scale of 1.6 billion parameters, trained on 42 million non-coding RNA (ncRNA) sequences at single-nucleotide resolution, and it achieves state-of-the-art performance on a comprehensive set of tasks, including structure prediction, genetic regulation, molecular function across species, and RNA sequence design. AIDO.RNA after domain adaptation learns to model essential parts of protein translation that protein language models, which have received widespread attention in recent years, do not. More broadly, AIDO.RNA hints at the generality of biological sequence modeling and the ability to leverage the central dogma to improve many biomolecular representations. Models and code are available through ModelGenerator in https://github.com/genbio-ai/AIDO and on Hugging Face.Competing Interest StatementThe authors have declared no competing interest.},
|
| 296 |
+
URL = {https://www.biorxiv.org/content/early/2024/11/29/2024.11.28.625345},
|
| 297 |
+
eprint = {https://www.biorxiv.org/content/early/2024/11/29/2024.11.28.625345.full.pdf},
|
| 298 |
+
journal = {bioRxiv}
|
| 299 |
+
}
|
| 300 |
+
```
|
| 301 |
+
|
| 302 |
+
## Contact
|
| 303 |
+
|
| 304 |
+
Please use GitHub issues of [MultiMolecule](https://github.com/DLS5-Omics/multimolecule/issues) for any questions or comments on the model card.
|
| 305 |
+
|
| 306 |
+
Please contact the authors of the [AIDO.RNA paper](https://doi.org/10.1101/2024.11.28.625345) for questions or comments on the paper/model.
|
| 307 |
+
|
| 308 |
+
## License
|
| 309 |
+
|
| 310 |
+
This model is licensed under the [AGPL-3.0 License](https://www.gnu.org/licenses/agpl-3.0.html).
|
| 311 |
+
|
| 312 |
+
```spdx
|
| 313 |
+
SPDX-License-Identifier: AGPL-3.0-or-later
|
| 314 |
+
```
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"AidoRnaForPreTraining"
|
| 4 |
+
],
|
| 5 |
+
"attention_dropout": 0.0,
|
| 6 |
+
"bos_token_id": 1,
|
| 7 |
+
"eos_token_id": 2,
|
| 8 |
+
"head": null,
|
| 9 |
+
"hidden_act": "silu",
|
| 10 |
+
"hidden_dropout": 0.0,
|
| 11 |
+
"hidden_size": 2048,
|
| 12 |
+
"id2label": null,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 5440,
|
| 15 |
+
"label2id": null,
|
| 16 |
+
"layer_norm_eps": 1e-05,
|
| 17 |
+
"lm_head": null,
|
| 18 |
+
"mask_token_id": 4,
|
| 19 |
+
"max_position_embeddings": 1024,
|
| 20 |
+
"model_type": "aido.rna",
|
| 21 |
+
"null_token_id": 5,
|
| 22 |
+
"num_attention_heads": 32,
|
| 23 |
+
"num_hidden_layers": 32,
|
| 24 |
+
"num_labels": 1,
|
| 25 |
+
"pad_token_id": 0,
|
| 26 |
+
"position_embedding_type": "rotary",
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.50.0",
|
| 29 |
+
"unk_token_id": 3,
|
| 30 |
+
"use_cache": true,
|
| 31 |
+
"vocab_size": 26
|
| 32 |
+
}
|
model-00001-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4116b042f6b11c7935ebaaac57321104c3af74075945f6eb4a5e620f463104d8
|
| 3 |
+
size 4978684608
|
model-00002-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:60207e3a601348f695868e9288c818aee3e921388d0efb1ca6529cc4442f4bf5
|
| 3 |
+
size 1467844280
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,591 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"total_size": 6446456936
|
| 4 |
+
},
|
| 5 |
+
"weight_map": {
|
| 6 |
+
"aido_rna.embeddings.word_embeddings.weight": "model-00001-of-00002.safetensors",
|
| 7 |
+
"aido_rna.encoder.layer.0.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 8 |
+
"aido_rna.encoder.layer.0.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 9 |
+
"aido_rna.encoder.layer.0.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 10 |
+
"aido_rna.encoder.layer.0.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 11 |
+
"aido_rna.encoder.layer.0.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 12 |
+
"aido_rna.encoder.layer.0.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 13 |
+
"aido_rna.encoder.layer.0.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 14 |
+
"aido_rna.encoder.layer.0.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 15 |
+
"aido_rna.encoder.layer.0.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 16 |
+
"aido_rna.encoder.layer.0.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 17 |
+
"aido_rna.encoder.layer.0.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 18 |
+
"aido_rna.encoder.layer.0.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 19 |
+
"aido_rna.encoder.layer.0.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 20 |
+
"aido_rna.encoder.layer.0.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 21 |
+
"aido_rna.encoder.layer.0.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 22 |
+
"aido_rna.encoder.layer.0.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 23 |
+
"aido_rna.encoder.layer.0.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 24 |
+
"aido_rna.encoder.layer.0.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 25 |
+
"aido_rna.encoder.layer.1.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 26 |
+
"aido_rna.encoder.layer.1.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 27 |
+
"aido_rna.encoder.layer.1.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 28 |
+
"aido_rna.encoder.layer.1.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 29 |
+
"aido_rna.encoder.layer.1.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 30 |
+
"aido_rna.encoder.layer.1.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 31 |
+
"aido_rna.encoder.layer.1.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 32 |
+
"aido_rna.encoder.layer.1.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 33 |
+
"aido_rna.encoder.layer.1.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 34 |
+
"aido_rna.encoder.layer.1.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 35 |
+
"aido_rna.encoder.layer.1.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 36 |
+
"aido_rna.encoder.layer.1.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 37 |
+
"aido_rna.encoder.layer.1.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 38 |
+
"aido_rna.encoder.layer.1.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 39 |
+
"aido_rna.encoder.layer.1.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 40 |
+
"aido_rna.encoder.layer.1.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 41 |
+
"aido_rna.encoder.layer.1.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 42 |
+
"aido_rna.encoder.layer.1.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 43 |
+
"aido_rna.encoder.layer.10.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 44 |
+
"aido_rna.encoder.layer.10.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 45 |
+
"aido_rna.encoder.layer.10.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 46 |
+
"aido_rna.encoder.layer.10.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 47 |
+
"aido_rna.encoder.layer.10.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 48 |
+
"aido_rna.encoder.layer.10.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 49 |
+
"aido_rna.encoder.layer.10.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 50 |
+
"aido_rna.encoder.layer.10.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 51 |
+
"aido_rna.encoder.layer.10.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 52 |
+
"aido_rna.encoder.layer.10.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 53 |
+
"aido_rna.encoder.layer.10.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 54 |
+
"aido_rna.encoder.layer.10.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 55 |
+
"aido_rna.encoder.layer.10.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 56 |
+
"aido_rna.encoder.layer.10.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 57 |
+
"aido_rna.encoder.layer.10.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 58 |
+
"aido_rna.encoder.layer.10.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 59 |
+
"aido_rna.encoder.layer.10.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 60 |
+
"aido_rna.encoder.layer.10.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 61 |
+
"aido_rna.encoder.layer.11.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 62 |
+
"aido_rna.encoder.layer.11.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 63 |
+
"aido_rna.encoder.layer.11.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 64 |
+
"aido_rna.encoder.layer.11.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 65 |
+
"aido_rna.encoder.layer.11.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 66 |
+
"aido_rna.encoder.layer.11.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 67 |
+
"aido_rna.encoder.layer.11.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 68 |
+
"aido_rna.encoder.layer.11.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 69 |
+
"aido_rna.encoder.layer.11.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 70 |
+
"aido_rna.encoder.layer.11.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 71 |
+
"aido_rna.encoder.layer.11.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 72 |
+
"aido_rna.encoder.layer.11.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 73 |
+
"aido_rna.encoder.layer.11.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 74 |
+
"aido_rna.encoder.layer.11.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 75 |
+
"aido_rna.encoder.layer.11.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 76 |
+
"aido_rna.encoder.layer.11.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 77 |
+
"aido_rna.encoder.layer.11.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 78 |
+
"aido_rna.encoder.layer.11.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 79 |
+
"aido_rna.encoder.layer.12.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 80 |
+
"aido_rna.encoder.layer.12.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 81 |
+
"aido_rna.encoder.layer.12.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 82 |
+
"aido_rna.encoder.layer.12.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 83 |
+
"aido_rna.encoder.layer.12.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 84 |
+
"aido_rna.encoder.layer.12.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 85 |
+
"aido_rna.encoder.layer.12.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 86 |
+
"aido_rna.encoder.layer.12.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 87 |
+
"aido_rna.encoder.layer.12.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 88 |
+
"aido_rna.encoder.layer.12.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 89 |
+
"aido_rna.encoder.layer.12.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 90 |
+
"aido_rna.encoder.layer.12.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 91 |
+
"aido_rna.encoder.layer.12.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 92 |
+
"aido_rna.encoder.layer.12.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 93 |
+
"aido_rna.encoder.layer.12.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 94 |
+
"aido_rna.encoder.layer.12.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 95 |
+
"aido_rna.encoder.layer.12.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 96 |
+
"aido_rna.encoder.layer.12.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 97 |
+
"aido_rna.encoder.layer.13.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 98 |
+
"aido_rna.encoder.layer.13.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 99 |
+
"aido_rna.encoder.layer.13.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 100 |
+
"aido_rna.encoder.layer.13.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 101 |
+
"aido_rna.encoder.layer.13.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 102 |
+
"aido_rna.encoder.layer.13.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 103 |
+
"aido_rna.encoder.layer.13.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 104 |
+
"aido_rna.encoder.layer.13.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 105 |
+
"aido_rna.encoder.layer.13.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 106 |
+
"aido_rna.encoder.layer.13.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 107 |
+
"aido_rna.encoder.layer.13.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 108 |
+
"aido_rna.encoder.layer.13.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 109 |
+
"aido_rna.encoder.layer.13.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 110 |
+
"aido_rna.encoder.layer.13.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 111 |
+
"aido_rna.encoder.layer.13.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 112 |
+
"aido_rna.encoder.layer.13.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 113 |
+
"aido_rna.encoder.layer.13.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 114 |
+
"aido_rna.encoder.layer.13.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 115 |
+
"aido_rna.encoder.layer.14.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 116 |
+
"aido_rna.encoder.layer.14.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 117 |
+
"aido_rna.encoder.layer.14.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 118 |
+
"aido_rna.encoder.layer.14.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 119 |
+
"aido_rna.encoder.layer.14.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 120 |
+
"aido_rna.encoder.layer.14.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 121 |
+
"aido_rna.encoder.layer.14.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 122 |
+
"aido_rna.encoder.layer.14.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 123 |
+
"aido_rna.encoder.layer.14.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 124 |
+
"aido_rna.encoder.layer.14.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 125 |
+
