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Browse files- README.md +262 -0
- adapter_model.safetensors +1 -1
README.md
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| 1 |
+
---
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| 2 |
+
library_name: peft
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| 3 |
+
license: gemma
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| 4 |
+
base_model: google/gemma-3-1b-it
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| 5 |
+
tags:
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| 6 |
+
- llama-factory
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| 7 |
+
- generated_from_trainer
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| 8 |
+
model-index:
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| 9 |
+
- name: train_stsb_1745333589
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| 10 |
+
results: []
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| 11 |
+
---
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| 12 |
+
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| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
+
should probably proofread and complete it, then remove this comment. -->
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| 15 |
+
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| 16 |
+
# train_stsb_1745333589
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| 17 |
+
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| 18 |
+
This model is a fine-tuned version of [google/gemma-3-1b-it](https://huggingface.co/google/gemma-3-1b-it) on an unknown dataset.
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| 19 |
+
It achieves the following results on the evaluation set:
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| 20 |
+
- Loss: 0.3018
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| 21 |
+
- Num Input Tokens Seen: 61089232
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| 22 |
+
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| 23 |
+
## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
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## Intended uses & limitations
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| 28 |
+
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| 29 |
+
More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
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| 32 |
+
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| 33 |
+
More information needed
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| 34 |
+
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| 35 |
+
## Training procedure
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| 36 |
+
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| 37 |
