imdb_text_classification
Browse files- README.md +6 -6
- config.json +14 -0
- eval_results.json +1 -1
- model.safetensors +2 -2
- runs/Nov11_18-44-19_70e8903556eb/events.out.tfevents.1731350665.70e8903556eb.4587.0 +3 -0
- runs/Nov11_19-00-12_70e8903556eb/events.out.tfevents.1731351638.70e8903556eb.24415.0 +3 -0
- runs/Nov11_19-01-44_70e8903556eb/events.out.tfevents.1731351705.70e8903556eb.25559.0 +3 -0
- runs/Nov11_19-01-44_70e8903556eb/events.out.tfevents.1731351729.70e8903556eb.25559.1 +3 -0
- trainer_state.json +24 -150
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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## Model description
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.
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- Datasets 3.
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- Tokenizers 0.19.1
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3371
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## Model description
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 43 | 1.5036 |
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| No log | 2.0 | 86 | 1.4300 |
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| No log | 3.0 | 129 | 1.3371 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.1.0
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- Tokenizers 0.19.1
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config.json
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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eval_results.json
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|
| 30 |
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|
| 31 |
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|
| 32 |
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"eval_steps_per_second": 29.288,
|
| 33 |
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"step": 129
|
| 34 |
},
|
| 35 |
{
|
| 36 |
"epoch": 3.0,
|
| 37 |
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"step": 129,
|
| 38 |
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"total_flos": 135123975475200.0,
|
| 39 |
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"train_loss": 1.5090400636658188,
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| 40 |
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"train_runtime": 22.4003,
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| 41 |
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"train_samples_per_second": 45.535,
|
| 42 |
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"train_steps_per_second": 5.759
|
| 43 |
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|
| 44 |
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| 45 |
"logging_steps": 500,
|
| 46 |
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"max_steps": 129,
|
| 47 |
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|
| 48 |
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|
| 49 |
"save_steps": 500,
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|
| 59 |
"attributes": {}
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| 60 |
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| 61 |
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| 62 |
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"total_flos": 135123975475200.0,
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| 63 |
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|
| 64 |
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| 65 |
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training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:
|
| 3 |
size 5176
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:bd86464d6b1ab10996478262fc56c661ce2208553ecf94c1a9e299c7da21a91a
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| 3 |
size 5176
|