"aido_rna.encoder.layer.14.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 126 |
+
"aido_rna.encoder.layer.14.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 127 |
+
"aido_rna.encoder.layer.14.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 128 |
+
"aido_rna.encoder.layer.14.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 129 |
+
"aido_rna.encoder.layer.14.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 130 |
+
"aido_rna.encoder.layer.14.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 131 |
+
"aido_rna.encoder.layer.14.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 132 |
+
"aido_rna.encoder.layer.14.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 133 |
+
"aido_rna.encoder.layer.15.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 134 |
+
"aido_rna.encoder.layer.15.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 135 |
+
"aido_rna.encoder.layer.15.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 136 |
+
"aido_rna.encoder.layer.15.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 137 |
+
"aido_rna.encoder.layer.15.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 138 |
+
"aido_rna.encoder.layer.15.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 139 |
+
"aido_rna.encoder.layer.15.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 140 |
+
"aido_rna.encoder.layer.15.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 141 |
+
"aido_rna.encoder.layer.15.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 142 |
+
"aido_rna.encoder.layer.15.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 143 |
+
"aido_rna.encoder.layer.15.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 144 |
+
"aido_rna.encoder.layer.15.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 145 |
+
"aido_rna.encoder.layer.15.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 146 |
+
"aido_rna.encoder.layer.15.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 147 |
+
"aido_rna.encoder.layer.15.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 148 |
+
"aido_rna.encoder.layer.15.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 149 |
+
"aido_rna.encoder.layer.15.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 150 |
+
"aido_rna.encoder.layer.15.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 151 |
+
"aido_rna.encoder.layer.16.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 152 |
+
"aido_rna.encoder.layer.16.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 153 |
+
"aido_rna.encoder.layer.16.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 154 |
+
"aido_rna.encoder.layer.16.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 155 |
+
"aido_rna.encoder.layer.16.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 156 |
+
"aido_rna.encoder.layer.16.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 157 |
+
"aido_rna.encoder.layer.16.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 158 |
+
"aido_rna.encoder.layer.16.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 159 |
+
"aido_rna.encoder.layer.16.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 160 |
+
"aido_rna.encoder.layer.16.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 161 |
+
"aido_rna.encoder.layer.16.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 162 |
+
"aido_rna.encoder.layer.16.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 163 |
+
"aido_rna.encoder.layer.16.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 164 |
+
"aido_rna.encoder.layer.16.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 165 |
+
"aido_rna.encoder.layer.16.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 166 |
+
"aido_rna.encoder.layer.16.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 167 |
+
"aido_rna.encoder.layer.16.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 168 |
+
"aido_rna.encoder.layer.16.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 169 |
+
"aido_rna.encoder.layer.17.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 170 |
+
"aido_rna.encoder.layer.17.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 171 |
+
"aido_rna.encoder.layer.17.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 172 |
+
"aido_rna.encoder.layer.17.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 173 |
+
"aido_rna.encoder.layer.17.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 174 |
+
"aido_rna.encoder.layer.17.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 175 |
+
"aido_rna.encoder.layer.17.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 176 |
+
"aido_rna.encoder.layer.17.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 177 |
+
"aido_rna.encoder.layer.17.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 178 |
+
"aido_rna.encoder.layer.17.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 179 |
+
"aido_rna.encoder.layer.17.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 180 |
+
"aido_rna.encoder.layer.17.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 181 |
+
"aido_rna.encoder.layer.17.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 182 |
+
"aido_rna.encoder.layer.17.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 183 |
+
"aido_rna.encoder.layer.17.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 184 |
+
"aido_rna.encoder.layer.17.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 185 |
+
"aido_rna.encoder.layer.17.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 186 |
+
"aido_rna.encoder.layer.17.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 187 |
+
"aido_rna.encoder.layer.18.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 188 |
+
"aido_rna.encoder.layer.18.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 189 |
+
"aido_rna.encoder.layer.18.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 190 |
+
"aido_rna.encoder.layer.18.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 191 |
+
"aido_rna.encoder.layer.18.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 192 |
+
"aido_rna.encoder.layer.18.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 193 |
+
"aido_rna.encoder.layer.18.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 194 |
+
"aido_rna.encoder.layer.18.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 195 |
+
"aido_rna.encoder.layer.18.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 196 |
+
"aido_rna.encoder.layer.18.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 197 |
+
"aido_rna.encoder.layer.18.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 198 |
+
"aido_rna.encoder.layer.18.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 199 |
+
"aido_rna.encoder.layer.18.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 200 |
+
"aido_rna.encoder.layer.18.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 201 |
+
"aido_rna.encoder.layer.18.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 202 |
+
"aido_rna.encoder.layer.18.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 203 |
+
"aido_rna.encoder.layer.18.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 204 |
+
"aido_rna.encoder.layer.18.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 205 |
+
"aido_rna.encoder.layer.19.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 206 |
+
"aido_rna.encoder.layer.19.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 207 |
+
"aido_rna.encoder.layer.19.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 208 |
+
"aido_rna.encoder.layer.19.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 209 |
+
"aido_rna.encoder.layer.19.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 210 |
+
"aido_rna.encoder.layer.19.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 211 |
+
"aido_rna.encoder.layer.19.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 212 |
+
"aido_rna.encoder.layer.19.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 213 |
+
"aido_rna.encoder.layer.19.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 214 |
+
"aido_rna.encoder.layer.19.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 215 |
+
"aido_rna.encoder.layer.19.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 216 |
+
"aido_rna.encoder.layer.19.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 217 |
+
"aido_rna.encoder.layer.19.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 218 |
+
"aido_rna.encoder.layer.19.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 219 |
+
"aido_rna.encoder.layer.19.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 220 |
+
"aido_rna.encoder.layer.19.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 221 |
+
"aido_rna.encoder.layer.19.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 222 |
+
"aido_rna.encoder.layer.19.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 223 |
+
"aido_rna.encoder.layer.2.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 224 |
+
"aido_rna.encoder.layer.2.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 225 |
+
"aido_rna.encoder.layer.2.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 226 |
+
"aido_rna.encoder.layer.2.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 227 |
+
"aido_rna.encoder.layer.2.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 228 |
+
"aido_rna.encoder.layer.2.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 229 |
+
"aido_rna.encoder.layer.2.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 230 |
+
"aido_rna.encoder.layer.2.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 231 |
+
"aido_rna.encoder.layer.2.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 232 |
+
"aido_rna.encoder.layer.2.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 233 |
+
"aido_rna.encoder.layer.2.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 234 |
+
"aido_rna.encoder.layer.2.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 235 |
+
"aido_rna.encoder.layer.2.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 236 |
+
"aido_rna.encoder.layer.2.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 237 |
+
"aido_rna.encoder.layer.2.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 238 |
+
"aido_rna.encoder.layer.2.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 239 |
+
"aido_rna.encoder.layer.2.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 240 |
+
"aido_rna.encoder.layer.2.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 241 |
+
"aido_rna.encoder.layer.20.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 242 |
+
"aido_rna.encoder.layer.20.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 243 |
+
"aido_rna.encoder.layer.20.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 244 |
+
"aido_rna.encoder.layer.20.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 245 |
+
"aido_rna.encoder.layer.20.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 246 |
+
"aido_rna.encoder.layer.20.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 247 |
+
"aido_rna.encoder.layer.20.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 248 |
+
"aido_rna.encoder.layer.20.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 249 |
+
"aido_rna.encoder.layer.20.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 250 |
+
"aido_rna.encoder.layer.20.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 251 |
+
"aido_rna.encoder.layer.20.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 252 |
+
"aido_rna.encoder.layer.20.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 253 |
+
"aido_rna.encoder.layer.20.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 254 |
+
"aido_rna.encoder.layer.20.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 255 |
+
"aido_rna.encoder.layer.20.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 256 |
+
"aido_rna.encoder.layer.20.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 257 |
+
"aido_rna.encoder.layer.20.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 258 |
+
"aido_rna.encoder.layer.20.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 259 |
+
"aido_rna.encoder.layer.21.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 260 |
+
"aido_rna.encoder.layer.21.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 261 |
+
"aido_rna.encoder.layer.21.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 262 |
+
"aido_rna.encoder.layer.21.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 263 |
+
"aido_rna.encoder.layer.21.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 264 |
+
"aido_rna.encoder.layer.21.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 265 |
+
"aido_rna.encoder.layer.21.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 266 |
+
"aido_rna.encoder.layer.21.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 267 |
+
"aido_rna.encoder.layer.21.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 268 |
+
"aido_rna.encoder.layer.21.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 269 |
+
"aido_rna.encoder.layer.21.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 270 |
+
"aido_rna.encoder.layer.21.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 271 |
+
"aido_rna.encoder.layer.21.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 272 |
+
"aido_rna.encoder.layer.21.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 273 |
+
"aido_rna.encoder.layer.21.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 274 |
+
"aido_rna.encoder.layer.21.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 275 |
+
"aido_rna.encoder.layer.21.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 276 |
+
"aido_rna.encoder.layer.21.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 277 |
+
"aido_rna.encoder.layer.22.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 278 |
+
"aido_rna.encoder.layer.22.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 279 |
+
