1 contributor

History: 18 commits

arshjaved

final model upload

24e8a9c verified 3 months ago

.config
commit-1 3 months ago
datalab
normal Model Upload (teja) 3 months ago
logs
commit-1 3 months ago
results
commit-1 3 months ago
sample_data
commit-1 3 months ago
wandb
commit-1 3 months ago
.gitattributes

1.97 kB

normal Model Upload (teja) 3 months ago
cnn_balanced_model.pt

440 MB
LFS

cnn balanced - Model Upload 3 months ago
model.pkl
Detected Pickle imports (24)
- "transformers.models.bert.modeling_bert.BertEncoder",
- "collections.OrderedDict",
- "transformers.models.bert.configuration_bert.BertConfig",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.modeling_bert.BertLayer",
- "torch.nn.modules.normalization.LayerNorm",
- "transformers.activations.GELUActivation",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "transformers.models.bert.modeling_bert.BertModel",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "torch._C._nn.gelu",
- "torch._utils._rebuild_tensor_v2",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "__main__.MultiOutputBERT",
- "torch.nn.modules.dropout.Dropout",
- "torch.nn.modules.linear.Linear",
- "transformers.models.bert.modeling_bert.BertAttention",
- "torch.nn.modules.container.ModuleList",
- "transformers.models.bert.modeling_bert.BertPooler",
- "torch.nn.modules.activation.Tanh",
- "torch.storage._load_from_bytes"
How to fix it?
438 MB
LFS

final model upload + pkl 3 months ago
model.pt
Detected Pickle imports (26)
- "transformers.models.bert.modeling_bert.BertAttention",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "__builtin__.set",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "torch.LongStorage",
- "transformers.models.bert.modeling_bert.BertPooler",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "__main__.MultiOutputBERT",
- "transformers.models.bert.configuration_bert.BertConfig",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.modeling_bert.BertModel",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.activation.Tanh",
- "torch.nn.modules.container.ModuleList",
- "collections.OrderedDict",
- "torch._utils._rebuild_parameter",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "torch.nn.modules.normalization.LayerNorm",
- "transformers.models.bert.modeling_bert.BertLayer",
- "transformers.activations.GELUActivation",
- "torch.nn.modules.dropout.Dropout",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "torch._C._nn.gelu"
How to fix it?
438 MB
LFS

final model upload 3 months ago
model_class_conditional.pt
Detected Pickle imports (26)
- "transformers.models.bert.modeling_bert.BertAttention",
- "transformers.activations.GELUActivation",
- "__builtin__.set",
- "torch.nn.modules.dropout.Dropout",
- "torch._C._nn.gelu",
- "__main__.MultiOutputBERT",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "transformers.models.bert.modeling_bert.BertPooler",
- "torch.nn.modules.activation.Tanh",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.container.ModuleList",
- "torch.FloatStorage",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "torch.nn.modules.linear.Linear",
- "transformers.models.bert.configuration_bert.BertConfig",
- "torch.nn.modules.normalization.LayerNorm",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "torch.LongStorage",
- "collections.OrderedDict",
- "torch._utils._rebuild_parameter",
- "transformers.models.bert.modeling_bert.BertLayer",
- "transformers.models.bert.modeling_bert.BertModel"
How to fix it?
438 MB
LFS

class conditional Model Upload 3 months ago
model_cook1.pt
Detected Pickle imports (26)
- "__main__.MultiOutputBERT",
- "torch.LongStorage",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "collections.OrderedDict",
- "transformers.models.bert.modeling_bert.BertOutput",
- "torch.nn.modules.dropout.Dropout",
- "transformers.models.bert.modeling_bert.BertAttention",
- "torch._utils._rebuild_parameter",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "torch._C._nn.gelu",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "torch.nn.modules.normalization.LayerNorm",
- "torch.nn.modules.linear.Linear",
- "transformers.models.bert.modeling_bert.BertLayer",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "torch._utils._rebuild_tensor_v2",
- "transformers.models.bert.modeling_bert.BertModel",
- "torch.nn.modules.activation.Tanh",
- "__builtin__.set",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "torch.FloatStorage",
- "torch.nn.modules.container.ModuleList",
- "transformers.models.bert.configuration_bert.BertConfig",
- "transformers.activations.GELUActivation",
- "transformers.models.bert.modeling_bert.BertPooler"
How to fix it?
438 MB
LFS

