End of training

README.md

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+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: lig_model_1
+  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. -->
+
+# lig_model_1
+
+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: 6.0053
+
+## 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: 8
+- total_train_batch_size: 256
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 10
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 8.5938        | 0.4129 | 8    | 8.2422          |
+| 7.2707        | 0.8258 | 16   | 7.1569          |
+| 7.0574        | 1.2387 | 24   | 7.0463          |
+| 6.8825        | 1.6516 | 32   | 6.8864          |
+| 6.7839        | 2.0645 | 40   | 6.7678          |
+| 6.631         | 2.4774 | 48   | 6.6710          |
+| 6.5484        | 2.8903 | 56   | 6.5532          |
+| 6.3611        | 3.3032 | 64   | 6.4609          |
+| 6.3755        | 3.7161 | 72   | 6.4121          |
+| 6.2088        | 4.1290 | 80   | 6.3268          |
+| 6.1636        | 4.5419 | 88   | 6.2846          |
+| 6.1312        | 4.9548 | 96   | 6.2282          |
+| 6.0123        | 5.3677 | 104  | 6.1946          |
+| 6.0009        | 5.7806 | 112  | 6.1529          |
+| 5.8959        | 6.1935 | 120  | 6.1212          |
+| 5.8683        | 6.6065 | 128  | 6.0844          |
+| 5.8714        | 7.0194 | 136  | 6.0617          |
+| 5.7793        | 7.4323 | 144  | 6.0414          |
+| 5.7765        | 7.8452 | 152  | 6.0233          |
+| 5.7313        | 8.2581 | 160  | 6.0146          |
+| 5.7357        | 8.6710 | 168  | 6.0096          |
+| 5.7303        | 9.0839 | 176  | 6.0060          |
+| 5.724         | 9.4968 | 184  | 6.0053          |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- 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": "4.40.2",
+  "use_cache": true,
+  "vocab_size": 25000
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.40.2"
+}

model.safetensors

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+size 420184704

runs/May21_05-16-50_2ecca4bbb8f6/events.out.tfevents.1716268611.2ecca4bbb8f6.2351.0

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runs/May21_05-16-50_2ecca4bbb8f6/events.out.tfevents.1716270093.2ecca4bbb8f6.2351.1

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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": {
+    "0": {
+      "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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