"aido_rna.encoder.layer.22.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 280 |
+
"aido_rna.encoder.layer.22.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 281 |
+
"aido_rna.encoder.layer.22.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 282 |
+
"aido_rna.encoder.layer.22.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 283 |
+
"aido_rna.encoder.layer.22.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 284 |
+
"aido_rna.encoder.layer.22.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 285 |
+
"aido_rna.encoder.layer.22.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 286 |
+
"aido_rna.encoder.layer.22.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 287 |
+
"aido_rna.encoder.layer.22.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 288 |
+
"aido_rna.encoder.layer.22.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 289 |
+
"aido_rna.encoder.layer.22.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 290 |
+
"aido_rna.encoder.layer.22.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 291 |
+
"aido_rna.encoder.layer.22.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 292 |
+
"aido_rna.encoder.layer.22.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 293 |
+
"aido_rna.encoder.layer.22.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 294 |
+
"aido_rna.encoder.layer.22.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 295 |
+
"aido_rna.encoder.layer.23.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 296 |
+
"aido_rna.encoder.layer.23.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 297 |
+
"aido_rna.encoder.layer.23.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 298 |
+
"aido_rna.encoder.layer.23.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 299 |
+
"aido_rna.encoder.layer.23.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 300 |
+
"aido_rna.encoder.layer.23.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 301 |
+
"aido_rna.encoder.layer.23.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 302 |
+
"aido_rna.encoder.layer.23.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 303 |
+
"aido_rna.encoder.layer.23.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 304 |
+
"aido_rna.encoder.layer.23.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 305 |
+
"aido_rna.encoder.layer.23.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 306 |
+
"aido_rna.encoder.layer.23.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 307 |
+
"aido_rna.encoder.layer.23.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 308 |
+
"aido_rna.encoder.layer.23.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 309 |
+
"aido_rna.encoder.layer.23.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 310 |
+
"aido_rna.encoder.layer.23.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 311 |
+
"aido_rna.encoder.layer.23.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 312 |
+
"aido_rna.encoder.layer.23.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 313 |
+
"aido_rna.encoder.layer.24.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 314 |
+
"aido_rna.encoder.layer.24.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 315 |
+
"aido_rna.encoder.layer.24.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 316 |
+
"aido_rna.encoder.layer.24.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 317 |
+
"aido_rna.encoder.layer.24.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 318 |
+
"aido_rna.encoder.layer.24.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 319 |
+
"aido_rna.encoder.layer.24.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 320 |
+
"aido_rna.encoder.layer.24.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 321 |
+
"aido_rna.encoder.layer.24.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 322 |
+
"aido_rna.encoder.layer.24.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 323 |
+
"aido_rna.encoder.layer.24.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 324 |
+
"aido_rna.encoder.layer.24.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 325 |
+
"aido_rna.encoder.layer.24.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 326 |
+
"aido_rna.encoder.layer.24.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 327 |
+
"aido_rna.encoder.layer.24.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 328 |
+
"aido_rna.encoder.layer.24.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 329 |
+
"aido_rna.encoder.layer.24.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 330 |
+
"aido_rna.encoder.layer.24.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 331 |
+
"aido_rna.encoder.layer.25.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 332 |
+
"aido_rna.encoder.layer.25.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 333 |
+
"aido_rna.encoder.layer.25.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 334 |
+
"aido_rna.encoder.layer.25.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 335 |
+
"aido_rna.encoder.layer.25.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 336 |
+
"aido_rna.encoder.layer.25.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 337 |
+
"aido_rna.encoder.layer.25.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 338 |
+
"aido_rna.encoder.layer.25.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 339 |
+
"aido_rna.encoder.layer.25.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 340 |
+
"aido_rna.encoder.layer.25.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 341 |
+
"aido_rna.encoder.layer.25.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 342 |
+
"aido_rna.encoder.layer.25.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 343 |
+
"aido_rna.encoder.layer.25.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 344 |
+
"aido_rna.encoder.layer.25.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 345 |
+
"aido_rna.encoder.layer.25.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 346 |
+
"aido_rna.encoder.layer.25.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 347 |
+
"aido_rna.encoder.layer.25.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 348 |
+
"aido_rna.encoder.layer.25.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 349 |
+
"aido_rna.encoder.layer.26.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 350 |
+
"aido_rna.encoder.layer.26.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 351 |
+
"aido_rna.encoder.layer.26.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 352 |
+
"aido_rna.encoder.layer.26.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 353 |
+
"aido_rna.encoder.layer.26.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 354 |
+
"aido_rna.encoder.layer.26.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 355 |
+
"aido_rna.encoder.layer.26.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 356 |
+
"aido_rna.encoder.layer.26.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 357 |
+
"aido_rna.encoder.layer.26.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 358 |
+
"aido_rna.encoder.layer.26.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 359 |
+
"aido_rna.encoder.layer.26.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 360 |
+
"aido_rna.encoder.layer.26.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 361 |
+
"aido_rna.encoder.layer.26.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 362 |
+
"aido_rna.encoder.layer.26.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 363 |
+
"aido_rna.encoder.layer.26.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 364 |
+
"aido_rna.encoder.layer.26.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 365 |
+
"aido_rna.encoder.layer.26.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 366 |
+
"aido_rna.encoder.layer.26.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 367 |
+
"aido_rna.encoder.layer.27.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 368 |
+
"aido_rna.encoder.layer.27.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 369 |
+
"aido_rna.encoder.layer.27.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 370 |
+
"aido_rna.encoder.layer.27.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 371 |
+
"aido_rna.encoder.layer.27.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 372 |
+
"aido_rna.encoder.layer.27.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 373 |
+
"aido_rna.encoder.layer.27.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 374 |
+
"aido_rna.encoder.layer.27.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 375 |
+
"aido_rna.encoder.layer.27.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 376 |
+
"aido_rna.encoder.layer.27.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 377 |
+
"aido_rna.encoder.layer.27.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 378 |
+
"aido_rna.encoder.layer.27.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 379 |
+
"aido_rna.encoder.layer.27.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 380 |
+
"aido_rna.encoder.layer.27.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 381 |
+
"aido_rna.encoder.layer.27.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 382 |
+
"aido_rna.encoder.layer.27.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 383 |
+
"aido_rna.encoder.layer.27.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 384 |
+
"aido_rna.encoder.layer.27.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 385 |
+
"aido_rna.encoder.layer.28.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 386 |
+
"aido_rna.encoder.layer.28.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 387 |
+
"aido_rna.encoder.layer.28.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 388 |
+
"aido_rna.encoder.layer.28.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 389 |
+
"aido_rna.encoder.layer.28.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 390 |
+
"aido_rna.encoder.layer.28.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 391 |
+
"aido_rna.encoder.layer.28.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 392 |
+
"aido_rna.encoder.layer.28.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 393 |
+
"aido_rna.encoder.layer.28.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 394 |
+
"aido_rna.encoder.layer.28.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 395 |
+
"aido_rna.encoder.layer.28.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 396 |
+
"aido_rna.encoder.layer.28.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 397 |
+
"aido_rna.encoder.layer.28.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 398 |
+
"aido_rna.encoder.layer.28.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 399 |
+
"aido_rna.encoder.layer.28.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 400 |
+
"aido_rna.encoder.layer.28.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 401 |
+
"aido_rna.encoder.layer.28.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 402 |
+
"aido_rna.encoder.layer.28.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 403 |
+
"aido_rna.encoder.layer.29.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 404 |
+
"aido_rna.encoder.layer.29.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 405 |
+
"aido_rna.encoder.layer.29.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 406 |
+
"aido_rna.encoder.layer.29.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 407 |
+
"aido_rna.encoder.layer.29.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 408 |
+
"aido_rna.encoder.layer.29.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 409 |
+
"aido_rna.encoder.layer.29.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 410 |
+
"aido_rna.encoder.layer.29.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 411 |
+
"aido_rna.encoder.layer.29.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 412 |
+
"aido_rna.encoder.layer.29.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 413 |
+
"aido_rna.encoder.layer.29.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 414 |
+
"aido_rna.encoder.layer.29.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 415 |
+
"aido_rna.encoder.layer.29.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 416 |
+
"aido_rna.encoder.layer.29.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 417 |
+
"aido_rna.encoder.layer.29.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 418 |
+
"aido_rna.encoder.layer.29.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 419 |
+
"aido_rna.encoder.layer.29.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 420 |
+
"aido_rna.encoder.layer.29.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 421 |
+
"aido_rna.encoder.layer.3.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 422 |
+
"aido_rna.encoder.layer.3.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 423 |
+
"aido_rna.encoder.layer.3.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 424 |
+
"aido_rna.encoder.layer.3.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 425 |
+
"aido_rna.encoder.layer.3.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 426 |
+
"aido_rna.encoder.layer.3.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 427 |
+
"aido_rna.encoder.layer.3.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 428 |
+
"aido_rna.encoder.layer.3.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 429 |
+
"aido_rna.encoder.layer.3.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 430 |
+
"aido_rna.encoder.layer.3.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 431 |
+
"aido_rna.encoder.layer.3.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 432 |
+
"aido_rna.encoder.layer.3.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 433 |
+
"aido_rna.encoder.layer.3.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 434 |
