Upload model

README.md

@@ -0,0 +1,80 @@
+---
+license: mit
+tags:
+- generated_from_keras_callback
+model-index:
+- name: gpt_image_clef2
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# gpt_image_clef2
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 1.2611
+- Train Rouge: 0.4475
+- Validation Loss: 1.1578
+- Validation Rouge: 0.3944
+- Epoch: 25
+
+## 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:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 0.0005, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 0.0005, 'decay_steps': 2554800, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '__passive_serialization__': True}, 'warmup_steps': 1000, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.99, 'epsilon': 0.2, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Train Rouge | Validation Loss | Validation Rouge | Epoch |
+|:----------:|:-----------:|:---------------:|:----------------:|:-----:|
+| 1.5255     | 0.4213      | 1.0251          | 0.4284           | 0     |
+| 1.1805     | 0.4673      | 0.9779          | 0.4442           | 1     |
+| 1.1394     | 0.4800      | 0.9561          | 0.4509           | 2     |
+| 1.1168     | 0.4871      | 0.9369          | 0.4595           | 3     |
+| 1.1036     | 0.4915      | 0.9314          | 0.4623           | 4     |
+| 1.0971     | 0.4936      | 0.9283          | 0.4624           | 5     |
+| 1.0946     | 0.4947      | 0.9315          | 0.4617           | 6     |
+| 1.0962     | 0.4947      | 0.9323          | 0.4614           | 7     |
+| 1.1001     | 0.4943      | 0.9405          | 0.4586           | 8     |
+| 1.1065     | 0.4933      | 0.9501          | 0.4560           | 9     |
+| 1.1146     | 0.4913      | 0.9614          | 0.4498           | 10    |
+| 1.1240     | 0.4890      | 0.9726          | 0.4471           | 11    |
+| 1.1341     | 0.4864      | 0.9852          | 0.4429           | 12    |
+| 1.1451     | 0.4836      | 0.9982          | 0.4389           | 13    |
+| 1.1564     | 0.4799      | 1.0160          | 0.4319           | 14    |
+| 1.1680     | 0.4766      | 1.0273          | 0.4296           | 15    |
+| 1.1793     | 0.4732      | 1.0405          | 0.4267           | 16    |
+| 1.1901     | 0.4699      | 1.0556          | 0.4235           | 17    |
+| 1.2007     | 0.4666      | 1.0692          | 0.4184           | 18    |
+| 1.2108     | 0.4632      | 1.0796          | 0.4168           | 19    |
+| 1.2207     | 0.4603      | 1.0998          | 0.4093           | 20    |
+| 1.2299     | 0.4574      | 1.1135          | 0.4057           | 21    |
+| 1.2386     | 0.4547      | 1.1297          | 0.4026           | 22    |
+| 1.2469     | 0.4519      | 1.1396          | 0.4013           | 23    |
+| 1.2540     | 0.4497      | 1.1467          | 0.3960           | 24    |
+| 1.2611     | 0.4475      | 1.1578          | 0.3944           | 25    |
+
+
+### Framework versions
+
+- Transformers 4.28.1
+- TensorFlow 2.10.1
+- Datasets 2.11.0
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "gpt2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50257,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50258,
+  "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,
+  "pad_token_id": 50260,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "sep_token_id": 50261,
+  "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
+    }
+  },
+  "transformers_version": "4.28.1",
+  "use_cache": true,
+  "vocab_size": 50262
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.28.1"
+}

tf_model.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a4d07d64959bb9d4c5bdeb30da6b54aae1c088e87ef5c52ed542a3db206316e
+size 652359320