cook1- 84, 65 3 months ago
model_focal_loss.pt
Detected Pickle imports (26)
- "collections.OrderedDict",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.dropout.Dropout",
- "transformers.models.bert.modeling_bert.BertLayer",
- "torch.LongStorage",
- "transformers.models.bert.modeling_bert.BertModel",
- "torch._C._nn.gelu",
- "transformers.models.bert.modeling_bert.BertPooler",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.activation.Tanh",
- "torch.FloatStorage",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "torch.nn.modules.normalization.LayerNorm",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.configuration_bert.BertConfig",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "torch.nn.modules.container.ModuleList",
- "transformers.models.bert.modeling_bert.BertAttention",
- "torch.nn.modules.linear.Linear",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "transformers.activations.GELUActivation",
- "__main__.MultiOutputBERT",
- "__builtin__.set"
How to fix it?
438 MB
LFS

focal loss to classify hard params - Model Upload 3 months ago
model_normal.pt
Detected Pickle imports (26)
- "transformers.models.bert.modeling_bert.BertAttention",
- "torch.nn.modules.normalization.LayerNorm",
- "__builtin__.set",
- "transformers.activations.GELUActivation",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "torch.nn.modules.activation.Tanh",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "torch.FloatStorage",
- "torch.nn.modules.dropout.Dropout",
- "torch._C._nn.gelu",
- "torch.nn.modules.linear.Linear",
- "__main__.MultiOutputBERT",
- "torch.nn.modules.container.ModuleList",
- "torch._utils._rebuild_parameter",
- "collections.OrderedDict",
- "transformers.models.bert.configuration_bert.BertConfig",
- "transformers.models.bert.modeling_bert.BertPooler",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.modeling_bert.BertModel",
- "transformers.models.bert.modeling_bert.BertLayer",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "transformers.models.bert.modeling_bert.BertIntermediate"
How to fix it?
438 MB
LFS

normal Model Upload 3 months ago
model_resampled.pt

438 MB
LFS

normal Model Upload (teja2) 3 months ago
model_weight_inverse_freq_crossEntropy.pt
Detected Pickle imports (26)
- "transformers.models.bert.modeling_bert.BertSelfOutput",
- "transformers.models.bert.configuration_bert.BertConfig",
- "torch.nn.modules.container.ModuleList",
- "transformers.models.bert.modeling_bert.BertOutput",
- "transformers.models.bert.modeling_bert.BertEmbeddings",
- "torch._C._nn.gelu",
- "transformers.models.bert.modeling_bert.BertSdpaSelfAttention",
- "transformers.models.bert.modeling_bert.BertIntermediate",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.sparse.Embedding",
- "transformers.models.bert.modeling_bert.BertPooler",
- "torch.nn.modules.normalization.LayerNorm",
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch.nn.modules.dropout.Dropout",
- "__builtin__.set",
- "transformers.activations.GELUActivation",
- "transformers.models.bert.modeling_bert.BertAttention",
- "__main__.MultiOutputBERT",
- "transformers.models.bert.modeling_bert.BertEncoder",
- "torch.LongStorage",
- "torch.nn.modules.activation.Tanh",
- "transformers.models.bert.modeling_bert.BertModel",
- "torch._utils._rebuild_tensor_v2",
- "torch._utils._rebuild_parameter",
- "transformers.models.bert.modeling_bert.BertLayer"
How to fix it?
438 MB
LFS

weight cross entropy with inverse frequencies - Model Upload 3 months ago
model_weight_loss_CrossEntropy_resampling.pt

438 MB
LFS

hybrid- weighted loss and data resampling model 3 months ago
model_weighted_loss_distilbert.pt
Detected Pickle imports (21)
- "transformers.models.distilbert.modeling_distilbert.TransformerBlock",
- "torch.FloatStorage",
- "transformers.models.distilbert.modeling_distilbert.Embeddings",
- "torch._C._nn.gelu",
- "transformers.models.distilbert.modeling_distilbert.DistilBertModel",
- "torch.LongStorage",
- "__builtin__.set",
- "torch.nn.modules.sparse.Embedding",
- "torch.nn.modules.dropout.Dropout",
- "__main__.MultiOutputDistilBERT",
- "transformers.models.distilbert.modeling_distilbert.Transformer",
- "torch._utils._rebuild_tensor_v2",
- "transformers.models.distilbert.modeling_distilbert.MultiHeadSelfAttention",
- "transformers.activations.GELUActivation",
- "transformers.models.distilbert.modeling_distilbert.FFN",
- "collections.OrderedDict",
- "transformers.models.distilbert.configuration_distilbert.DistilBertConfig",
- "torch.nn.modules.container.ModuleList",
- "torch.nn.modules.normalization.LayerNorm",
- "torch.nn.modules.linear.Linear",
- "torch._utils._rebuild_parameter"
How to fix it?
266 MB
LFS

distillbert- Model Upload 3 months ago
multioutput_bert_model.joblib

438 MB
LFS

final model upload 3 months ago
updated_data.csv

57 MB
LFS

commit-1 3 months ago
updated_data_train.csv

57 MB
LFS

Upload updated_data_train.csv 3 months ago

Detected Pickle imports (24)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (21)