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Browse files- README.md +63 -0
- config.json +39 -0
- generation_config.json +6 -0
- logs/events.out.tfevents.1746182950.tikgpu04.11892.0 +3 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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---
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library_name: transformers
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license: mit
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base_model: gpt2
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tags:
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- generated_from_trainer
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model-index:
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- name: soft_real_imagenet_v0
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# soft_real_imagenet_v0
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8118
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 1.1003 | 1.0 | 4057 | 0.9910 |
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| 0.9581 | 2.0 | 8114 | 0.8864 |
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| 0.8894 | 3.0 | 12171 | 0.8404 |
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| 0.8518 | 4.0 | 16228 | 0.8199 |
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| 0.8356 | 5.0 | 20285 | 0.8118 |
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### Framework versions
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- Transformers 4.46.3
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- Pytorch 2.4.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.20.3
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config.json
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{
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"_name_or_path": "gpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.46.3",
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"use_cache": true,
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"vocab_size": 50257
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.46.3"
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}
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logs/events.out.tfevents.1746182950.tikgpu04.11892.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b61da55addb444bcf963348cbdfb0cc64c0787e0d20004910f06fcfe50dec19e
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size 15502
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf3fa3d75576cb94d5e402d7e3e01449224b14dba89550286c14d0bada5242a5
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size 497774208
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c616cf6d714f8a0c036a1229e761cc60b26f7c8fe3240ffd5d5bd6d56c4b766
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size 5304
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