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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: output
+  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. -->
+
+# output
+
+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: 17.4453
+- Accuracy: 0.0333
+
+## 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: 1e-06
+- 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: 3.0
+
+### 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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+{
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+  "NEGATIVE": 50260,
+  "POSITIVE": 50259,
+  "SEQUENCE": 50257
+}

all_results.json

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+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.033327800217635886,
+    "eval_loss": 17.445270538330078,
+    "eval_runtime": 64.8009,
+    "eval_samples": 53,
+    "eval_samples_per_second": 0.818,
+    "eval_steps_per_second": 0.108,
+    "perplexity": 37703765.88695272,
+    "total_flos": 2755037940940800.0,
+    "train_loss": 18.205491054205247,
+    "train_runtime": 2686.1496,
+    "train_samples": 211,
+    "train_samples_per_second": 0.236,
+    "train_steps_per_second": 0.03
+}

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,
+  "eos_token_id": 0,
+  "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": 50261
+}

eval_results.json

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+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.033327800217635886,
+    "eval_loss": 17.445270538330078,
+    "eval_runtime": 64.8009,
+    "eval_samples": 53,
+    "eval_samples_per_second": 0.818,
+    "eval_steps_per_second": 0.108,
+    "perplexity": 37703765.88695272
+}

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"
+}

model.safetensors

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+size 3096186408

special_tokens_map.json

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+    "normalized": true,
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+    "single_word": false
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+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
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+    "POSITIVE",
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+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1000000000000000019884624838656,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

train_results.json

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+{
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+    "total_flos": 2755037940940800.0,
+    "train_loss": 18.205491054205247,
+    "train_runtime": 2686.1496,
+    "train_samples": 211,
+    "train_samples_per_second": 0.236,
+    "train_steps_per_second": 0.03
+}

trainer_state.json

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+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

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