+
### Training hyperparameters
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| 38 |
+
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 5e-05
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| 41 |
+
- train_batch_size: 4
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| 42 |
+
- eval_batch_size: 4
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| 43 |
+
- seed: 123
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| 44 |
+
- gradient_accumulation_steps: 4
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| 45 |
+
- total_train_batch_size: 16
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| 46 |
+
- 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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| 47 |
+
- lr_scheduler_type: cosine
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| 48 |
+
- training_steps: 40000
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| 49 |
+
|
| 50 |
+
### Training results
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| 51 |
+
|
| 52 |
+
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
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| 53 |
+
|:-------------:|:--------:|:-----:|:---------------:|:-----------------:|
|
| 54 |
+
| 3.4322 | 0.6182 | 200 | 3.3989 | 305312 |
|
| 55 |
+
| 1.8164 | 1.2349 | 400 | 1.7951 | 610048 |
|
| 56 |
+
| 1.4417 | 1.8532 | 600 | 1.4198 | 917664 |
|
| 57 |
+
| 1.2241 | 2.4699 | 800 | 1.2246 | 1223104 |
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| 58 |
+
| 1.0684 | 3.0866 | 1000 | 1.0839 | 1528432 |
|
| 59 |
+
| 1.0292 | 3.7048 | 1200 | 0.9670 | 1837520 |
|
| 60 |
+
| 0.8334 | 4.3215 | 1400 | 0.8561 | 2143216 |
|
| 61 |
+
| 0.7228 | 4.9397 | 1600 | 0.7671 | 2448176 |
|
| 62 |
+
| 0.6282 | 5.5564 | 1800 | 0.6984 | 2752768 |
|
| 63 |
+
| 0.639 | 6.1731 | 2000 | 0.6433 | 3059504 |
|
| 64 |
+
| 0.5502 | 6.7913 | 2200 | 0.5964 | 3364688 |
|
| 65 |
+
| 0.5518 | 7.4080 | 2400 | 0.5614 | 3672432 |
|
| 66 |
+
| 0.4631 | 8.0247 | 2600 | 0.5373 | 3978272 |
|
| 67 |
+
| 0.4895 | 8.6430 | 2800 | 0.5146 | 4285856 |
|
| 68 |
+
| 0.4762 | 9.2597 | 3000 | 0.4976 | 4588608 |
|
| 69 |
+
| 0.4262 | 9.8779 | 3200 | 0.4827 | 4894432 |
|
| 70 |
+
| 0.4203 | 10.4946 | 3400 | 0.4712 | 5200528 |
|
| 71 |
+
| 0.3634 | 11.1113 | 3600 | 0.4612 | 5504960 |
|
| 72 |
+
| 0.3689 | 11.7295 | 3800 | 0.4505 | 5808800 |
|
| 73 |
+
| 0.3246 | 12.3462 | 4000 | 0.4438 | 6114608 |
|
| 74 |
+
| 0.4121 | 12.9645 | 4200 | 0.4352 | 6419376 |
|
| 75 |
+
| 0.377 | 13.5811 | 4400 | 0.4290 | 6725664 |
|
| 76 |
+
| 0.3873 | 14.1978 | 4600 | 0.4208 | 7030208 |
|
| 77 |
+
| 0.4336 | 14.8161 | 4800 | 0.4164 | 7335712 |
|
| 78 |
+
| 0.2933 | 15.4328 | 5000 | 0.4105 | 7641232 |
|
| 79 |
+
