Add checkpoint

README.md

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+---
+library_name: transformers
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: NL_5000_41
+  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. -->
+
+# NL_5000_41
+
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.6097
+- Accuracy: 0.3351
+
+## 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: 0.0006
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 41
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 10.0
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 1.2778        | 1.0   | 1010  | 4.9919          | 0.1780   |
+| 1.1301        | 2.0   | 2020  | 4.6439          | 0.2026   |
+| 1.0468        | 3.0   | 3030  | 4.3298          | 0.2399   |
+| 0.9842        | 4.0   | 4040  | 4.1154          | 0.2686   |
+| 0.9369        | 5.0   | 5050  | 3.9441          | 0.2893   |
+| 0.9021        | 6.0   | 6060  | 3.8409          | 0.3040   |
+| 0.8748        | 7.0   | 7070  | 3.7551          | 0.3148   |
+| 0.851         | 8.0   | 8080  | 3.6847          | 0.3239   |
+| 0.8329        | 9.0   | 9090  | 3.6329          | 0.3309   |
+| 0.8156        | 10.0  | 10100 | 3.6097          | 0.3351   |
+
+
+### Framework versions
+
+- Transformers 4.51.3
+- Pytorch 2.5.1+cu121
+- Datasets 3.6.0
+- Tokenizers 0.21.1

all_results.json

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+{
+    "epoch": 10.0,
+    "eval_accuracy": 0.3351108936725375,
+    "eval_loss": 3.6097142696380615,
+    "eval_runtime": 5.7247,
+    "eval_samples": 240,
+    "eval_samples_per_second": 41.924,
+    "eval_steps_per_second": 1.397,
+    "perplexity": 36.95549200001686,
+    "total_flos": 8.444174598144e+16,
+    "train_loss": 0.9637339843145691,
+    "train_runtime": 10989.9202,
+    "train_samples": 32317,
+    "train_samples_per_second": 29.406,
+    "train_steps_per_second": 0.919
+}

config.json

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+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 1,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 2,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 512,
+  "pad_token_id": 0,
+  "prefix": "<|endoftext|>",
+  "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": "4.51.3",
+  "use_cache": true,
+  "vocab_size": 5000
+}

eval_results.json

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+{
+    "epoch": 10.0,
+    "eval_accuracy": 0.3351108936725375,
+    "eval_loss": 3.6097142696380615,
+    "eval_runtime": 5.7247,
+    "eval_samples": 240,
+    "eval_samples_per_second": 41.924,
+    "eval_steps_per_second": 1.397,
+    "perplexity": 36.95549200001686
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.51.3"
+}

merges.txt

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