End of training

README.md

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+---
+language:
+- en
+license: mit
+base_model: gpt2
+tags:
+- pytorch
+- GPT2ForSequenceClassification
+- generated_from_trainer
+metrics:
+- accuracy
+- matthews_correlation
+model-index:
+- name: GPT2-genre-detection
+  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. -->
+
+# GPT2-genre-detection
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the datadrivenscience/movie-genre-prediction dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5267
+- Accuracy: 0.4593
+- Matthews Correlation: 0.1010
+
+## 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: 32
+- seed: 85855289
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.05
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy | Matthews Correlation |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|:--------------------:|
+| 1.5765        | 1.0   | 10125 | 1.5562          | 0.4589   | 0.0899               |
+| 1.5058        | 2.0   | 20250 | 1.5267          | 0.4593   | 0.1010               |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.0
+- Tokenizers 0.15.0

config.json

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+{
+  "_name_or_path": "gpt2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2ForSequenceClassification"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "id2label": {
+    "0": "horror",
+    "1": "adventure",
+    "2": "action",
+    "3": "crime",
+    "4": "mystery",
+    "5": "family",
+    "6": "scifi",
+    "7": "thriller",
+    "8": "fantasy",
+    "9": "romance"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "action": 2,
+    "adventure": 1,
+    "crime": 3,
+    "family": 5,
+    "fantasy": 8,
+    "horror": 0,
+    "mystery": 4,
+    "romance": 9,
+    "scifi": 6,
+    "thriller": 7
+  },
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "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": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 50257
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bfa645ef4b477106c3dd7f75e63c47ae1b7da421362066514e341216d613c854
+size 497805008

runs/Dec23_06-55-57_0664e86b35ce/events.out.tfevents.1703314564.0664e86b35ce.711.0

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+size 38036

special_tokens_map.json

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

tokenizer_config.json

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+{
+  "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:cc265261665e43c5feef7948f5ad264fe7eb2c302241a9b1ab59f0b3c6e04c65
+size 4728