| 0.3062 | 16.0495 | 5200 | 0.4053 | 7945360 |
|
| 80 |
+
| 0.2797 | 16.6677 | 5400 | 0.4014 | 8252048 |
|
| 81 |
+
| 0.3236 | 17.2844 | 5600 | 0.3953 | 8557024 |
|
| 82 |
+
| 0.365 | 17.9026 | 5800 | 0.3897 | 8862080 |
|
| 83 |
+
| 0.3191 | 18.5193 | 6000 | 0.3872 | 9167248 |
|
| 84 |
+
| 0.2915 | 19.1360 | 6200 | 0.3811 | 9472816 |
|
| 85 |
+
| 0.3482 | 19.7543 | 6400 | 0.3782 | 9779344 |
|
| 86 |
+
| 0.2646 | 20.3709 | 6600 | 0.3745 | 10085888 |
|
| 87 |
+
| 0.2759 | 20.9892 | 6800 | 0.3703 | 10391904 |
|
| 88 |
+
| 0.3038 | 21.6059 | 7000 | 0.3680 | 10697664 |
|
| 89 |
+
| 0.313 | 22.2226 | 7200 | 0.3669 | 11000832 |
|
| 90 |
+
| 0.2537 | 22.8408 | 7400 | 0.3650 | 11308384 |
|
| 91 |
+
| 0.2978 | 23.4575 | 7600 | 0.3594 | 11614048 |
|
| 92 |
+
| 0.3065 | 24.0742 | 7800 | 0.3579 | 11917328 |
|
| 93 |
+
| 0.2827 | 24.6924 | 8000 | 0.3559 | 12224848 |
|
| 94 |
+
| 0.258 | 25.3091 | 8200 | 0.3545 | 12530128 |
|
| 95 |
+
| 0.2731 | 25.9274 | 8400 | 0.3516 | 12838032 |
|
| 96 |
+
| 0.3197 | 26.5440 | 8600 | 0.3514 | 13142096 |
|
| 97 |
+
| 0.2863 | 27.1607 | 8800 | 0.3498 | 13447712 |
|
| 98 |
+
| 0.3435 | 27.7790 | 9000 | 0.3483 | 13751968 |
|
| 99 |
+
| 0.255 | 28.3957 | 9200 | 0.3486 | 14060176 |
|
| 100 |
+
| 0.294 | 29.0124 | 9400 | 0.3449 | 14362928 |
|
| 101 |
+
| 0.2661 | 29.6306 | 9600 | 0.3429 | 14669168 |
|
| 102 |
+
| 0.3367 | 30.2473 | 9800 | 0.3407 | 14973568 |
|
| 103 |
+
| 0.2961 | 30.8655 | 10000 | 0.3408 | 15279840 |
|
| 104 |
+
| 0.2853 | 31.4822 | 10200 | 0.3395 | 15586352 |
|
| 105 |
+
| 0.2809 | 32.0989 | 10400 | 0.3365 | 15891232 |
|
| 106 |
+
| 0.2892 | 32.7172 | 10600 | 0.3371 | 16197472 |
|
| 107 |
+
| 0.2193 | 33.3338 | 10800 | 0.3341 | 16500992 |
|
| 108 |
+
| 0.2344 | 33.9521 | 11000 | 0.3343 | 16807808 |
|
| 109 |
+
| 0.2338 | 34.5688 | 11200 | 0.3325 | 17112928 |
|
| 110 |
+
| 0.2304 | 35.1855 | 11400 | 0.3333 | 17420016 |
|
| 111 |
+
| 0.3045 | 35.8037 | 11600 | 0.3309 | 17726608 |
|
| 112 |
+
| 0.2831 | 36.4204 | 11800 | 0.3292 | 18030288 |
|
| 113 |
+
| 0.2686 | 37.0371 | 12000 | 0.3293 | 18337584 |
|
| 114 |
+
| 0.2861 | 37.6553 | 12200 | 0.3285 | 18640720 |
|
| 115 |
+
| 0.263 | 38.2720 | 12400 | 0.3284 | 18946400 |
|
| 116 |
+
| 0.2913 | 38.8903 | 12600 | 0.3276 | 19254240 |
|
| 117 |
+
| 0.273 | 39.5070 | 12800 | 0.3253 | 19558592 |
|
| 118 |
+
| 0.2321 | 40.1236 | 13000 | 0.3258 | 19861168 |
|
| 119 |
+
| 0.2927 | 40.7419 | 13200 | 0.3250 | 20169712 |
|
| 120 |
+
| 0.2533 | 41.3586 | 13400 | 0.3245 | 20475008 |
|
| 121 |
+
| 0.2798 | 41.9768 | 13600 | 0.3234 | 20782016 |
|
| 122 |
+
| 0.2724 | 42.5935 | 13800 | 0.3227 | 21085440 |
|
| 123 |
+
| 0.2989 | 43.2102 | 14000 | 0.3217 | 21391616 |
|
| 124 |
+
| 0.2997 | 43.8284 | 14200 | 0.3211 | 21696768 |
|
| 125 |
+
