Training in progress, step 49500
Browse files- README.md +4 -4
- logs/attn_norm=None, attn_projector=mlp, attn_weight=5, learning_rate=0.0002, per_device_train_batch_size=8, warmup_ratio=0/events.out.tfevents.1725144071.23668649e3db +3 -0
- logs/attn_norm=layernorm, attn_projector=mlp, attn_weight=5, learning_rate=0.0002, per_device_train_batch_size=8, warmup_ratio=0/completed.flag +0 -0
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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@@ -44,7 +44,7 @@ More information needed
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# Resource Usage Comparison
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- VRAM Use:
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# Distillation (Teacher -> Student) Architecture Difference:
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@@ -95,7 +95,7 @@ The following hyperparameters were used during training:
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<summary>Expand</summary>
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- learning_rate: `0.0002`
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- train_batch_size: `
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- eval_batch_size: `8`
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- seed: `42`
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- optimizer: `Adam with betas=(0.9,0.999) and epsilon=1e-08`
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- num_epochs: `1.0`
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- distillation_objective: `DistillationObjective(logits_loss_component=LossComponent(label=logits, weight=1, loss_fn=kl), attn_loss_component=LossComponent(label=attn, weight=5, loss_fn=raw_mse, layer_mapper=layer-2, norm=layernorm, projector=mlp))`
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- train_embeddings: `True`
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- lr_scheduler: `<torch.optim.lr_scheduler.LambdaLR object at
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- student_model_name_or_path: `None`
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- student_config_name_or_path: `distilbert/distilgpt2`
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- student_model_config: `None`
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- Distily 0.4.1
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- Transformers 4.44.2
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- Pytorch 2.4.0+cu121
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- Datasets 2.
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# Resource Usage Comparison
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- VRAM Use: 8.0694 GB
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# Distillation (Teacher -> Student) Architecture Difference:
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<summary>Expand</summary>
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- learning_rate: `0.0002`
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+
- train_batch_size: `8`
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- eval_batch_size: `8`
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- seed: `42`
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- optimizer: `Adam with betas=(0.9,0.999) and epsilon=1e-08`
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- num_epochs: `1.0`
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- distillation_objective: `DistillationObjective(logits_loss_component=LossComponent(label=logits, weight=1, loss_fn=kl), attn_loss_component=LossComponent(label=attn, weight=5, loss_fn=raw_mse, layer_mapper=layer-2, norm=layernorm, projector=mlp))`
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- train_embeddings: `True`
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+
- lr_scheduler: `<torch.optim.lr_scheduler.LambdaLR object at 0x7f0d5c670a30>`
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- student_model_name_or_path: `None`
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- student_config_name_or_path: `distilbert/distilgpt2`
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- student_model_config: `None`
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- Distily 0.4.1
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- Transformers 4.44.2
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- Pytorch 2.4.0+cu121
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+
- Datasets 2.21.0
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logs/attn_norm=None, attn_projector=mlp, attn_weight=5, learning_rate=0.0002, per_device_train_batch_size=8, warmup_ratio=0/events.out.tfevents.1725144071.23668649e3db
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size 23671640
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logs/attn_norm=layernorm, attn_projector=mlp, attn_weight=5, learning_rate=0.0002, per_device_train_batch_size=8, warmup_ratio=0/completed.flag
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model.safetensors
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training_args.bin
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