End of training

README.md

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+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: polynomial_1500_5e-4
+  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. -->
+
+# polynomial_1500_5e-4
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.0244
+
+## 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: 0.0005
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- gradient_accumulation_steps: 10
+- total_train_batch_size: 320
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: polynomial
+- lr_scheduler_warmup_steps: 250
+- training_steps: 1500
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 9.2753        | 0.2175 | 50   | 7.6380          |
+| 6.8812        | 0.4350 | 100  | 6.3560          |
+| 6.0809        | 0.6525 | 150  | 5.7615          |
+| 5.5903        | 0.8699 | 200  | 5.3682          |
+| 5.2166        | 1.0874 | 250  | 5.0450          |
+| 4.8887        | 1.3049 | 300  | 4.7443          |
+| 4.6064        | 1.5224 | 350  | 4.4729          |
+| 4.3711        | 1.7399 | 400  | 4.2030          |
+| 4.1277        | 1.9574 | 450  | 3.9282          |
+| 3.8099        | 2.1749 | 500  | 3.7320          |
+| 3.6679        | 2.3923 | 550  | 3.6049          |
+| 3.5513        | 2.6098 | 600  | 3.5031          |
+| 3.4651        | 2.8273 | 650  | 3.4318          |
+| 3.3797        | 3.0448 | 700  | 3.3644          |
+| 3.2388        | 3.2623 | 750  | 3.3170          |
+| 3.2017        | 3.4798 | 800  | 3.2766          |
+| 3.173         | 3.6973 | 850  | 3.2426          |
+| 3.143         | 3.9147 | 900  | 3.2054          |
+| 3.0392        | 4.1322 | 950  | 3.1778          |
+| 2.9809        | 4.3497 | 1000 | 3.1538          |
+| 2.9564        | 4.5672 | 1050 | 3.1319          |
+| 2.9576        | 4.7847 | 1100 | 3.1091          |
+| 2.9375        | 5.0022 | 1150 | 3.0897          |
+| 2.8071        | 5.2197 | 1200 | 3.0776          |
+| 2.8145        | 5.4371 | 1250 | 3.0631          |
+| 2.8042        | 5.6546 | 1300 | 3.0522          |
+| 2.7851        | 5.8721 | 1350 | 3.0401          |
+| 2.7462        | 6.0896 | 1400 | 3.0345          |
+| 2.6936        | 6.3071 | 1450 | 3.0285          |
+| 2.6984        | 6.5246 | 1500 | 3.0244          |
+
+
+### Framework versions
+
+- Transformers 4.40.1
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "gpt2",
+  "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": 128,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "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": "4.40.1",
+  "use_cache": true,
+  "vocab_size": 50000
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.40.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1970a8de63f79ae39c87486c797a47c1e776f07238255e38e256a237330658de
+size 496984704

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "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 sha256:95c9d504cb3acbf1123e1617539845f1164cb7de769a40757d244b0cfae66db0
+size 4984