| 0.2512 | 44.4451 | 14400 | 0.3206 | 22001488 |
|
| 126 |
+
| 0.2577 | 45.0618 | 14600 | 0.3228 | 22307216 |
|
| 127 |
+
| 0.256 | 45.6801 | 14800 | 0.3205 | 22612016 |
|
| 128 |
+
| 0.2296 | 46.2968 | 15000 | 0.3194 | 22917744 |
|
| 129 |
+
| 0.2335 | 46.9150 | 15200 | 0.3181 | 23224720 |
|
| 130 |
+
| 0.2468 | 47.5317 | 15400 | 0.3173 | 23531040 |
|
| 131 |
+
| 0.2409 | 48.1484 | 15600 | 0.3178 | 23836048 |
|
| 132 |
+
| 0.2948 | 48.7666 | 15800 | 0.3170 | 24140240 |
|
| 133 |
+
| 0.29 | 49.3833 | 16000 | 0.3168 | 24445104 |
|
| 134 |
+
| 0.2291 | 50.0 | 16200 | 0.3159 | 24750256 |
|
| 135 |
+
| 0.2685 | 50.6182 | 16400 | 0.3161 | 25055056 |
|
| 136 |
+
| 0.2823 | 51.2349 | 16600 | 0.3141 | 25360976 |
|
| 137 |
+
| 0.2348 | 51.8532 | 16800 | 0.3148 | 25669136 |
|
| 138 |
+
| 0.2632 | 52.4699 | 17000 | 0.3150 | 25972400 |
|
| 139 |
+
| 0.2542 | 53.0866 | 17200 | 0.3144 | 26280272 |
|
| 140 |
+
| 0.2637 | 53.7048 | 17400 | 0.3134 | 26583184 |
|
| 141 |
+
| 0.2026 | 54.3215 | 17600 | 0.3146 | 26891152 |
|
| 142 |
+
| 0.2113 | 54.9397 | 17800 | 0.3138 | 27197008 |
|
| 143 |
+
| 0.3108 | 55.5564 | 18000 | 0.3130 | 27500160 |
|
| 144 |
+
| 0.2994 | 56.1731 | 18200 | 0.3103 | 27805616 |
|
| 145 |
+
| 0.317 | 56.7913 | 18400 | 0.3123 | 28112336 |
|
| 146 |
+
| 0.2248 | 57.4080 | 18600 | 0.3116 | 28419888 |
|
| 147 |
+
| 0.2551 | 58.0247 | 18800 | 0.3115 | 28724096 |
|
| 148 |
+
| 0.2405 | 58.6430 | 19000 | 0.3120 | 29031328 |
|
| 149 |
+
| 0.2108 | 59.2597 | 19200 | 0.3110 | 29336560 |
|
| 150 |
+
| 0.2993 | 59.8779 | 19400 | 0.3109 | 29642224 |
|
| 151 |
+
| 0.2417 | 60.4946 | 19600 | 0.3098 | 29947456 |
|
| 152 |
+
| 0.3663 | 61.1113 | 19800 | 0.3119 | 30252288 |
|
| 153 |
+
| 0.2843 | 61.7295 | 20000 | 0.3084 | 30557408 |
|
| 154 |
+
| 0.2279 | 62.3462 | 20200 | 0.3108 | 30862656 |
|
| 155 |
+
| 0.2419 | 62.9645 | 20400 | 0.3091 | 31169472 |
|
| 156 |
+
| 0.2191 | 63.5811 | 20600 | 0.3100 | 31474928 |
|
| 157 |
+
| 0.2659 | 64.1978 | 20800 | 0.3088 | 31778496 |
|
| 158 |
+
| 0.237 | 64.8161 | 21000 | 0.3085 | 32086304 |
|
| 159 |
+
| 0.3355 | 65.4328 | 21200 | 0.3081 | 32389328 |
|
| 160 |
+
| 0.3007 | 66.0495 | 21400 | 0.3080 | 32696656 |
|
| 161 |
+
| 0.2563 | 66.6677 | 21600 | 0.3079 | 33001008 |
|
| 162 |
+
| 0.233 | 67.2844 | 21800 | 0.3067 | 33306288 |
|
| 163 |
+
| 0.3712 | 67.9026 | 22000 | 0.3072 | 33612592 |
|
| 164 |
+
| 0.24 | 68.5193 | 22200 | 0.3070 | 33914992 |
|
| 165 |
+
| 0.3087 | 69.1360 | 22400 | 0.3068 | 34219808 |
|
| 166 |
+
| 0.2091 | 69.7543 | 22600 | 0.3067 | 34525536 |
|
| 167 |
+
| 0.2151 | 70.3709 | 22800 | 0.3072 | 34829856 |
|
| 168 |
+
| 0.2072 | 70.9892 | 23000 | 0.3063 | 35134560 |
|
| 169 |
+
| 0.2173 | 71.6059 | 23200 | 0.3068 | 35439168 |
|
| 170 |
+
| 0.3593 | 72.2226 | 23400 | 0.3070 | 35744608 |
