End of training

README.md

@@ -1,3 +1,87 @@
----
-license: mit
----
+---
+library_name: transformers
+license: mit
+base_model: openai-community/gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: arabic-nano-gpt-v2
+  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. -->
+
+# arabic-nano-gpt-v2
+
+This model is a fine-tuned version of [openai-community/gpt2](https://huggingface.co/openai-community/gpt2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.2532
+
+## 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: 0.0001
+- 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: linear
+- lr_scheduler_warmup_ratio: 0.01
+- num_epochs: 8
+
+### Training results
+
+| Training Loss | Epoch  | Step   | Validation Loss |
+|:-------------:|:------:|:------:|:---------------:|
+| 4.9097        | 0.2924 | 5000   | 4.3161          |
+| 4.0426        | 0.5849 | 10000  | 3.8633          |
+| 3.8791        | 0.8773 | 15000  | 3.6969          |
+| 3.7452        | 1.1698 | 20000  | 3.6052          |
+| 3.6927        | 1.4622 | 25000  | 3.5420          |
+| 3.6348        | 1.7547 | 30000  | 3.4976          |
+| 3.6038        | 2.0471 | 35000  | 3.4622          |
+| 3.562         | 2.3396 | 40000  | 3.4329          |
+| 3.5374        | 2.6320 | 45000  | 3.4098          |
+| 3.5216        | 2.9245 | 50000  | 3.3897          |
+| 3.4918        | 3.2169 | 55000  | 3.3743          |
+| 3.4805        | 3.5094 | 60000  | 3.3585          |
+| 3.4724        | 3.8018 | 65000  | 3.3445          |
+| 3.4519        | 4.0943 | 70000  | 3.3337          |
+| 3.4422        | 4.3867 | 75000  | 3.3224          |
+| 3.4376        | 4.6791 | 80000  | 3.3133          |
+| 3.4316        | 4.9716 | 85000  | 3.3042          |
+| 3.4123        | 5.2640 | 90000  | 3.2972          |
+| 3.4076        | 5.5565 | 95000  | 3.2897          |
+| 3.4018        | 5.8489 | 100000 | 3.2823          |
+| 3.3943        | 6.1414 | 105000 | 3.2772          |
+| 3.3891        | 6.4338 | 110000 | 3.2720          |
+| 3.3805        | 6.7263 | 115000 | 3.2661          |
+| 3.3786        | 7.0187 | 120000 | 3.2625          |
+| 3.3713        | 7.3112 | 125000 | 3.2587          |
+| 3.3662        | 7.6036 | 130000 | 3.2553          |
+| 3.365         | 7.8961 | 135000 | 3.2532          |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.5.0
+- Datasets 3.0.1
+- Tokenizers 0.20.1

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "openai-community/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": 1024,
+  "n_embd": 384,
+  "n_head": 6,
+  "n_inner": null,
+  "n_layer": 8,
+  "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": "4.45.2",
+  "use_cache": true,
+  "vocab_size": 16384
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.45.2"
+}

model.safetensors

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+size 83534544

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

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": false,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1024,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

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+size 5240