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History: 9 commits

arshjaved

cnn balanced - Model Upload

f793741 verified 3 months ago

.config
commit-1 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

1.76 kB

Upload updated_data_train.csv 3 months ago
cnn_balanced_model.pt

440 MB
LFS

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

Initial 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 (26)

Detected Pickle imports (26)

Detected Pickle imports (26)

Detected Pickle imports (26)