sft-microsoft-phi2-on-dialogsum
This model is a fine-tuned version of microsoft/phi-2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3041
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-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 5
- total_train_batch_size: 10
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- training_steps: 500
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
2.088 | 0.05 | 10 | 2.0210 |
1.9945 | 0.1 | 20 | 1.9228 |
1.8836 | 0.15 | 30 | 1.7275 |
1.6446 | 0.2 | 40 | 1.4587 |
1.4515 | 0.25 | 50 | 1.3866 |
1.4383 | 0.3 | 60 | 1.3570 |
1.3909 | 0.35 | 70 | 1.3467 |
1.3326 | 0.4 | 80 | 1.3409 |
1.3776 | 0.45 | 90 | 1.3379 |
1.294 | 0.5 | 100 | 1.3333 |
1.3302 | 0.55 | 110 | 1.3299 |
1.3272 | 0.6 | 120 | 1.3272 |
1.3121 | 0.65 | 130 | 1.3251 |
1.3259 | 0.7 | 140 | 1.3233 |
1.3359 | 0.75 | 150 | 1.3220 |
1.2652 | 0.8 | 160 | 1.3214 |
1.3379 | 0.85 | 170 | 1.3201 |
1.3724 | 0.9 | 180 | 1.3181 |
1.296 | 0.95 | 190 | 1.3173 |
1.3137 | 1.0 | 200 | 1.3166 |
1.3418 | 1.05 | 210 | 1.3157 |
1.279 | 1.1 | 220 | 1.3158 |
1.2952 | 1.15 | 230 | 1.3151 |
1.3373 | 1.2 | 240 | 1.3140 |
1.3266 | 1.25 | 250 | 1.3127 |
1.3438 | 1.3 | 260 | 1.3118 |
1.3005 | 1.35 | 270 | 1.3108 |
1.2956 | 1.4 | 280 | 1.3102 |
1.3305 | 1.45 | 290 | 1.3100 |
1.3162 | 1.5 | 300 | 1.3090 |
1.3043 | 1.55 | 310 | 1.3085 |
1.3038 | 1.6 | 320 | 1.3082 |
1.2942 | 1.65 | 330 | 1.3077 |
1.2853 | 1.7 | 340 | 1.3074 |
1.2924 | 1.75 | 350 | 1.3066 |
1.3229 | 1.8 | 360 | 1.3061 |
1.2597 | 1.85 | 370 | 1.3059 |
1.3058 | 1.9 | 380 | 1.3058 |
1.3168 | 1.95 | 390 | 1.3058 |
1.2991 | 2.0 | 400 | 1.3055 |
1.2974 | 2.05 | 410 | 1.3055 |
1.3091 | 2.1 | 420 | 1.3053 |
1.2637 | 2.15 | 430 | 1.3050 |
1.3002 | 2.2 | 440 | 1.3047 |
1.2989 | 2.25 | 450 | 1.3044 |
1.2609 | 2.3 | 460 | 1.3044 |
1.2734 | 2.35 | 470 | 1.3044 |
1.2927 | 2.4 | 480 | 1.3043 |
1.3172 | 2.45 | 490 | 1.3042 |
1.3341 | 2.5 | 500 | 1.3041 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.1.2
- Datasets 2.15.0
- Tokenizers 0.15.1
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Model tree for ghost613/sft-microsoft-phi2-on-dialogsum
Base model
microsoft/phi-2