+
"aido_rna.encoder.layer.3.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 435 |
+
"aido_rna.encoder.layer.3.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 436 |
+
"aido_rna.encoder.layer.3.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 437 |
+
"aido_rna.encoder.layer.3.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 438 |
+
"aido_rna.encoder.layer.3.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 439 |
+
"aido_rna.encoder.layer.30.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 440 |
+
"aido_rna.encoder.layer.30.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 441 |
+
"aido_rna.encoder.layer.30.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 442 |
+
"aido_rna.encoder.layer.30.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 443 |
+
"aido_rna.encoder.layer.30.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 444 |
+
"aido_rna.encoder.layer.30.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 445 |
+
"aido_rna.encoder.layer.30.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 446 |
+
"aido_rna.encoder.layer.30.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 447 |
+
"aido_rna.encoder.layer.30.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 448 |
+
"aido_rna.encoder.layer.30.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 449 |
+
"aido_rna.encoder.layer.30.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 450 |
+
"aido_rna.encoder.layer.30.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 451 |
+
"aido_rna.encoder.layer.30.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 452 |
+
"aido_rna.encoder.layer.30.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 453 |
+
"aido_rna.encoder.layer.30.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 454 |
+
"aido_rna.encoder.layer.30.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 455 |
+
"aido_rna.encoder.layer.30.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 456 |
+
"aido_rna.encoder.layer.30.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 457 |
+
"aido_rna.encoder.layer.31.attention.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 458 |
+
"aido_rna.encoder.layer.31.attention.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 459 |
+
"aido_rna.encoder.layer.31.attention.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 460 |
+
"aido_rna.encoder.layer.31.attention.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 461 |
+
"aido_rna.encoder.layer.31.attention.self.key.bias": "model-00002-of-00002.safetensors",
|
| 462 |
+
"aido_rna.encoder.layer.31.attention.self.key.weight": "model-00002-of-00002.safetensors",
|
| 463 |
+
"aido_rna.encoder.layer.31.attention.self.query.bias": "model-00002-of-00002.safetensors",
|
| 464 |
+
"aido_rna.encoder.layer.31.attention.self.query.weight": "model-00002-of-00002.safetensors",
|
| 465 |
+
"aido_rna.encoder.layer.31.attention.self.value.bias": "model-00002-of-00002.safetensors",
|
| 466 |
+
"aido_rna.encoder.layer.31.attention.self.value.weight": "model-00002-of-00002.safetensors",
|
| 467 |
+
"aido_rna.encoder.layer.31.intermediate.dense.bias": "model-00002-of-00002.safetensors",
|
| 468 |
+
"aido_rna.encoder.layer.31.intermediate.dense.weight": "model-00002-of-00002.safetensors",
|
| 469 |
+
"aido_rna.encoder.layer.31.intermediate.gate.bias": "model-00002-of-00002.safetensors",
|
| 470 |
+
"aido_rna.encoder.layer.31.intermediate.gate.weight": "model-00002-of-00002.safetensors",
|
| 471 |
+
"aido_rna.encoder.layer.31.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 472 |
+
"aido_rna.encoder.layer.31.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 473 |
+
"aido_rna.encoder.layer.31.output.dense.bias": "model-00002-of-00002.safetensors",
|
| 474 |
+
"aido_rna.encoder.layer.31.output.dense.weight": "model-00002-of-00002.safetensors",
|
| 475 |
+
"aido_rna.encoder.layer.4.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 476 |
+
"aido_rna.encoder.layer.4.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 477 |
+
"aido_rna.encoder.layer.4.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 478 |
+
"aido_rna.encoder.layer.4.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 479 |
+
"aido_rna.encoder.layer.4.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 480 |
+
"aido_rna.encoder.layer.4.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 481 |
+
"aido_rna.encoder.layer.4.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 482 |
+
"aido_rna.encoder.layer.4.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 483 |
+
"aido_rna.encoder.layer.4.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 484 |
+
"aido_rna.encoder.layer.4.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 485 |
+
"aido_rna.encoder.layer.4.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 486 |
+
"aido_rna.encoder.layer.4.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 487 |
+
"aido_rna.encoder.layer.4.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 488 |
+
"aido_rna.encoder.layer.4.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 489 |
+
"aido_rna.encoder.layer.4.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 490 |
+
"aido_rna.encoder.layer.4.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 491 |
+
"aido_rna.encoder.layer.4.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 492 |
+
"aido_rna.encoder.layer.4.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 493 |
+
"aido_rna.encoder.layer.5.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 494 |
+
"aido_rna.encoder.layer.5.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 495 |
+
"aido_rna.encoder.layer.5.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 496 |
+
"aido_rna.encoder.layer.5.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 497 |
+
"aido_rna.encoder.layer.5.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 498 |
+
"aido_rna.encoder.layer.5.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 499 |
+
"aido_rna.encoder.layer.5.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 500 |
+
"aido_rna.encoder.layer.5.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 501 |
+
"aido_rna.encoder.layer.5.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 502 |
+
"aido_rna.encoder.layer.5.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 503 |
+
"aido_rna.encoder.layer.5.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 504 |
+
"aido_rna.encoder.layer.5.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 505 |
+
"aido_rna.encoder.layer.5.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 506 |
+
"aido_rna.encoder.layer.5.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 507 |
+
"aido_rna.encoder.layer.5.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 508 |
+
"aido_rna.encoder.layer.5.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 509 |
+
"aido_rna.encoder.layer.5.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 510 |
+
"aido_rna.encoder.layer.5.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 511 |
+
"aido_rna.encoder.layer.6.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 512 |
+
"aido_rna.encoder.layer.6.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 513 |
+
"aido_rna.encoder.layer.6.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 514 |
+
"aido_rna.encoder.layer.6.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 515 |
+
"aido_rna.encoder.layer.6.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 516 |
+
"aido_rna.encoder.layer.6.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 517 |
+
"aido_rna.encoder.layer.6.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 518 |
+
"aido_rna.encoder.layer.6.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 519 |
+
"aido_rna.encoder.layer.6.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 520 |
+
"aido_rna.encoder.layer.6.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 521 |
+
"aido_rna.encoder.layer.6.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 522 |
+
"aido_rna.encoder.layer.6.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 523 |
+
"aido_rna.encoder.layer.6.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 524 |
+
"aido_rna.encoder.layer.6.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 525 |
+
"aido_rna.encoder.layer.6.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 526 |
+
"aido_rna.encoder.layer.6.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 527 |
+
"aido_rna.encoder.layer.6.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 528 |
+
"aido_rna.encoder.layer.6.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 529 |
+
"aido_rna.encoder.layer.7.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 530 |
+
"aido_rna.encoder.layer.7.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 531 |
+
"aido_rna.encoder.layer.7.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 532 |
+
"aido_rna.encoder.layer.7.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 533 |
+
"aido_rna.encoder.layer.7.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 534 |
+
"aido_rna.encoder.layer.7.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 535 |
+
"aido_rna.encoder.layer.7.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 536 |
+
"aido_rna.encoder.layer.7.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 537 |
+
"aido_rna.encoder.layer.7.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 538 |
+
"aido_rna.encoder.layer.7.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 539 |
+
"aido_rna.encoder.layer.7.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 540 |
+
"aido_rna.encoder.layer.7.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 541 |
+
"aido_rna.encoder.layer.7.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 542 |
+
"aido_rna.encoder.layer.7.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 543 |
+
"aido_rna.encoder.layer.7.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 544 |
+
"aido_rna.encoder.layer.7.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 545 |
+
"aido_rna.encoder.layer.7.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 546 |
+
"aido_rna.encoder.layer.7.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 547 |
+
"aido_rna.encoder.layer.8.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 548 |
+
"aido_rna.encoder.layer.8.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 549 |
+
"aido_rna.encoder.layer.8.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 550 |
+
"aido_rna.encoder.layer.8.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 551 |
+
"aido_rna.encoder.layer.8.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 552 |
+
"aido_rna.encoder.layer.8.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 553 |
+
"aido_rna.encoder.layer.8.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 554 |
+
"aido_rna.encoder.layer.8.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 555 |
+
"aido_rna.encoder.layer.8.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 556 |
+
"aido_rna.encoder.layer.8.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 557 |
+
"aido_rna.encoder.layer.8.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 558 |
+
"aido_rna.encoder.layer.8.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 559 |
+
"aido_rna.encoder.layer.8.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 560 |
+
"aido_rna.encoder.layer.8.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 561 |
+
"aido_rna.encoder.layer.8.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 562 |
+
"aido_rna.encoder.layer.8.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 563 |
+
"aido_rna.encoder.layer.8.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 564 |
+
"aido_rna.encoder.layer.8.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 565 |
+
"aido_rna.encoder.layer.9.attention.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 566 |
+
"aido_rna.encoder.layer.9.attention.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 567 |
+
"aido_rna.encoder.layer.9.attention.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 568 |
+
"aido_rna.encoder.layer.9.attention.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 569 |
+
"aido_rna.encoder.layer.9.attention.self.key.bias": "model-00001-of-00002.safetensors",
|
| 570 |
+
"aido_rna.encoder.layer.9.attention.self.key.weight": "model-00001-of-00002.safetensors",
|
| 571 |
+
"aido_rna.encoder.layer.9.attention.self.query.bias": "model-00001-of-00002.safetensors",
|
| 572 |
+
"aido_rna.encoder.layer.9.attention.self.query.weight": "model-00001-of-00002.safetensors",
|
| 573 |
+
"aido_rna.encoder.layer.9.attention.self.value.bias": "model-00001-of-00002.safetensors",
|
| 574 |
+
"aido_rna.encoder.layer.9.attention.self.value.weight": "model-00001-of-00002.safetensors",
|
| 575 |
+
"aido_rna.encoder.layer.9.intermediate.dense.bias": "model-00001-of-00002.safetensors",
|
| 576 |
+
"aido_rna.encoder.layer.9.intermediate.dense.weight": "model-00001-of-00002.safetensors",
|
| 577 |
+
"aido_rna.encoder.layer.9.intermediate.gate.bias": "model-00001-of-00002.safetensors",
|
| 578 |
+
"aido_rna.encoder.layer.9.intermediate.gate.weight": "model-00001-of-00002.safetensors",
|
| 579 |
+
"aido_rna.encoder.layer.9.layer_norm.bias": "model-00001-of-00002.safetensors",
|
| 580 |
+
"aido_rna.encoder.layer.9.layer_norm.weight": "model-00001-of-00002.safetensors",
|
| 581 |
+
"aido_rna.encoder.layer.9.output.dense.bias": "model-00001-of-00002.safetensors",
|
| 582 |
+
"aido_rna.encoder.layer.9.output.dense.weight": "model-00001-of-00002.safetensors",
|
| 583 |
+
"aido_rna.encoder.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 584 |
+
"aido_rna.encoder.layer_norm.weight": "model-00002-of-00002.safetensors",
