End of training

README.md

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+---
+license: mit
+base_model: BogdanTurbal/model_gpt2_large_d_gender_bias_ep_1_sqn_a_p_100_v_9
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: model_gpt2_large_d_gender_bias_hate_bias_ep_1_a_sqn_a_b_p_100_3_v_9
+  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. -->
+
+# model_gpt2_large_d_gender_bias_hate_bias_ep_1_a_sqn_a_b_p_100_3_v_9
+
+This model is a fine-tuned version of [BogdanTurbal/model_gpt2_large_d_gender_bias_ep_1_sqn_a_p_100_v_9](https://huggingface.co/BogdanTurbal/model_gpt2_large_d_gender_bias_ep_1_sqn_a_p_100_v_9) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7395
+- Balanced Accuracy: 0.8199
+- Accuracy: 0.8199
+- F1 Micro: 0.8199
+- F1 Macro: 0.8199
+- Precision Micro: 0.8199
+- Precision Macro: 0.8199
+- Recall Micro: 0.8199
+- Recall Macro: 0.8199
+- Auc: 0.9052
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Balanced Accuracy | Accuracy | F1 Micro | F1 Macro | Precision Micro | Precision Macro | Recall Micro | Recall Macro | Auc    |
+|:-------------:|:-----:|:----:|:---------------:|:-----------------:|:--------:|:--------:|:--------:|:---------------:|:---------------:|:------------:|:------------:|:------:|
+| 0.7497        | 1.0   | 46   | 0.4263          | 0.8092            | 0.8092   | 0.8092   | 0.8090   | 0.8092          | 0.8104          | 0.8092       | 0.8092       | 0.8927 |
+| 0.1717        | 2.0   | 92   | 0.5743          | 0.8174            | 0.8174   | 0.8174   | 0.8174   | 0.8174          | 0.8179          | 0.8174       | 0.8174       | 0.9053 |
+| 0.0239        | 3.0   | 138  | 0.7343          | 0.8191            | 0.8191   | 0.8191   | 0.8190   | 0.8191          | 0.8199          | 0.8191       | 0.8191       | 0.9054 |
+| 0.0011        | 4.0   | 184  | 0.7395          | 0.8199            | 0.8199   | 0.8199   | 0.8199   | 0.8199          | 0.8199          | 0.8199       | 0.8199       | 0.9052 |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "BogdanTurbal/model_gpt2_large_d_gender_bias_ep_1_sqn_a_p_100_v_9",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2ForSequenceClassification"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 1280,
+  "n_head": 20,
+  "n_inner": null,
+  "n_layer": 36,
+  "n_positions": 1024,
+  "pad_token_id": 50256,
+  "problem_type": "single_label_classification",
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.42.4",
+  "use_cache": true,
+  "vocab_size": 50257
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
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+size 3096176248

special_tokens_map.json

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+{
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "pad_token": "<|endoftext|>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

@@ -0,0 +1,20 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1024,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c00c7e889c07a14fef9dcbc06452dc7466a6d71846832269936d02baec58197e
+size 5240