Training in progress, step 6187

README.md

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+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: distily_bench_gpt2_linear_objectives
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# distily_bench_gpt2_linear_objectives
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 8689.6641
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 4e-05
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: constant
+- num_epochs: 1.0
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| No log        | 0      | 0    | 338272.25       |
+| 14496.0       | 0.0808 | 500  | 11190.9121      |
+| 12080.0       | 0.1616 | 1000 | 10443.1357      |
+| 15856.0       | 0.2424 | 1500 | 10039.6162      |
+| 12192.0       | 0.3232 | 2000 | 9736.1924       |
+| 12784.0       | 0.4040 | 2500 | 9512.1279       |
+| 13216.0       | 0.4848 | 3000 | 9331.4561       |
+| 10856.0       | 0.5657 | 3500 | 9238.5283       |
+| 12256.0       | 0.6465 | 4000 | 9076.0957       |
+| 9856.0        | 0.7273 | 4500 | 8944.4482       |
+| 12512.0       | 0.8081 | 5000 | 8849.7275       |
+| 10224.0       | 0.8889 | 5500 | 8798.5918       |
+| 10688.0       | 0.9697 | 6000 | 8741.2480       |
+
+
+### Framework versions
+
+- Transformers 4.44.0
+- Pytorch 2.3.0
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.44.0"
+}

logs/distillation_objective=LinearObjective_logits_weight_1__logits_loss_fn__function_kl_divergence_loss_at_0x7f57c4b07910___activations_weight_0__activations_loss_fn__function_mse_loss_at_0x7f57c4b07880__/events.out.tfevents.1723345150.715f24f8d8b8

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logs/distillation_objective=_distily_objectives_LegacyObjective_object_at_0x7f252bcd7fd0_/events.out.tfevents.1723344849.715f24f8d8b8

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model.safetensors

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training_args.bin

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