End of training

README.md

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+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: polynomial_1450_7e-4_16b_w0.05
+  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_1450_7e-4_16b_w0.05
+
+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: 3.0237
+
+## 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: 0.0007
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 10
+- total_train_batch_size: 160
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: polynomial
+- lr_scheduler_warmup_steps: 250
+- training_steps: 1450
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 9.0635        | 0.1029 | 50   | 7.2771          |
+| 6.7176        | 0.2058 | 100  | 6.2551          |
+| 6.0127        | 0.3088 | 150  | 5.7232          |
+| 5.5517        | 0.4117 | 200  | 5.3470          |
+| 5.2297        | 0.5146 | 250  | 5.0446          |
+| 4.9361        | 0.6175 | 300  | 4.7729          |
+| 4.6976        | 0.7205 | 350  | 4.5588          |
+| 4.497         | 0.8234 | 400  | 4.3733          |
+| 4.3221        | 0.9263 | 450  | 4.1939          |
+| 4.1357        | 1.0292 | 500  | 4.0081          |
+| 3.892         | 1.1322 | 550  | 3.8139          |
+| 3.7559        | 1.2351 | 600  | 3.6703          |
+| 3.6297        | 1.3380 | 650  | 3.5671          |
+| 3.5399        | 1.4409 | 700  | 3.4772          |
+| 3.4656        | 1.5438 | 750  | 3.4074          |
+| 3.3949        | 1.6468 | 800  | 3.3532          |
+| 3.3297        | 1.7497 | 850  | 3.3031          |
+| 3.2878        | 1.8526 | 900  | 3.2604          |
+| 3.254         | 1.9555 | 950  | 3.2267          |
+| 3.1231        | 2.0585 | 1000 | 3.1899          |
+| 3.0568        | 2.1614 | 1050 | 3.1603          |
+| 3.0347        | 2.2643 | 1100 | 3.1349          |
+| 3.0197        | 2.3672 | 1150 | 3.1148          |
+| 2.9893        | 2.4702 | 1200 | 3.0940          |
+| 2.9801        | 2.5731 | 1250 | 3.0725          |
+| 2.951         | 2.6760 | 1300 | 3.0551          |
+| 2.9265        | 2.7789 | 1350 | 3.0397          |
+| 2.9438        | 2.8818 | 1400 | 3.0299          |
+| 2.9292        | 2.9848 | 1450 | 3.0237          |
+
+
+### 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": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "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": 50257
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.40.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c2b9c1f0fefc1a02b53a9a70ecefdb25bc867d9b30aed796d357fbd2c797eba2
+size 497774208

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:bc8c94d9898cc3eaccfffd1c1785945e642e1bdb270dc2091bb01f3df7bfac43
+size 4984