Model save

README.md

@@ -13,12 +13,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- eval_loss: 4.2234
-- eval_runtime: 3.292
-- eval_samples_per_second: 1530.994
-- eval_steps_per_second: 47.995
-- epoch: 9.07
-- step: 70000
+- Loss: 4.0662
 
 ## Model description
 
@@ -37,17 +32,37 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 32
-- eval_batch_size: 32
+- learning_rate: 0.0005
+- train_batch_size: 16
+- eval_batch_size: 16
 - seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 128
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 10
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 7.825         | 1.0   | 411  | 5.9952          |
+| 5.5992        | 2.0   | 822  | 4.6529          |
+| 4.6435        | 3.0   | 1233 | 4.3127          |
+| 4.1195        | 4.0   | 1645 | 4.1649          |
+| 3.9117        | 5.0   | 2056 | 4.0878          |
+| 3.7508        | 6.0   | 2467 | 4.0662          |
+| 3.5867        | 7.0   | 2878 | 4.1062          |
+| 3.1731        | 8.0   | 3290 | 4.2059          |
+| 2.8522        | 9.0   | 3701 | 4.3372          |
+| 2.6968        | 9.99  | 4110 | 4.3987          |
+
 
 ### Framework versions
 
 - Transformers 4.35.0
-- Pytorch 2.1.0
+- Pytorch 2.1.0+cu118
 - Datasets 2.14.6
 - Tokenizers 0.14.1

generation_config.json

@@ -2,6 +2,6 @@
   "_from_model_config": true,
   "bos_token_id": 1,
   "eos_token_id": 2,
-  "pad_token_id": 2,
+  "pad_token_id": 3,
   "transformers_version": "4.35.0"
 }

model.safetensors

@@ -1,3 +1,3 @@
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 size 429579272

runs/Nov10_08-52-09_ddf776d2631b/events.out.tfevents.1699613804.ddf776d2631b.5801.1

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b47aecce7e6a7b56c8e196628b233bf584a2bc62afd1f977155fbcfec6be93f1
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