|
| 585 |
+
"lm_head.bias": "model-00002-of-00002.safetensors",
|
| 586 |
+
"lm_head.transform.dense.bias": "model-00002-of-00002.safetensors",
|
| 587 |
+
"lm_head.transform.dense.weight": "model-00002-of-00002.safetensors",
|
| 588 |
+
"lm_head.transform.layer_norm.bias": "model-00002-of-00002.safetensors",
|
| 589 |
+
"lm_head.transform.layer_norm.weight": "model-00002-of-00002.safetensors"
|
| 590 |
+
}
|
| 591 |
+
}
|
pytorch_model-00001-of-00002.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:76144a2491a010c5b4548776a5d6b245e3ac275f70ed4c0fc024da04588f50c4
|
| 3 |
+
size 4978786029
|
pytorch_model-00002-of-00002.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0b9d906f9dc79be7b5dae9219204674b8b625e2b27a5da9a7d85fda2e433e414
|
| 3 |
+
size 1467874763
|
pytorch_model.bin.index.json
ADDED
|
@@ -0,0 +1,593 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"total_size": 6446456936
|
| 4 |
+
},
|
| 5 |
+
"weight_map": {
|
| 6 |
+
"aido_rna.embeddings.word_embeddings.weight": "pytorch_model-00001-of-00002.bin",
|
| 7 |
+
"aido_rna.encoder.layer.0.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 8 |
+
"aido_rna.encoder.layer.0.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 9 |
+
"aido_rna.encoder.layer.0.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 10 |
+
"aido_rna.encoder.layer.0.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 11 |
+
"aido_rna.encoder.layer.0.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 12 |
+
"aido_rna.encoder.layer.0.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 13 |
+
"aido_rna.encoder.layer.0.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 14 |
+
"aido_rna.encoder.layer.0.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 15 |
+
"aido_rna.encoder.layer.0.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 16 |
+
"aido_rna.encoder.layer.0.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 17 |
+
"aido_rna.encoder.layer.0.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 18 |
+
"aido_rna.encoder.layer.0.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 19 |
+
"aido_rna.encoder.layer.0.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 20 |
+
"aido_rna.encoder.layer.0.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 21 |
+
"aido_rna.encoder.layer.0.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 22 |
+
"aido_rna.encoder.layer.0.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 23 |
+
"aido_rna.encoder.layer.0.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 24 |
+
"aido_rna.encoder.layer.0.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 25 |
+
"aido_rna.encoder.layer.1.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 26 |
+
"aido_rna.encoder.layer.1.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 27 |
+
"aido_rna.encoder.layer.1.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 28 |
+
"aido_rna.encoder.layer.1.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 29 |
+
"aido_rna.encoder.layer.1.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 30 |
+
"aido_rna.encoder.layer.1.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 31 |
+
"aido_rna.encoder.layer.1.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 32 |
+
"aido_rna.encoder.layer.1.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 33 |
+
"aido_rna.encoder.layer.1.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 34 |
+
"aido_rna.encoder.layer.1.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 35 |
+
"aido_rna.encoder.layer.1.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 36 |
+
"aido_rna.encoder.layer.1.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 37 |
+
"aido_rna.encoder.layer.1.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 38 |
+
"aido_rna.encoder.layer.1.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 39 |
+
"aido_rna.encoder.layer.1.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 40 |
+
"aido_rna.encoder.layer.1.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 41 |
+
"aido_rna.encoder.layer.1.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 42 |
+
"aido_rna.encoder.layer.1.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 43 |
+
"aido_rna.encoder.layer.10.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 44 |
+
"aido_rna.encoder.layer.10.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 45 |
+
"aido_rna.encoder.layer.10.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 46 |
+
"aido_rna.encoder.layer.10.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 47 |
+
"aido_rna.encoder.layer.10.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 48 |
+
"aido_rna.encoder.layer.10.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 49 |
+
"aido_rna.encoder.layer.10.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 50 |
+
"aido_rna.encoder.layer.10.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 51 |
+
"aido_rna.encoder.layer.10.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 52 |
+
"aido_rna.encoder.layer.10.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 53 |
+
"aido_rna.encoder.layer.10.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 54 |
+
"aido_rna.encoder.layer.10.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 55 |
+
"aido_rna.encoder.layer.10.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 56 |
+
"aido_rna.encoder.layer.10.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 57 |
+
"aido_rna.encoder.layer.10.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 58 |
+
"aido_rna.encoder.layer.10.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 59 |
+
"aido_rna.encoder.layer.10.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 60 |
+
"aido_rna.encoder.layer.10.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 61 |
+
"aido_rna.encoder.layer.11.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 62 |
+
"aido_rna.encoder.layer.11.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 63 |
+
"aido_rna.encoder.layer.11.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 64 |
+
"aido_rna.encoder.layer.11.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 65 |
+
"aido_rna.encoder.layer.11.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 66 |
+
"aido_rna.encoder.layer.11.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 67 |
+
"aido_rna.encoder.layer.11.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 68 |
+
"aido_rna.encoder.layer.11.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 69 |
+
"aido_rna.encoder.layer.11.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 70 |
+
"aido_rna.encoder.layer.11.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 71 |
+
"aido_rna.encoder.layer.11.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 72 |
+
"aido_rna.encoder.layer.11.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 73 |
+
"aido_rna.encoder.layer.11.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 74 |
+
"aido_rna.encoder.layer.11.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 75 |
+
"aido_rna.encoder.layer.11.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 76 |
+
"aido_rna.encoder.layer.11.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 77 |
+
"aido_rna.encoder.layer.11.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 78 |
+
"aido_rna.encoder.layer.11.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 79 |
+
"aido_rna.encoder.layer.12.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 80 |
+
"aido_rna.encoder.layer.12.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 81 |
+
"aido_rna.encoder.layer.12.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 82 |
+
"aido_rna.encoder.layer.12.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 83 |
+
"aido_rna.encoder.layer.12.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 84 |
+
"aido_rna.encoder.layer.12.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 85 |
+
"aido_rna.encoder.layer.12.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 86 |
+
"aido_rna.encoder.layer.12.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 87 |
+
"aido_rna.encoder.layer.12.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 88 |
+
"aido_rna.encoder.layer.12.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 89 |
+
"aido_rna.encoder.layer.12.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 90 |
+
"aido_rna.encoder.layer.12.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 91 |
+
"aido_rna.encoder.layer.12.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 92 |
+
"aido_rna.encoder.layer.12.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 93 |
+
"aido_rna.encoder.layer.12.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 94 |
+
"aido_rna.encoder.layer.12.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 95 |
+
"aido_rna.encoder.layer.12.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 96 |
+
"aido_rna.encoder.layer.12.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 97 |
+
"aido_rna.encoder.layer.13.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 98 |
+
"aido_rna.encoder.layer.13.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 99 |
+
"aido_rna.encoder.layer.13.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 100 |
+
"aido_rna.encoder.layer.13.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 101 |
+
"aido_rna.encoder.layer.13.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 102 |
+
"aido_rna.encoder.layer.13.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 103 |
+
"aido_rna.encoder.layer.13.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 104 |
+
"aido_rna.encoder.layer.13.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 105 |
+
"aido_rna.encoder.layer.13.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 106 |
+
"aido_rna.encoder.layer.13.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 107 |
+
"aido_rna.encoder.layer.13.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 108 |
+
"aido_rna.encoder.layer.13.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 109 |
+
"aido_rna.encoder.layer.13.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 110 |
+
"aido_rna.encoder.layer.13.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 111 |
+
"aido_rna.encoder.layer.13.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 112 |
+
"aido_rna.encoder.layer.13.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 113 |
+
"aido_rna.encoder.layer.13.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 114 |
+
"aido_rna.encoder.layer.13.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 115 |
+
"aido_rna.encoder.layer.14.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 116 |
+
"aido_rna.encoder.layer.14.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 117 |
+
"aido_rna.encoder.layer.14.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 118 |
+
"aido_rna.encoder.layer.14.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 119 |
+
"aido_rna.encoder.layer.14.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 120 |
+
"aido_rna.encoder.layer.14.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 121 |
+
"aido_rna.encoder.layer.14.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 122 |
+
"aido_rna.encoder.layer.14.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 123 |
+
"aido_rna.encoder.layer.14.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 124 |
+
"aido_rna.encoder.layer.14.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 125 |
+
"aido_rna.encoder.layer.14.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 126 |
+
"aido_rna.encoder.layer.14.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 127 |
+
"aido_rna.encoder.layer.14.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 128 |
+
"aido_rna.encoder.layer.14.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 129 |
+
"aido_rna.encoder.layer.14.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 130 |
+
"aido_rna.encoder.layer.14.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 131 |
+
"aido_rna.encoder.layer.14.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 132 |
+
"aido_rna.encoder.layer.14.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 133 |
+
"aido_rna.encoder.layer.15.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 134 |
+
"aido_rna.encoder.layer.15.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 135 |
+
"aido_rna.encoder.layer.15.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 136 |
+
"aido_rna.encoder.layer.15.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 137 |
+
"aido_rna.encoder.layer.15.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 138 |
+
"aido_rna.encoder.layer.15.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 139 |
+
"aido_rna.encoder.layer.15.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 140 |
+
"aido_rna.encoder.layer.15.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 141 |
+
"aido_rna.encoder.layer.15.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 142 |
+
"aido_rna.encoder.layer.15.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 143 |
+
"aido_rna.encoder.layer.15.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 144 |
+
"aido_rna.encoder.layer.15.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 145 |
+
"aido_rna.encoder.layer.15.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 146 |
+
"aido_rna.encoder.layer.15.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 147 |
+
"aido_rna.encoder.layer.15.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 148 |
+
"aido_rna.encoder.layer.15.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 149 |
+
"aido_rna.encoder.layer.15.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 150 |
+
