gptoss_20b_all_zhtw_lr5e-7_ep1_16_64_128_turn
This model is a fine-tuned version of openai/gpt-oss-20b on the multi_turn_miss_func_zh_tw_function_mix500_turn_oss_gpt_oss_20b_pretokenized, the multi_turn_miss_para_zh_tw_function_mix500_turn_oss_gpt_oss_20b_pretokenized, the multi_turn_zh_tw_function_mix500_turn_oss_gpt_oss_20b_pretokenized, the irrelevance_zh_tw_oss3000_gpt_oss_20b_pretokenized and the apigen_zhtwV3_remove_sys_gpt_oss_20b_pretokenized datasets. It achieves the following results on the evaluation set:
- Loss: 1.7413
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: 5e-07
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 128
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 15
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9188 | 0.0467 | 10 | 2.0771 |
| 2.1396 | 0.0934 | 20 | 2.0681 |
| 2.0909 | 0.1401 | 30 | 2.0564 |
| 2.0204 | 0.1868 | 40 | 2.0281 |
| 1.9068 | 0.2335 | 50 | 2.0003 |
| 1.9153 | 0.2803 | 60 | 1.9579 |
| 1.8924 | 0.3270 | 70 | 1.9261 |
| 2.0036 | 0.3737 | 80 | 1.9034 |
| 1.8911 | 0.4204 | 90 | 1.8709 |
| 1.854 | 0.4671 | 100 | 1.8492 |
| 1.8588 | 0.5138 | 110 | 1.8197 |
| 1.713 | 0.5605 | 120 | 1.8010 |
| 1.6542 | 0.6072 | 130 | 1.7828 |
| 1.5714 | 0.6539 | 140 | 1.7707 |
| 1.7184 | 0.7006 | 150 | 1.7601 |
| 1.6565 | 0.7473 | 160 | 1.7521 |
| 1.7325 | 0.7940 | 170 | 1.7503 |
| 1.8492 | 0.8408 | 180 | 1.7432 |
| 1.725 | 0.8875 | 190 | 1.7447 |
| 1.7197 | 0.9342 | 200 | 1.7353 |
| 1.811 | 0.9809 | 210 | 1.7406 |
Framework versions
- PEFT 0.18.1
- Transformers 4.57.6
- Pytorch 2.8.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
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Model tree for a3ilab-llm-uncertainty/gptoss_20b_all_zhtw_lr5e-7_ep1_16_64_128_turn
Base model
openai/gpt-oss-20b