ft-GPT2-with-lyrics

README.md

@@ -0,0 +1,86 @@
+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: ft-GPT2-with-lyrics
+  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. -->
+
+# ft-GPT2-with-lyrics
+
+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: 1.1112
+
+## 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: 2e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|
+| 2.0058        | 1.0   | 71   | 1.5293          |
+| 1.5797        | 2.0   | 142  | 1.3814          |
+| 1.4549        | 3.0   | 213  | 1.3093          |
+| 1.3837        | 4.0   | 284  | 1.2661          |
+| 1.3354        | 5.0   | 355  | 1.2328          |
+| 1.2976        | 6.0   | 426  | 1.2142          |
+| 1.2678        | 7.0   | 497  | 1.1973          |
+| 1.2401        | 8.0   | 568  | 1.1825          |
+| 1.2168        | 9.0   | 639  | 1.1737          |
+| 1.1971        | 10.0  | 710  | 1.1604          |
+| 1.1797        | 11.0  | 781  | 1.1529          |
+| 1.1671        | 12.0  | 852  | 1.1451          |
+| 1.1517        | 13.0  | 923  | 1.1395          |
+| 1.1389        | 14.0  | 994  | 1.1357          |
+| 1.1267        | 15.0  | 1065 | 1.1325          |
+| 1.1189        | 16.0  | 1136 | 1.1278          |
+| 1.1076        | 17.0  | 1207 | 1.1246          |
+| 1.1019        | 18.0  | 1278 | 1.1201          |
+| 1.0925        | 19.0  | 1349 | 1.1201          |
+| 1.0885        | 20.0  | 1420 | 1.1159          |
+| 1.0806        | 21.0  | 1491 | 1.1165          |
+| 1.0785        | 22.0  | 1562 | 1.1178          |
+| 1.0703        | 23.0  | 1633 | 1.1171          |
+| 1.0674        | 24.0  | 1704 | 1.1130          |
+| 1.0604        | 25.0  | 1775 | 1.1132          |
+| 1.062         | 26.0  | 1846 | 1.1120          |
+| 1.0545        | 27.0  | 1917 | 1.1123          |
+| 1.0534        | 28.0  | 1988 | 1.1106          |
+| 1.0528        | 29.0  | 2059 | 1.1115          |
+| 1.0516        | 30.0  | 2130 | 1.1112          |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.2
+- Datasets 2.15.0
+- Tokenizers 0.15.1

config.json

@@ -0,0 +1,39 @@
+{
+  "_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": 1024,
+  "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": "4.35.2",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.35.2"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c36d7abf72b62ccb894268e365a9cdfcdcc862b0044f90055835a448f159df5
+size 497774208

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4615a7c312aea8fcc0703c6eca39b49dcd9ef1ae3775c60c9527057033764fdf
+size 4600