Create/Load a Session

[Azemar]

-1- I train the same model multiple times. When loading a session, the following message appeared in the "Create/Load a Session" block:

Some weights of the model checkpoint at openai/clip-vit-large-patch14 were not used when initializing CLIPTextModel: ['vision_model.encoder.layers.10.self_attn.out_proj.bias', 'vision_model.encoder.layers.11.self_attn.out_proj.bias', 'vision_model.encoder.layers.7.mlp.fc2.weight', 'vision_model.encoder.layers.4.self_attn.k_proj.bias', 'vision_model.encoder.layers.10.mlp.fc1.weight', 'vision_model.encoder.layers.3.mlp.fc1.bias', 'vision_model.encoder.layers.22.self_attn.k_proj.bias', 'vision_model.encoder.layers.2.self_attn.q_proj.weight', 'vision_model.encoder.layers.11.self_attn.q_proj.weight', 'vision_model.encoder.layers.5.mlp.fc1.bias', 'vision_model.encoder.layers.9.layer_norm2.bias', 'vision_model.encoder.layers.4.self_attn.q_proj.weight', 'vision_model.encoder.layers.4.self_attn.out_proj.weight', 'vision_model.encoder.layers.23.mlp.fc1.bias', 'vision_model.encoder.layers.14.self_attn.q_proj.weight', 'vision_model.encoder.layers.1.self_attn.out_proj.bias', 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- This IS expected if you are initializing CLIPTextModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing CLIPTextModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).

Then there was a message "Session loaded." and the training of the model started successfully, but why did the message about "weights not used" appear at all?

-2- why in the code block "Create/Load a Session" there was an opportunity to select the version of the model?

-3- And why in the code block "Model Download" there was an option to select "Custom_Model_Version:" ?

[TheLastBen]

1- It's not an error, it's just an information message, ignore it. 2- because each model has a different conversion script and it is almost impossible to detect which version, so the user must specify the correct version. same thing for the model download, you need to specify the correct version of the model downloaded

[Azemar]

1- It's not an error, it's just an information message, ignore it. 2- because each model has a different conversion script and it is almost impossible to detect which version, so the user must specify the correct version. same thing for the model download, you need to specify the correct version of the model downloaded

Why didn't you need to specify versions before then? By the way, why xformers is not involved now? He used to be, too.

[TheLastBen]

xformers is automatically installed, and before the conversion script was not working with V2, now the new script works