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dcn_clm_wiki40b_scr_hd_4
gokulsrinivasagan/dcn_clm_wiki40b_scr_hd_4
dcn_clm_wiki40b_scr_hd_4 is a text generation model from gokulsrinivasagan. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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.safetensors326 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Jul 29, 2024
- Updated
- Aug 3, 2024
- SHA
- a05af252
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Base models
Model card
From the Hugging Face model README
<!-- 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. -->
dcn_clm_wiki40b_scr_hd_4
This model is a fine-tuned version of openai-community/gpt2 on the gokulsrinivasagan/wiki40b_processed dataset. It achieves the following results on the evaluation set:
- Loss: -339.2125
- Accuracy: 0.3911
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: 1e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 10
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10000
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| -513.3845 | 0.1132 | 10000 | -505.8524 | 0.2622 |
| -531.1577 | 0.2264 | 20000 | -527.8483 | 0.3266 |
| -540.3256 | 0.3396 | 30000 | -537.9610 | 0.3644 |
| -542.4823 | 0.4528 | 40000 | -540.2148 | 0.3811 |
| -542.5263 | 0.5659 | 50000 | -540.4131 | 0.3911 |
| -542.1284 | 0.6791 | 60000 | -539.2060 | 0.3987 |
| -540.9241 | 0.7923 | 70000 | -537.5175 | 0.4048 |
| -540.3291 | 0.9055 | 80000 | -535.8707 | 0.4095 |
| -539.2526 | 1.0187 | 90000 | -536.7577 | 0.4135 |
| -538.7234 | 1.1319 | 100000 | -536.1422 | 0.4169 |
| -536.5557 | 1.2451 | 110000 | -534.4947 | 0.4200 |
| -535.5725 | 1.3583 | 120000 | -533.4992 | 0.4224 |
| -533.4913 | 1.4715 | 130000 | -530.4818 | 0.4249 |
| -531.5176 | 1.5846 | 140000 | -528.1806 | 0.4272 |
| -530.6571 | 1.6978 | 150000 | -527.6332 | 0.4292 |
| -528.2929 | 1.8110 | 160000 | -526.1181 | 0.4307 |
| -524.1793 | 1.9242 | 170000 | -521.5057 | 0.4325 |
| -523.3159 | 2.0374 | 180000 | -520.4982 | 0.4343 |
| -522.8785 | 2.1506 | 190000 | -519.8093 | 0.4356 |
| -521.2251 | 2.2638 | 200000 | -518.1406 | 0.4367 |
| -516.7446 | 2.3770 | 210000 | -513.0163 | 0.4378 |
| -513.1897 | 2.4902 | 220000 | -511.5113 | 0.4392 |
| -510.7347 | 2.6033 | 230000 | -507.7811 | 0.4402 |
| -508.1415 | 2.7165 | 240000 | -505.3821 | 0.4412 |
| -506.7426 | 2.8297 | 250000 | -503.3896 | 0.4420 |
| -505.3485 | 2.9429 | 260000 | -502.4323 | 0.4431 |
| -504.0267 | 3.0561 | 270000 | -499.9680 | 0.4440 |
| -501.2865 | 3.1693 | 280000 | -498.5437 | 0.4446 |
| -497.2596 | 3.2825 | 290000 | -492.2012 | 0.4452 |
| -492.7128 | 3.3957 | 300000 | -490.9862 | 0.4462 |
| -487.9237 | 3.5089 | 310000 | -482.9363 | 0.4467 |
| -484.054 | 3.6220 | 320000 | -481.3902 | 0.4472 |
| -481.9538 | 3.7352 | 330000 | -480.8507 | 0.4478 |
| -479.994 | 3.8484 | 340000 | -477.3947 | 0.4483 |
| -477.8339 | 3.9616 | 350000 | -473.7786 | 0.4492 |
