lora_fine_tuned_copa_sloberta

README.md

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+---
+license: cc-by-sa-4.0
+library_name: peft
+tags:
+- generated_from_trainer
+base_model: EMBEDDIA/sloberta
+metrics:
+- accuracy
+- f1
+model-index:
+- name: lora_fine_tuned_copa_sloberta
+  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. -->
+
+# lora_fine_tuned_copa_sloberta
+
+This model is a fine-tuned version of [EMBEDDIA/sloberta](https://huggingface.co/EMBEDDIA/sloberta) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6931
+- Accuracy: 0.55
+- F1: 0.5509
+
+## 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: 0.003
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- training_steps: 400
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.7011        | 1.0   | 50   | 0.6931          | 0.52     | 0.5188 |
+| 0.6953        | 2.0   | 100  | 0.6931          | 0.59     | 0.5895 |
+| 0.6981        | 3.0   | 150  | 0.6931          | 0.57     | 0.5704 |
+| 0.6978        | 4.0   | 200  | 0.6931          | 0.55     | 0.5495 |
+| 0.692         | 5.0   | 250  | 0.6931          | 0.54     | 0.5411 |
+| 0.7014        | 6.0   | 300  | 0.6931          | 0.48     | 0.48   |
+| 0.6928        | 7.0   | 350  | 0.6931          | 0.5      | 0.5012 |
+| 0.6953        | 8.0   | 400  | 0.6931          | 0.55     | 0.5509 |
+
+
+### Framework versions
+
+- PEFT 0.11.1
+- Transformers 4.41.0
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "EMBEDDIA/sloberta",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [
+    "classifier",
+    "score"
+  ],
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "query",
+    "value"
+  ],
+  "task_type": "SEQ_CLS",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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runs/May23_19-46-36_828be3965390/events.out.tfevents.1716493598.828be3965390.1708.0

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sentencepiece.bpe.model

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special_tokens_map.json

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+}

tokenizer_config.json

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+}

training_args.bin

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