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_lr0.0005_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_lr0.0005_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: 3.9612
+
+## 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: 0.0005
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|
+| 16.1454       | 1.0   | 157  | 20.9147         |
+| 14.0712       | 2.0   | 314  | 19.1650         |
+| 11.1417       | 3.0   | 471  | 9.2979          |
+| 6.9892        | 4.0   | 628  | 6.3310          |
+| 6.4327        | 5.0   | 785  | 5.8392          |
+| 5.9068        | 6.0   | 942  | 5.5211          |
+| 5.7042        | 7.0   | 1099 | 5.2767          |
+| 5.399         | 8.0   | 1256 | 5.0556          |
+| 5.117         | 9.0   | 1413 | 4.8469          |
+| 5.0361        | 10.0  | 1570 | 4.6365          |
+| 4.8558        | 11.0  | 1727 | 4.4569          |
+| 4.6969        | 12.0  | 1884 | 4.3400          |
+| 4.5535        | 13.0  | 2041 | 4.2330          |
+| 4.522         | 14.0  | 2198 | 4.1549          |
+| 4.3703        | 15.0  | 2355 | 4.1031          |
+| 4.305         | 16.0  | 2512 | 4.0450          |
+| 4.3117        | 17.0  | 2669 | 4.0057          |
+| 4.2937        | 18.0  | 2826 | 3.9820          |
+| 4.2778        | 19.0  | 2983 | 3.9654          |
+| 4.2304        | 20.0  | 3140 | 3.9612          |
+
+
+### 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:cce3f9ba1d6aba7e27c0cf9d6285c62d5c9c585ffe083ff69c3ab03442686da1
+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

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+{
+  "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 sha256:7acfcf4e42a9809e61dbc14650b272276453137264820b9888644577f4d134cc
+size 4219