"aido_rna.encoder.layer.15.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 151 |
+
"aido_rna.encoder.layer.16.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 152 |
+
"aido_rna.encoder.layer.16.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 153 |
+
"aido_rna.encoder.layer.16.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 154 |
+
"aido_rna.encoder.layer.16.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 155 |
+
"aido_rna.encoder.layer.16.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 156 |
+
"aido_rna.encoder.layer.16.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 157 |
+
"aido_rna.encoder.layer.16.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 158 |
+
"aido_rna.encoder.layer.16.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 159 |
+
"aido_rna.encoder.layer.16.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 160 |
+
"aido_rna.encoder.layer.16.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 161 |
+
"aido_rna.encoder.layer.16.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 162 |
+
"aido_rna.encoder.layer.16.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 163 |
+
"aido_rna.encoder.layer.16.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 164 |
+
"aido_rna.encoder.layer.16.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 165 |
+
"aido_rna.encoder.layer.16.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 166 |
+
"aido_rna.encoder.layer.16.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 167 |
+
"aido_rna.encoder.layer.16.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 168 |
+
"aido_rna.encoder.layer.16.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 169 |
+
"aido_rna.encoder.layer.17.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 170 |
+
"aido_rna.encoder.layer.17.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 171 |
+
"aido_rna.encoder.layer.17.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 172 |
+
"aido_rna.encoder.layer.17.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 173 |
+
"aido_rna.encoder.layer.17.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 174 |
+
"aido_rna.encoder.layer.17.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 175 |
+
"aido_rna.encoder.layer.17.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 176 |
+
"aido_rna.encoder.layer.17.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 177 |
+
"aido_rna.encoder.layer.17.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 178 |
+
"aido_rna.encoder.layer.17.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 179 |
+
"aido_rna.encoder.layer.17.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 180 |
+
"aido_rna.encoder.layer.17.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 181 |
+
"aido_rna.encoder.layer.17.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 182 |
+
"aido_rna.encoder.layer.17.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 183 |
+
"aido_rna.encoder.layer.17.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 184 |
+
"aido_rna.encoder.layer.17.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 185 |
+
"aido_rna.encoder.layer.17.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 186 |
+
"aido_rna.encoder.layer.17.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 187 |
+
"aido_rna.encoder.layer.18.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 188 |
+
"aido_rna.encoder.layer.18.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 189 |
+
"aido_rna.encoder.layer.18.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 190 |
+
"aido_rna.encoder.layer.18.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 191 |
+
"aido_rna.encoder.layer.18.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 192 |
+
"aido_rna.encoder.layer.18.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 193 |
+
"aido_rna.encoder.layer.18.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 194 |
+
"aido_rna.encoder.layer.18.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 195 |
+
"aido_rna.encoder.layer.18.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 196 |
+
"aido_rna.encoder.layer.18.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 197 |
+
"aido_rna.encoder.layer.18.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 198 |
+
"aido_rna.encoder.layer.18.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 199 |
+
"aido_rna.encoder.layer.18.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 200 |
+
"aido_rna.encoder.layer.18.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 201 |
+
"aido_rna.encoder.layer.18.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 202 |
+
"aido_rna.encoder.layer.18.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 203 |
+
"aido_rna.encoder.layer.18.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 204 |
+
"aido_rna.encoder.layer.18.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 205 |
+
"aido_rna.encoder.layer.19.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 206 |
+
"aido_rna.encoder.layer.19.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 207 |
+
"aido_rna.encoder.layer.19.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 208 |
+
"aido_rna.encoder.layer.19.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 209 |
+
"aido_rna.encoder.layer.19.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 210 |
+
"aido_rna.encoder.layer.19.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 211 |
+
"aido_rna.encoder.layer.19.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 212 |
+
"aido_rna.encoder.layer.19.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 213 |
+
"aido_rna.encoder.layer.19.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 214 |
+
"aido_rna.encoder.layer.19.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 215 |
+
"aido_rna.encoder.layer.19.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 216 |
+
"aido_rna.encoder.layer.19.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 217 |
+
"aido_rna.encoder.layer.19.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 218 |
+
"aido_rna.encoder.layer.19.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 219 |
+
"aido_rna.encoder.layer.19.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 220 |
+
"aido_rna.encoder.layer.19.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 221 |
+
"aido_rna.encoder.layer.19.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 222 |
+
"aido_rna.encoder.layer.19.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 223 |
+
"aido_rna.encoder.layer.2.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 224 |
+
"aido_rna.encoder.layer.2.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 225 |
+
"aido_rna.encoder.layer.2.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 226 |
+
"aido_rna.encoder.layer.2.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 227 |
+
"aido_rna.encoder.layer.2.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 228 |
+
"aido_rna.encoder.layer.2.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 229 |
+
"aido_rna.encoder.layer.2.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 230 |
+
"aido_rna.encoder.layer.2.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 231 |
+
"aido_rna.encoder.layer.2.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 232 |
+
"aido_rna.encoder.layer.2.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 233 |
+
"aido_rna.encoder.layer.2.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 234 |
+
"aido_rna.encoder.layer.2.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 235 |
+
"aido_rna.encoder.layer.2.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 236 |
+
"aido_rna.encoder.layer.2.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 237 |
+
"aido_rna.encoder.layer.2.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 238 |
+
"aido_rna.encoder.layer.2.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 239 |
+
"aido_rna.encoder.layer.2.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 240 |
+
"aido_rna.encoder.layer.2.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 241 |
+
"aido_rna.encoder.layer.20.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 242 |
+
"aido_rna.encoder.layer.20.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 243 |
+
"aido_rna.encoder.layer.20.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 244 |
+
"aido_rna.encoder.layer.20.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 245 |
+
"aido_rna.encoder.layer.20.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 246 |
+
"aido_rna.encoder.layer.20.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 247 |
+
"aido_rna.encoder.layer.20.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 248 |
+
"aido_rna.encoder.layer.20.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 249 |
+
"aido_rna.encoder.layer.20.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 250 |
+
"aido_rna.encoder.layer.20.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 251 |
+
"aido_rna.encoder.layer.20.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 252 |
+
"aido_rna.encoder.layer.20.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 253 |
+
"aido_rna.encoder.layer.20.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 254 |
+
"aido_rna.encoder.layer.20.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 255 |
+
"aido_rna.encoder.layer.20.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 256 |
+
"aido_rna.encoder.layer.20.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 257 |
+
"aido_rna.encoder.layer.20.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 258 |
+
"aido_rna.encoder.layer.20.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 259 |
+
"aido_rna.encoder.layer.21.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 260 |
+
"aido_rna.encoder.layer.21.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 261 |
+
"aido_rna.encoder.layer.21.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 262 |
+
"aido_rna.encoder.layer.21.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 263 |
+
"aido_rna.encoder.layer.21.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 264 |
+
"aido_rna.encoder.layer.21.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 265 |
+
"aido_rna.encoder.layer.21.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 266 |
+
"aido_rna.encoder.layer.21.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 267 |
+
"aido_rna.encoder.layer.21.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 268 |
+
"aido_rna.encoder.layer.21.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 269 |
+
"aido_rna.encoder.layer.21.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 270 |
+
"aido_rna.encoder.layer.21.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 271 |
+
"aido_rna.encoder.layer.21.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 272 |
+
"aido_rna.encoder.layer.21.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 273 |
+
"aido_rna.encoder.layer.21.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 274 |
+
"aido_rna.encoder.layer.21.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 275 |
+
"aido_rna.encoder.layer.21.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 276 |
+
"aido_rna.encoder.layer.21.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 277 |
+
"aido_rna.encoder.layer.22.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 278 |
+
"aido_rna.encoder.layer.22.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 279 |
+
"aido_rna.encoder.layer.22.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 280 |
+
"aido_rna.encoder.layer.22.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 281 |
+
"aido_rna.encoder.layer.22.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 282 |
+
"aido_rna.encoder.layer.22.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 283 |
+
"aido_rna.encoder.layer.22.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 284 |
+
"aido_rna.encoder.layer.22.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 285 |
+
"aido_rna.encoder.layer.22.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 286 |
+
"aido_rna.encoder.layer.22.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 287 |
+
"aido_rna.encoder.layer.22.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 288 |
+
"aido_rna.encoder.layer.22.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 289 |
+
"aido_rna.encoder.layer.22.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 290 |
+
"aido_rna.encoder.layer.22.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 291 |
+
"aido_rna.encoder.layer.22.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 292 |
+
"aido_rna.encoder.layer.22.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 293 |
+
"aido_rna.encoder.layer.22.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 294 |
+
"aido_rna.encoder.layer.22.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 295 |
+
"aido_rna.encoder.layer.23.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 296 |
+
"aido_rna.encoder.layer.23.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 297 |
+
"aido_rna.encoder.layer.23.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 298 |
+
"aido_rna.encoder.layer.23.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 299 |
+
"aido_rna.encoder.layer.23.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 300 |
+
"aido_rna.encoder.layer.23.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 301 |
+
"aido_rna.encoder.layer.23.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 302 |
+
"aido_rna.encoder.layer.23.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 303 |
+
"aido_rna.encoder.layer.23.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 304 |
+