|
| 171 |
+
| 0.2151 | 72.8408 | 23600 | 0.3069 | 36050688 |
|
| 172 |
+
| 0.2393 | 73.4575 | 23800 | 0.3055 | 36353808 |
|
| 173 |
+
| 0.2728 | 74.0742 | 24000 | 0.3064 | 36660560 |
|
| 174 |
+
| 0.2662 | 74.6924 | 24200 | 0.3075 | 36968464 |
|
| 175 |
+
| 0.2926 | 75.3091 | 24400 | 0.3049 | 37273264 |
|
| 176 |
+
| 0.2 | 75.9274 | 24600 | 0.3047 | 37578896 |
|
| 177 |
+
| 0.2329 | 76.5440 | 24800 | 0.3066 | 37882832 |
|
| 178 |
+
| 0.2172 | 77.1607 | 25000 | 0.3037 | 38187312 |
|
| 179 |
+
| 0.2493 | 77.7790 | 25200 | 0.3038 | 38492720 |
|
| 180 |
+
| 0.332 | 78.3957 | 25400 | 0.3039 | 38796864 |
|
| 181 |
+
| 0.2746 | 79.0124 | 25600 | 0.3050 | 39103824 |
|
| 182 |
+
| 0.2415 | 79.6306 | 25800 | 0.3037 | 39410448 |
|
| 183 |
+
| 0.3165 | 80.2473 | 26000 | 0.3044 | 39715280 |
|
| 184 |
+
| 0.2209 | 80.8655 | 26200 | 0.3050 | 40021520 |
|
| 185 |
+
| 0.2747 | 81.4822 | 26400 | 0.3036 | 40325376 |
|
| 186 |
+
| 0.267 | 82.0989 | 26600 | 0.3046 | 40631296 |
|
| 187 |
+
| 0.2835 | 82.7172 | 26800 | 0.3045 | 40937312 |
|
| 188 |
+
| 0.2254 | 83.3338 | 27000 | 0.3038 | 41240464 |
|
| 189 |
+
| 0.2325 | 83.9521 | 27200 | 0.3017 | 41550128 |
|
| 190 |
+
| 0.2357 | 84.5688 | 27400 | 0.3032 | 41855152 |
|
| 191 |
+
| 0.2491 | 85.1855 | 27600 | 0.3025 | 42158912 |
|
| 192 |
+
| 0.2423 | 85.8037 | 27800 | 0.3035 | 42461856 |
|
| 193 |
+
| 0.2651 | 86.4204 | 28000 | 0.3035 | 42769760 |
|
| 194 |
+
| 0.2752 | 87.0371 | 28200 | 0.3036 | 43074800 |
|
| 195 |
+
| 0.25 | 87.6553 | 28400 | 0.3036 | 43378640 |
|
| 196 |
+
| 0.2937 | 88.2720 | 28600 | 0.3020 | 43683840 |
|
| 197 |
+
| 0.2567 | 88.8903 | 28800 | 0.3020 | 43988256 |
|
| 198 |
+
| 0.2193 | 89.5070 | 29000 | 0.3031 | 44294256 |
|
| 199 |
+
| 0.216 | 90.1236 | 29200 | 0.3020 | 44598464 |
|
| 200 |
+
| 0.2053 | 90.7419 | 29400 | 0.3032 | 44904928 |
|
| 201 |
+
| 0.1961 | 91.3586 | 29600 | 0.3039 | 45208784 |
|
| 202 |
+
| 0.2677 | 91.9768 | 29800 | 0.3022 | 45516336 |
|
| 203 |
+
| 0.2594 | 92.5935 | 30000 | 0.3024 | 45820432 |
|
| 204 |
+
| 0.2166 | 93.2102 | 30200 | 0.3032 | 46127408 |
|
| 205 |
+
| 0.2801 | 93.8284 | 30400 | 0.3027 | 46431888 |
|
| 206 |
+
| 0.2391 | 94.4451 | 30600 | 0.3027 | 46736368 |
|
| 207 |
+
| 0.2193 | 95.0618 | 30800 | 0.3018 | 47043472 |
|
| 208 |
+
| 0.2231 | 95.6801 | 31000 | 0.3024 | 47348976 |
|
| 209 |
+
| 0.271 | 96.2968 | 31200 | 0.3021 | 47652864 |
|
| 210 |
+
| 0.2043 | 96.9150 | 31400 | 0.3029 | 47959872 |
|
| 211 |
+
| 0.2605 | 97.5317 | 31600 | 0.3008 | 48265392 |
|
| 212 |
+
| 0.2414 | 98.1484 | 31800 | 0.3015 | 48569984 |
|
| 213 |
+
| 0.2337 | 98.7666 | 32000 | 0.3013 | 48874016 |
|
| 214 |
+
| 0.2581 | 99.3833 | 32200 | 0.3023 | 49181056 |
|
| 215 |
+
| 0.2602 | 100.0 | 32400 | 0.3036 | 49485120 |
|
| 216 |
+
