End of training

README.md

@@ -0,0 +1,88 @@
+---
+license: apache-2.0
+base_model: Karzan/gpt2-walamakan
+tags:
+- generated_from_trainer
+model-index:
+- name: gpt2-walamakan-2
+  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. -->
+
+# gpt2-walamakan-2
+
+This model is a fine-tuned version of [Karzan/gpt2-walamakan](https://huggingface.co/Karzan/gpt2-walamakan) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 6.4828
+
+## 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: 3e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 30
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.1881        | 1.0   | 94   | 6.0972          |
+| 1.2034        | 2.0   | 188  | 6.0652          |
+| 1.1824        | 3.0   | 282  | 6.0496          |
+| 1.1121        | 4.0   | 376  | 6.0788          |
+| 1.0076        | 5.0   | 470  | 6.1131          |
+| 0.9701        | 6.0   | 564  | 6.1266          |
+| 0.9139        | 7.0   | 658  | 6.1638          |
+| 0.853         | 8.0   | 752  | 6.1843          |
+| 0.8127        | 9.0   | 846  | 6.2386          |
+| 0.7804        | 10.0  | 940  | 6.2518          |
+| 0.7446        | 11.0  | 1034 | 6.2697          |
+| 0.6978        | 12.0  | 1128 | 6.2918          |
+| 0.6735        | 13.0  | 1222 | 6.3343          |
+| 0.6361        | 14.0  | 1316 | 6.3382          |
+| 0.613         | 15.0  | 1410 | 6.3714          |
+| 0.5922        | 16.0  | 1504 | 6.3673          |
+| 0.5547        | 17.0  | 1598 | 6.3919          |
+| 0.5458        | 18.0  | 1692 | 6.3803          |
+| 0.5256        | 19.0  | 1786 | 6.4164          |
+| 0.5317        | 20.0  | 1880 | 6.4344          |
+| 0.4977        | 21.0  | 1974 | 6.4412          |
+| 0.4871        | 22.0  | 2068 | 6.4548          |
+| 0.4763        | 23.0  | 2162 | 6.4629          |
+| 0.4673        | 24.0  | 2256 | 6.4557          |
+| 0.4664        | 25.0  | 2350 | 6.4701          |
+| 0.4452        | 26.0  | 2444 | 6.4636          |
+| 0.4361        | 27.0  | 2538 | 6.4771          |
+| 0.428         | 28.0  | 2632 | 6.4834          |
+| 0.4253        | 29.0  | 2726 | 6.4825          |
+| 0.4287        | 30.0  | 2820 | 6.4828          |
+
+
+### Framework versions
+
+- Transformers 4.32.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.4
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "Karzan/gpt2-walamakan",
+  "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-06,
+  "model_type": "gpt2",
+  "n_embd": 768,
+  "n_head": 8,
+  "n_inner": null,
+  "n_layer": 10,
+  "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": "tanh",
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.32.0",
+  "use_cache": true,
+  "vocab_size": 184789
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.32.0"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:093981cc77cc90a315b8475f0555f9e78802f334d1e6e04ed6e8a76612f3fa39
+size 854378685

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f49e5cda68555b21fa025a8c78120db88623fcf293cb3d669e4e5093398c7db
+size 4027