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README.md

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+---
+license: apache-2.0
+base_model: nferruz/ProtGPT2
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: model_output_2
+  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_output_2
+
+This model is a fine-tuned version of [nferruz/ProtGPT2](https://huggingface.co/nferruz/ProtGPT2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 11.1877
+- Accuracy: 0.4684
+
+## 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: 0.001
+- 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
+- num_epochs: 200.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.41.0.dev0
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

added_tokens.json

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+}

all_results.json

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+{
+    "epoch": 200.0,
+    "eval_accuracy": 0.46840319705594846,
+    "eval_loss": 11.187707901000977,
+    "eval_runtime": 4.4849,
+    "eval_samples": 34,
+    "eval_samples_per_second": 7.581,
+    "eval_steps_per_second": 1.115,
+    "perplexity": 72237.01748219648,
+    "total_flos": 1.1838393679872e+17,
+    "train_loss": 0.6357850695752045,
+    "train_runtime": 11166.7529,
+    "train_samples": 136,
+    "train_samples_per_second": 2.436,
+    "train_steps_per_second": 0.609
+}

config.json

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+{
+  "_name_or_path": "nferruz/ProtGPT2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 0,
+  "embd_pdrop": 0.1,
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+  "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,
+  "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": "4.41.0.dev0",
+  "use_cache": true,
+  "vocab_size": 50264
+}

eval_results.json

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+    "eval_accuracy": 0.46840319705594846,
+    "eval_loss": 11.187707901000977,
+    "eval_runtime": 4.4849,
+    "eval_samples": 34,
+    "eval_samples_per_second": 7.581,
+    "eval_steps_per_second": 1.115,
+    "perplexity": 72237.01748219648
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.41.0.dev0"
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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train_results.json

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trainer_state.json

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