| 0.2153 | 100.6182 | 32600 | 0.3017 | 49790304 |
|
| 217 |
+
| 0.2732 | 101.2349 | 32800 | 0.3024 | 50097008 |
|
| 218 |
+
| 0.2764 | 101.8532 | 33000 | 0.3016 | 50403088 |
|
| 219 |
+
| 0.2199 | 102.4699 | 33200 | 0.3029 | 50707088 |
|
| 220 |
+
| 0.2872 | 103.0866 | 33400 | 0.3009 | 51010144 |
|
| 221 |
+
| 0.2565 | 103.7048 | 33600 | 0.3013 | 51318976 |
|
| 222 |
+
| 0.2709 | 104.3215 | 33800 | 0.3021 | 51623136 |
|
| 223 |
+
| 0.2471 | 104.9397 | 34000 | 0.3022 | 51930240 |
|
| 224 |
+
| 0.2691 | 105.5564 | 34200 | 0.3021 | 52233888 |
|
| 225 |
+
| 0.2033 | 106.1731 | 34400 | 0.3004 | 52541008 |
|
| 226 |
+
| 0.243 | 106.7913 | 34600 | 0.3016 | 52845904 |
|
| 227 |
+
| 0.1853 | 107.4080 | 34800 | 0.3026 | 53150720 |
|
| 228 |
+
| 0.2903 | 108.0247 | 35000 | 0.3013 | 53456816 |
|
| 229 |
+
| 0.2021 | 108.6430 | 35200 | 0.3010 | 53760816 |
|
| 230 |
+
| 0.2481 | 109.2597 | 35400 | 0.3016 | 54066160 |
|
| 231 |
+
| 0.2505 | 109.8779 | 35600 | 0.3018 | 54371888 |
|
| 232 |
+
| 0.225 | 110.4946 | 35800 | 0.3015 | 54676672 |
|
| 233 |
+
| 0.2609 | 111.1113 | 36000 | 0.3015 | 54983008 |
|
| 234 |
+
| 0.2401 | 111.7295 | 36200 | 0.3015 | 55289472 |
|
| 235 |
+
| 0.2103 | 112.3462 | 36400 | 0.3021 | 55591632 |
|
| 236 |
+
| 0.2725 | 112.9645 | 36600 | 0.3016 | 55898640 |
|
| 237 |
+
| 0.257 | 113.5811 | 36800 | 0.3025 | 56202288 |
|
| 238 |
+
| 0.2189 | 114.1978 | 37000 | 0.3018 | 56510384 |
|
| 239 |
+
| 0.2521 | 114.8161 | 37200 | 0.3011 | 56816880 |
|
| 240 |
+
| 0.2003 | 115.4328 | 37400 | 0.3017 | 57119232 |
|
| 241 |
+
| 0.2821 | 116.0495 | 37600 | 0.3021 | 57424224 |
|
| 242 |
+
| 0.2208 | 116.6677 | 37800 | 0.3016 | 57729856 |
|
| 243 |
+
| 0.215 | 117.2844 | 38000 | 0.3015 | 58034352 |
|
| 244 |
+
| 0.2325 | 117.9026 | 38200 | 0.3020 | 58342576 |
|
| 245 |
+
| 0.2558 | 118.5193 | 38400 | 0.3031 | 58648384 |
|
| 246 |
+
| 0.2495 | 119.1360 | 38600 | 0.3023 | 58953568 |
|
| 247 |
+
| 0.2401 | 119.7543 | 38800 | 0.3019 | 59257088 |
|
| 248 |
+
| 0.2171 | 120.3709 | 39000 | 0.3018 | 59562208 |
|
| 249 |
+
| 0.2523 | 120.9892 | 39200 | 0.3015 | 59867712 |
|
| 250 |
+
| 0.3036 | 121.6059 | 39400 | 0.3016 | 60173616 |
|
| 251 |
+
| 0.2435 | 122.2226 | 39600 | 0.3023 | 60476592 |
|
| 252 |
+
| 0.2313 | 122.8408 | 39800 | 0.3018 | 60782960 |
|
| 253 |
+
| 0.2238 | 123.4575 | 40000 | 0.3018 | 61089232 |
|
| 254 |
+
|
| 255 |
+
|
| 256 |
+
### Framework versions
|
| 257 |
+
|
| 258 |
+
- PEFT 0.15.1
|
| 259 |
+
- Transformers 4.51.3
|
| 260 |
+
- Pytorch 2.6.0+cu124
|
| 261 |
+
- Datasets 3.5.0
|
| 262 |
+
- Tokenizers 0.21.1
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498936
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a643f5613e5d985356448d432ecfaa3cca6297fd86fb8d3ab7ca5a76f9f202d5
|
| 3 |
size 498936
|