Upload 3 files
Browse files- config.json +30 -0
- model.safetensors +3 -0
- model_architecture.txt +68 -0
config.json
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{
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"architectures": [
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"VideoMAEForPreTraining"
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],
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"attention_probs_dropout_prob": 0.0,
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"attn_implementation": "flash_attention_2",
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"decoder_hidden_size": 384,
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"decoder_intermediate_size": 1536,
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"decoder_num_attention_heads": 6,
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"decoder_num_hidden_layers": 4,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"image_size": 384,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"model_type": "videomae",
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"norm_pix_loss": true,
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"num_attention_heads": 12,
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"num_channels": 1,
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"num_frames": 320,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.46.1",
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"tubelet_size": 16,
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"use_mean_pooling": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:84744ee6437115d109c7d239f907f7503c17cc1a532c3e3b5c7bf08b72c69493
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size 388674152
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model_architecture.txt
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VideoMAEForPreTraining(
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(videomae): VideoMAEModel(
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(embeddings): VideoMAEEmbeddings(
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(patch_embeddings): VideoMAEPatchEmbeddings(
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(projection): Conv3d(1, 768, kernel_size=(16, 16, 16), stride=(16, 16, 16))
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)
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)
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(encoder): VideoMAEEncoder(
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(layer): ModuleList(
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(0-11): 12 x VideoMAELayer(
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(attention): VideoMAESdpaAttention(
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(attention): VideoMAESdpaSelfAttention(
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(query): Linear(in_features=768, out_features=768, bias=False)
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(key): Linear(in_features=768, out_features=768, bias=False)
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(value): Linear(in_features=768, out_features=768, bias=False)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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(output): VideoMAESelfOutput(
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(dense): Linear(in_features=768, out_features=768, bias=True)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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)
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(intermediate): VideoMAEIntermediate(
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(dense): Linear(in_features=768, out_features=3072, bias=True)
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(intermediate_act_fn): GELUActivation()
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)
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(output): VideoMAEOutput(
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(dense): Linear(in_features=3072, out_features=768, bias=True)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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(layernorm_before): LayerNorm((768,), eps=1e-12, elementwise_affine=True)
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(layernorm_after): LayerNorm((768,), eps=1e-12, elementwise_affine=True)
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)
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)
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)
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)
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(encoder_to_decoder): Linear(in_features=768, out_features=384, bias=False)
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(decoder): VideoMAEDecoder(
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(decoder_layers): ModuleList(
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(0-3): 4 x VideoMAELayer(
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(attention): VideoMAESdpaAttention(
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(attention): VideoMAESdpaSelfAttention(
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(query): Linear(in_features=384, out_features=384, bias=False)
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(key): Linear(in_features=384, out_features=384, bias=False)
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(value): Linear(in_features=384, out_features=384, bias=False)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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(output): VideoMAESelfOutput(
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(dense): Linear(in_features=384, out_features=384, bias=True)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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)
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(intermediate): VideoMAEIntermediate(
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(dense): Linear(in_features=384, out_features=1536, bias=True)
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(intermediate_act_fn): GELUActivation()
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)
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(output): VideoMAEOutput(
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(dense): Linear(in_features=1536, out_features=384, bias=True)
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(dropout): Dropout(p=0.0, inplace=False)
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)
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(layernorm_before): LayerNorm((384,), eps=1e-12, elementwise_affine=True)
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(layernorm_after): LayerNorm((384,), eps=1e-12, elementwise_affine=True)
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)
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)
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(norm): LayerNorm((384,), eps=1e-05, elementwise_affine=True)
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(head): Linear(in_features=384, out_features=4096, bias=True)
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)
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)
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