"aido_rna.encoder.layer.23.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 305 |
+
"aido_rna.encoder.layer.23.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 306 |
+
"aido_rna.encoder.layer.23.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 307 |
+
"aido_rna.encoder.layer.23.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 308 |
+
"aido_rna.encoder.layer.23.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 309 |
+
"aido_rna.encoder.layer.23.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 310 |
+
"aido_rna.encoder.layer.23.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 311 |
+
"aido_rna.encoder.layer.23.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 312 |
+
"aido_rna.encoder.layer.23.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 313 |
+
"aido_rna.encoder.layer.24.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 314 |
+
"aido_rna.encoder.layer.24.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 315 |
+
"aido_rna.encoder.layer.24.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 316 |
+
"aido_rna.encoder.layer.24.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 317 |
+
"aido_rna.encoder.layer.24.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 318 |
+
"aido_rna.encoder.layer.24.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 319 |
+
"aido_rna.encoder.layer.24.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 320 |
+
"aido_rna.encoder.layer.24.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 321 |
+
"aido_rna.encoder.layer.24.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 322 |
+
"aido_rna.encoder.layer.24.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 323 |
+
"aido_rna.encoder.layer.24.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 324 |
+
"aido_rna.encoder.layer.24.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 325 |
+
"aido_rna.encoder.layer.24.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 326 |
+
"aido_rna.encoder.layer.24.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 327 |
+
"aido_rna.encoder.layer.24.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 328 |
+
"aido_rna.encoder.layer.24.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 329 |
+
"aido_rna.encoder.layer.24.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 330 |
+
"aido_rna.encoder.layer.24.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 331 |
+
"aido_rna.encoder.layer.25.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 332 |
+
"aido_rna.encoder.layer.25.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 333 |
+
"aido_rna.encoder.layer.25.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 334 |
+
"aido_rna.encoder.layer.25.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 335 |
+
"aido_rna.encoder.layer.25.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 336 |
+
"aido_rna.encoder.layer.25.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 337 |
+
"aido_rna.encoder.layer.25.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 338 |
+
"aido_rna.encoder.layer.25.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 339 |
+
"aido_rna.encoder.layer.25.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 340 |
+
"aido_rna.encoder.layer.25.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 341 |
+
"aido_rna.encoder.layer.25.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 342 |
+
"aido_rna.encoder.layer.25.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 343 |
+
"aido_rna.encoder.layer.25.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 344 |
+
"aido_rna.encoder.layer.25.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 345 |
+
"aido_rna.encoder.layer.25.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 346 |
+
"aido_rna.encoder.layer.25.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 347 |
+
"aido_rna.encoder.layer.25.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 348 |
+
"aido_rna.encoder.layer.25.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 349 |
+
"aido_rna.encoder.layer.26.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 350 |
+
"aido_rna.encoder.layer.26.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 351 |
+
"aido_rna.encoder.layer.26.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 352 |
+
"aido_rna.encoder.layer.26.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 353 |
+
"aido_rna.encoder.layer.26.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 354 |
+
"aido_rna.encoder.layer.26.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 355 |
+
"aido_rna.encoder.layer.26.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 356 |
+
"aido_rna.encoder.layer.26.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 357 |
+
"aido_rna.encoder.layer.26.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 358 |
+
"aido_rna.encoder.layer.26.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 359 |
+
"aido_rna.encoder.layer.26.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 360 |
+
"aido_rna.encoder.layer.26.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 361 |
+
"aido_rna.encoder.layer.26.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 362 |
+
"aido_rna.encoder.layer.26.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 363 |
+
"aido_rna.encoder.layer.26.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 364 |
+
"aido_rna.encoder.layer.26.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 365 |
+
"aido_rna.encoder.layer.26.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 366 |
+
"aido_rna.encoder.layer.26.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 367 |
+
"aido_rna.encoder.layer.27.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 368 |
+
"aido_rna.encoder.layer.27.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 369 |
+
"aido_rna.encoder.layer.27.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 370 |
+
"aido_rna.encoder.layer.27.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 371 |
+
"aido_rna.encoder.layer.27.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 372 |
+
"aido_rna.encoder.layer.27.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 373 |
+
"aido_rna.encoder.layer.27.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 374 |
+
"aido_rna.encoder.layer.27.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 375 |
+
"aido_rna.encoder.layer.27.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 376 |
+
"aido_rna.encoder.layer.27.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 377 |
+
"aido_rna.encoder.layer.27.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 378 |
+
"aido_rna.encoder.layer.27.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 379 |
+
"aido_rna.encoder.layer.27.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 380 |
+
"aido_rna.encoder.layer.27.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 381 |
+
"aido_rna.encoder.layer.27.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 382 |
+
"aido_rna.encoder.layer.27.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 383 |
+
"aido_rna.encoder.layer.27.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 384 |
+
"aido_rna.encoder.layer.27.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 385 |
+
"aido_rna.encoder.layer.28.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 386 |
+
"aido_rna.encoder.layer.28.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 387 |
+
"aido_rna.encoder.layer.28.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 388 |
+
"aido_rna.encoder.layer.28.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 389 |
+
"aido_rna.encoder.layer.28.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 390 |
+
"aido_rna.encoder.layer.28.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 391 |
+
"aido_rna.encoder.layer.28.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 392 |
+
"aido_rna.encoder.layer.28.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 393 |
+
"aido_rna.encoder.layer.28.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 394 |
+
"aido_rna.encoder.layer.28.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 395 |
+
"aido_rna.encoder.layer.28.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 396 |
+
"aido_rna.encoder.layer.28.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 397 |
+
"aido_rna.encoder.layer.28.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 398 |
+
"aido_rna.encoder.layer.28.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 399 |
+
"aido_rna.encoder.layer.28.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 400 |
+
"aido_rna.encoder.layer.28.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 401 |
+
"aido_rna.encoder.layer.28.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 402 |
+
"aido_rna.encoder.layer.28.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 403 |
+
"aido_rna.encoder.layer.29.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 404 |
+
"aido_rna.encoder.layer.29.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 405 |
+
"aido_rna.encoder.layer.29.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 406 |
+
"aido_rna.encoder.layer.29.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 407 |
+
"aido_rna.encoder.layer.29.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 408 |
+
"aido_rna.encoder.layer.29.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 409 |
+
"aido_rna.encoder.layer.29.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 410 |
+
"aido_rna.encoder.layer.29.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 411 |
+
"aido_rna.encoder.layer.29.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 412 |
+
"aido_rna.encoder.layer.29.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 413 |
+
"aido_rna.encoder.layer.29.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 414 |
+
"aido_rna.encoder.layer.29.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 415 |
+
"aido_rna.encoder.layer.29.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 416 |
+
"aido_rna.encoder.layer.29.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 417 |
+
"aido_rna.encoder.layer.29.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 418 |
+
"aido_rna.encoder.layer.29.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 419 |
+
"aido_rna.encoder.layer.29.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 420 |
+
"aido_rna.encoder.layer.29.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 421 |
+
"aido_rna.encoder.layer.3.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 422 |
+
"aido_rna.encoder.layer.3.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 423 |
+
"aido_rna.encoder.layer.3.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 424 |
+
"aido_rna.encoder.layer.3.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 425 |
+
"aido_rna.encoder.layer.3.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 426 |
+
"aido_rna.encoder.layer.3.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 427 |
+
"aido_rna.encoder.layer.3.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 428 |
+
"aido_rna.encoder.layer.3.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 429 |
+
"aido_rna.encoder.layer.3.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 430 |
+
"aido_rna.encoder.layer.3.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 431 |
+
"aido_rna.encoder.layer.3.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 432 |
+
"aido_rna.encoder.layer.3.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 433 |
+
"aido_rna.encoder.layer.3.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 434 |
+
"aido_rna.encoder.layer.3.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 435 |
+
"aido_rna.encoder.layer.3.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 436 |
+
"aido_rna.encoder.layer.3.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 437 |
+
"aido_rna.encoder.layer.3.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 438 |
+
"aido_rna.encoder.layer.3.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 439 |
+
"aido_rna.encoder.layer.30.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 440 |
+
"aido_rna.encoder.layer.30.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 441 |
+
"aido_rna.encoder.layer.30.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 442 |
+
"aido_rna.encoder.layer.30.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 443 |
+
"aido_rna.encoder.layer.30.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 444 |
+
"aido_rna.encoder.layer.30.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 445 |
+
"aido_rna.encoder.layer.30.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 446 |
+
"aido_rna.encoder.layer.30.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 447 |
+
"aido_rna.encoder.layer.30.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 448 |
+
"aido_rna.encoder.layer.30.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 449 |
+
"aido_rna.encoder.layer.30.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 450 |
+
"aido_rna.encoder.layer.30.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 451 |
+
"aido_rna.encoder.layer.30.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 452 |
+
"aido_rna.encoder.layer.30.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 453 |
+
"aido_rna.encoder.layer.30.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 454 |
+
"aido_rna.encoder.layer.30.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 455 |
+
"aido_rna.encoder.layer.30.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 456 |
+
"aido_rna.encoder.layer.30.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 457 |
+
"aido_rna.encoder.layer.31.attention.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 458 |
+
