End of training

README.md

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+---
+license: mit
+library_name: peft
+tags:
+- generated_from_trainer
+base_model: roberta-base
+model-index:
+- name: roberta-base_PrefixTuning_lr5e-05_bs4_epoch20_wd0.01
+  results: []
+---
+
+<!-- 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. -->
+
+# roberta-base_PrefixTuning_lr5e-05_bs4_epoch20_wd0.01
+
+This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 12.6881
+
+## 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: 4
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 20
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 14.7568       | 1.0   | 157  | 19.9910         |
+| 14.9401       | 2.0   | 314  | 19.8291         |
+| 14.5551       | 3.0   | 471  | 19.5360         |
+| 13.9306       | 4.0   | 628  | 19.1402         |
+| 13.6695       | 5.0   | 785  | 18.7142         |
+| 12.72         | 6.0   | 942  | 18.2825         |
+| 12.6322       | 7.0   | 1099 | 17.8199         |
+| 12.1737       | 8.0   | 1256 | 17.3499         |
+| 11.4479       | 9.0   | 1413 | 16.8142         |
+| 11.2047       | 10.0  | 1570 | 16.1748         |
+| 10.7972       | 11.0  | 1727 | 15.5397         |
+| 10.6315       | 12.0  | 1884 | 14.9003         |
+| 10.2387       | 13.0  | 2041 | 14.3848         |
+| 10.1494       | 14.0  | 2198 | 13.9648         |
+| 9.7627        | 15.0  | 2355 | 13.5876         |
+| 9.978         | 16.0  | 2512 | 13.2531         |
+| 9.6341        | 17.0  | 2669 | 13.0017         |
+| 9.3938        | 18.0  | 2826 | 12.8325         |
+| 9.5029        | 19.0  | 2983 | 12.7239         |
+| 9.4324        | 20.0  | 3140 | 12.6881         |
+
+
+### Framework versions
+
+- PEFT 0.7.1
+- Transformers 4.36.2
+- Pytorch 2.0.1
+- Datasets 2.16.1
+- Tokenizers 0.15.0

adapter_config.json

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+{
+  "auto_mapping": null,
+  "base_model_name_or_path": "roberta-base",
+  "encoder_hidden_size": 768,
+  "inference_mode": true,
+  "num_attention_heads": 12,
+  "num_layers": 12,
+  "num_transformer_submodules": 1,
+  "num_virtual_tokens": 10,
+  "peft_type": "PREFIX_TUNING",
+  "prefix_projection": false,
+  "revision": null,
+  "task_type": "CAUSAL_LM",
+  "token_dim": 768
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5e7082c34823e0ffdc84a1114d2b914f2f99cc9ccdc05987783f87f0696802ff
+size 737408

special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a6a65694f5fd25e6aca5541c3a9863dce76a6efc72404f9cd2f2ff9a42a93723
+size 4219