| -475.5998 | 4.0748 | 360000 | -474.0926 | 0.4498 |
| -474.1694 | 4.1880 | 370000 | -471.2204 | 0.4503 |
| -476.3406 | 4.3012 | 380000 | -472.3084 | 0.4507 |
| -476.1219 | 4.4144 | 390000 | -475.2962 | 0.4512 |
| -474.5911 | 4.5276 | 400000 | -473.3912 | 0.4517 |
| -476.8605 | 4.6407 | 410000 | -472.6322 | 0.4519 |
| -478.9139 | 4.7539 | 420000 | -477.4765 | 0.4524 |
| -480.3029 | 4.8671 | 430000 | -476.6373 | 0.4529 |
| -480.972 | 4.9803 | 440000 | -477.7659 | 0.4535 |
| -482.1678 | 5.0935 | 450000 | -479.5627 | 0.4537 |
| -484.7887 | 5.2067 | 460000 | -483.2962 | 0.4541 |
| -483.0868 | 5.3199 | 470000 | -481.5776 | 0.4545 |
| -479.0181 | 5.4331 | 480000 | -477.3512 | 0.4547 |
| -476.8835 | 5.5462 | 490000 | -475.4365 | 0.4552 |
| -473.472 | 5.6594 | 500000 | -471.7900 | 0.4555 |
| -470.6787 | 5.7726 | 510000 | -469.4331 | 0.4557 |
| -470.2033 | 5.8858 | 520000 | -467.9302 | 0.4561 |
| -468.79 | 5.9990 | 530000 | -467.9232 | 0.4562 |
| -470.2075 | 6.1122 | 540000 | -468.1803 | 0.4566 |
| -469.0907 | 6.2254 | 550000 | -466.8235 | 0.4568 |
| -467.5284 | 6.3386 | 560000 | -465.8475 | 0.4572 |
| -468.3776 | 6.4518 | 570000 | -467.2909 | 0.4573 |
| -468.8093 | 6.5649 | 580000 | -467.1705 | 0.4577 |
| -468.3296 | 6.6781 | 590000 | -466.7415 | 0.4578 |
| -467.5929 | 6.7913 | 600000 | -466.1070 | 0.4582 |
| -471.0954 | 6.9045 | 610000 | -469.1050 | 0.4583 |
| -470.4095 | 7.0177 | 620000 | -469.2272 | 0.4585 |
| -471.4537 | 7.1309 | 630000 | -468.5949 | 0.4586 |
| -473.0142 | 7.2441 | 640000 | -470.2210 | 0.4590 |
| -473.5846 | 7.3573 | 650000 | -470.9293 | 0.4591 |
| -475.7373 | 7.4705 | 660000 | -474.7934 | 0.4591 |
| -477.2222 | 7.5836 | 670000 | -475.6166 | 0.4595 |
| -477.4298 | 7.6968 | 680000 | -474.3342 | 0.4595 |
| -479.5763 | 7.8100 | 690000 | -477.7514 | 0.4598 |
| -478.8112 | 7.9232 | 700000 | -478.4809 | 0.4599 |
| -482.7851 | 8.0364 | 710000 | -481.7394 | 0.4601 |
| -483.1363 | 8.1496 | 720000 | -481.9806 | 0.4602 |
| -485.4846 | 8.2628 | 730000 | -483.7867 | 0.4604 |
| -488.0089 | 8.3760 | 740000 | -486.2569 | 0.4604 |
| -488.2655 | 8.4892 | 750000 | -487.7609 | 0.4606 |
| -489.151 | 8.6023 | 760000 | -487.4376 | 0.4606 |
| -491.2202 | 8.7155 | 770000 | -489.5757 | 0.4610 |
| -491.8805 | 8.8287 | 780000 | -491.1762 | 0.4609 |
| -492.839 | 8.9419 | 790000 | -491.5594 | 0.4611 |
| -493.9809 | 9.0551 | 800000 | -493.5830 | 0.4610 |
| -494.3873 | 9.1683 | 810000 | -493.9024 | 0.4613 |
| -494.9278 | 9.2815 | 820000 | -494.3978 | 0.4613 |
| -495.2298 | 9.3947 | 830000 | -495.2346 | 0.4614 |
| -495.104 | 9.5079 | 840000 | -495.1164 | 0.4614 |
| -495.5952 | 9.6210 | 850000 | -495.5160 | 0.4615 |
| -495.0771 | 9.7342 | 860000 | -495.0170 | 0.4616 |
| -494.9496 | 9.8474 | 870000 | -495.0371 | 0.4616 |
| -494.5754 | 9.9606 | 880000 | -494.6686 | 0.4616 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.2.2+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Jul 29, 2024
- Updated
- Aug 3, 2024