"aido_rna.encoder.layer.31.attention.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 459 |
+
"aido_rna.encoder.layer.31.attention.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 460 |
+
"aido_rna.encoder.layer.31.attention.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 461 |
+
"aido_rna.encoder.layer.31.attention.self.key.bias": "pytorch_model-00002-of-00002.bin",
|
| 462 |
+
"aido_rna.encoder.layer.31.attention.self.key.weight": "pytorch_model-00002-of-00002.bin",
|
| 463 |
+
"aido_rna.encoder.layer.31.attention.self.query.bias": "pytorch_model-00002-of-00002.bin",
|
| 464 |
+
"aido_rna.encoder.layer.31.attention.self.query.weight": "pytorch_model-00002-of-00002.bin",
|
| 465 |
+
"aido_rna.encoder.layer.31.attention.self.value.bias": "pytorch_model-00002-of-00002.bin",
|
| 466 |
+
"aido_rna.encoder.layer.31.attention.self.value.weight": "pytorch_model-00002-of-00002.bin",
|
| 467 |
+
"aido_rna.encoder.layer.31.intermediate.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 468 |
+
"aido_rna.encoder.layer.31.intermediate.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 469 |
+
"aido_rna.encoder.layer.31.intermediate.gate.bias": "pytorch_model-00002-of-00002.bin",
|
| 470 |
+
"aido_rna.encoder.layer.31.intermediate.gate.weight": "pytorch_model-00002-of-00002.bin",
|
| 471 |
+
"aido_rna.encoder.layer.31.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 472 |
+
"aido_rna.encoder.layer.31.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 473 |
+
"aido_rna.encoder.layer.31.output.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 474 |
+
"aido_rna.encoder.layer.31.output.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 475 |
+
"aido_rna.encoder.layer.4.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 476 |
+
"aido_rna.encoder.layer.4.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 477 |
+
"aido_rna.encoder.layer.4.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 478 |
+
"aido_rna.encoder.layer.4.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 479 |
+
"aido_rna.encoder.layer.4.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 480 |
+
"aido_rna.encoder.layer.4.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 481 |
+
"aido_rna.encoder.layer.4.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 482 |
+
"aido_rna.encoder.layer.4.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 483 |
+
"aido_rna.encoder.layer.4.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 484 |
+
"aido_rna.encoder.layer.4.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 485 |
+
"aido_rna.encoder.layer.4.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 486 |
+
"aido_rna.encoder.layer.4.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 487 |
+
"aido_rna.encoder.layer.4.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 488 |
+
"aido_rna.encoder.layer.4.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 489 |
+
"aido_rna.encoder.layer.4.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 490 |
+
"aido_rna.encoder.layer.4.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 491 |
+
"aido_rna.encoder.layer.4.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 492 |
+
"aido_rna.encoder.layer.4.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 493 |
+
"aido_rna.encoder.layer.5.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 494 |
+
"aido_rna.encoder.layer.5.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 495 |
+
"aido_rna.encoder.layer.5.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 496 |
+
"aido_rna.encoder.layer.5.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 497 |
+
"aido_rna.encoder.layer.5.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 498 |
+
"aido_rna.encoder.layer.5.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 499 |
+
"aido_rna.encoder.layer.5.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 500 |
+
"aido_rna.encoder.layer.5.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 501 |
+
"aido_rna.encoder.layer.5.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 502 |
+
"aido_rna.encoder.layer.5.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 503 |
+
"aido_rna.encoder.layer.5.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 504 |
+
"aido_rna.encoder.layer.5.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 505 |
+
"aido_rna.encoder.layer.5.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 506 |
+
"aido_rna.encoder.layer.5.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 507 |
+
"aido_rna.encoder.layer.5.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 508 |
+
"aido_rna.encoder.layer.5.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 509 |
+
"aido_rna.encoder.layer.5.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 510 |
+
"aido_rna.encoder.layer.5.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 511 |
+
"aido_rna.encoder.layer.6.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 512 |
+
"aido_rna.encoder.layer.6.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 513 |
+
"aido_rna.encoder.layer.6.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 514 |
+
"aido_rna.encoder.layer.6.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 515 |
+
"aido_rna.encoder.layer.6.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 516 |
+
"aido_rna.encoder.layer.6.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 517 |
+
"aido_rna.encoder.layer.6.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 518 |
+
"aido_rna.encoder.layer.6.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 519 |
+
"aido_rna.encoder.layer.6.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 520 |
+
"aido_rna.encoder.layer.6.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 521 |
+
"aido_rna.encoder.layer.6.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 522 |
+
"aido_rna.encoder.layer.6.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 523 |
+
"aido_rna.encoder.layer.6.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 524 |
+
"aido_rna.encoder.layer.6.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 525 |
+
"aido_rna.encoder.layer.6.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 526 |
+
"aido_rna.encoder.layer.6.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 527 |
+
"aido_rna.encoder.layer.6.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 528 |
+
"aido_rna.encoder.layer.6.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 529 |
+
"aido_rna.encoder.layer.7.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 530 |
+
"aido_rna.encoder.layer.7.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 531 |
+
"aido_rna.encoder.layer.7.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 532 |
+
"aido_rna.encoder.layer.7.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 533 |
+
"aido_rna.encoder.layer.7.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 534 |
+
"aido_rna.encoder.layer.7.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 535 |
+
"aido_rna.encoder.layer.7.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 536 |
+
"aido_rna.encoder.layer.7.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 537 |
+
"aido_rna.encoder.layer.7.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 538 |
+
"aido_rna.encoder.layer.7.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 539 |
+
"aido_rna.encoder.layer.7.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 540 |
+
"aido_rna.encoder.layer.7.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 541 |
+
"aido_rna.encoder.layer.7.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 542 |
+
"aido_rna.encoder.layer.7.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 543 |
+
"aido_rna.encoder.layer.7.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 544 |
+
"aido_rna.encoder.layer.7.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 545 |
+
"aido_rna.encoder.layer.7.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 546 |
+
"aido_rna.encoder.layer.7.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 547 |
+
"aido_rna.encoder.layer.8.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 548 |
+
"aido_rna.encoder.layer.8.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 549 |
+
"aido_rna.encoder.layer.8.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 550 |
+
"aido_rna.encoder.layer.8.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 551 |
+
"aido_rna.encoder.layer.8.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 552 |
+
"aido_rna.encoder.layer.8.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 553 |
+
"aido_rna.encoder.layer.8.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 554 |
+
"aido_rna.encoder.layer.8.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 555 |
+
"aido_rna.encoder.layer.8.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 556 |
+
"aido_rna.encoder.layer.8.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 557 |
+
"aido_rna.encoder.layer.8.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 558 |
+
"aido_rna.encoder.layer.8.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 559 |
+
"aido_rna.encoder.layer.8.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 560 |
+
"aido_rna.encoder.layer.8.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 561 |
+
"aido_rna.encoder.layer.8.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 562 |
+
"aido_rna.encoder.layer.8.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 563 |
+
"aido_rna.encoder.layer.8.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 564 |
+
"aido_rna.encoder.layer.8.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 565 |
+
"aido_rna.encoder.layer.9.attention.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 566 |
+
"aido_rna.encoder.layer.9.attention.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 567 |
+
"aido_rna.encoder.layer.9.attention.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 568 |
+
"aido_rna.encoder.layer.9.attention.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 569 |
+
"aido_rna.encoder.layer.9.attention.self.key.bias": "pytorch_model-00001-of-00002.bin",
|
| 570 |
+
"aido_rna.encoder.layer.9.attention.self.key.weight": "pytorch_model-00001-of-00002.bin",
|
| 571 |
+
"aido_rna.encoder.layer.9.attention.self.query.bias": "pytorch_model-00001-of-00002.bin",
|
| 572 |
+
"aido_rna.encoder.layer.9.attention.self.query.weight": "pytorch_model-00001-of-00002.bin",
|
| 573 |
+
"aido_rna.encoder.layer.9.attention.self.value.bias": "pytorch_model-00001-of-00002.bin",
|
| 574 |
+
"aido_rna.encoder.layer.9.attention.self.value.weight": "pytorch_model-00001-of-00002.bin",
|
| 575 |
+
"aido_rna.encoder.layer.9.intermediate.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 576 |
+
"aido_rna.encoder.layer.9.intermediate.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 577 |
+
"aido_rna.encoder.layer.9.intermediate.gate.bias": "pytorch_model-00001-of-00002.bin",
|
| 578 |
+
"aido_rna.encoder.layer.9.intermediate.gate.weight": "pytorch_model-00001-of-00002.bin",
|
| 579 |
+
"aido_rna.encoder.layer.9.layer_norm.bias": "pytorch_model-00001-of-00002.bin",
|
| 580 |
+
"aido_rna.encoder.layer.9.layer_norm.weight": "pytorch_model-00001-of-00002.bin",
|
| 581 |
+
"aido_rna.encoder.layer.9.output.dense.bias": "pytorch_model-00001-of-00002.bin",
|
| 582 |
+
"aido_rna.encoder.layer.9.output.dense.weight": "pytorch_model-00001-of-00002.bin",
|
| 583 |
+
"aido_rna.encoder.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 584 |
+
"aido_rna.encoder.layer_norm.weight": "pytorch_model-00002-of-00002.bin",
|
| 585 |
+
"lm_head.bias": "pytorch_model-00002-of-00002.bin",
|
| 586 |
+
"lm_head.decoder.bias": "pytorch_model-00002-of-00002.bin",
|
| 587 |
+
"lm_head.decoder.weight": "pytorch_model-00001-of-00002.bin",
|
| 588 |
+
"lm_head.transform.dense.bias": "pytorch_model-00002-of-00002.bin",
|
| 589 |
+
"lm_head.transform.dense.weight": "pytorch_model-00002-of-00002.bin",
|
| 590 |
+
"lm_head.transform.layer_norm.bias": "pytorch_model-00002-of-00002.bin",
|
| 591 |
+
"lm_head.transform.layer_norm.weight": "pytorch_model-00002-of-00002.bin"
|
| 592 |
+
}
|
| 593 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<null>"
|
| 4 |
+
],
|
| 5 |
+
"bos_token": "<cls>",
|
| 6 |
+
"cls_token": "<cls>",
|
| 7 |
+
"eos_token": "<eos>",
|
| 8 |
+
"mask_token": "<mask>",
|
| 9 |
+
"pad_token": "<pad>",
|
| 10 |
+
"sep_token": "<eos>",
|
| 11 |
+
"unk_token": "<unk>"
|
| 12 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"1": {
|
| 12 |
+
"content": "<cls>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<eos>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"5": {
|
| 44 |
+
"content": "<null>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
}
|
| 51 |
+
},
|
| 52 |
+
"additional_special_tokens": [
|
| 53 |
+
"<null>"
|
| 54 |
+
],
|
| 55 |
+
"bos_token": "<cls>",
|
| 56 |
+
"clean_up_tokenization_spaces": true,
|
| 57 |
+
"cls_token": "<cls>",
|
| 58 |
+
"codon": false,
|
| 59 |
+
"eos_token": "<eos>",
|
| 60 |
+
"extra_special_tokens": {},
|
| 61 |
+
"mask_token": "<mask>",
|
| 62 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 63 |
+
"nmers": 1,
|
| 64 |
+
"pad_token": "<pad>",
|
| 65 |
+
"replace_T_with_U": true,
|
| 66 |
+
"sep_token": "<eos>",
|
| 67 |
+
"tokenizer_class": "RnaTokenizer",
|
| 68 |
+
"unk_token": "<unk>"
|
| 69 |
+
}
|
vocab.txt
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<pad>
|
| 2 |
+
<cls>
|
| 3 |
+
<eos>
|
| 4 |
+
<unk>
|
| 5 |
+
<mask>
|
| 6 |
+
<null>
|
| 7 |
+
A
|
| 8 |
+
C
|
| 9 |
+
G
|
| 10 |
+
U
|
| 11 |
+
N
|
| 12 |
+
R
|
| 13 |
+
Y
|
| 14 |
+
S
|
| 15 |
+
W
|
| 16 |
+
K
|
| 17 |
+
M
|
| 18 |
+
B
|
| 19 |
+
D
|
| 20 |
+
H
|
| 21 |
+
V
|
| 22 |
+
.
|
| 23 |
+
X
|
| 24 |
+
*
|
| 25 |
+
-
|
| 26 |
+
I
|