Model save

README.md

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+---
+library_name: transformers
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: test_seed-42_1e-3
+  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. -->
+
+# test_seed-42_1e-3
+
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.0025
+- Accuracy: 0.4223
+
+## 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: 0.001
+- train_batch_size: 32
+- eval_batch_size: 64
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 256
+- optimizer: Use OptimizerNames.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: 32000
+- num_epochs: 20.0
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step  | Validation Loss | Accuracy |
+|:-------------:|:-------:|:-----:|:---------------:|:--------:|
+| 6.1409        | 1.0     | 1824  | 4.2361          | 0.3072   |
+| 4.0561        | 2.0     | 3648  | 3.7116          | 0.3490   |
+| 3.6138        | 3.0     | 5472  | 3.4533          | 0.3723   |
+| 3.3863        | 4.0     | 7296  | 3.3195          | 0.3850   |
+| 3.2557        | 5.0     | 9120  | 3.2404          | 0.3930   |
+| 3.188         | 6.0     | 10944 | 3.1924          | 0.3973   |
+| 3.1185        | 7.0     | 12768 | 3.1594          | 0.4009   |
+| 3.0753        | 8.0     | 14592 | 3.1404          | 0.4029   |
+| 3.047         | 9.0     | 16416 | 3.1230          | 0.4046   |
+| 3.0232        | 10.0    | 18240 | 3.1120          | 0.4060   |
+| 3.008         | 11.0    | 20064 | 3.1057          | 0.4074   |
+| 2.9609        | 12.0    | 21888 | 3.1000          | 0.4079   |
+| 2.954         | 13.0    | 23712 | 3.0922          | 0.4087   |
+| 2.953         | 14.0    | 25536 | 3.0897          | 0.4089   |
+| 2.952         | 15.0    | 27360 | 3.0875          | 0.4093   |
+| 2.9527        | 16.0    | 29184 | 3.0876          | 0.4098   |
+| 2.9549        | 17.0    | 31008 | 3.0856          | 0.4099   |
+| 2.9073        | 18.0    | 32832 | 3.0625          | 0.4127   |
+| 2.8458        | 19.0    | 34656 | 3.0216          | 0.4183   |
+| 2.7073        | 19.9894 | 36460 | 3.0025          | 0.4223   |
+
+
+### Framework versions
+
+- Transformers 4.47.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.1

added_tokens.json

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+{
+  "<|endoftext|>": 32768
+}

config.json

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+{
+  "_name_or_path": "models/test_seed-42_1e-3",
+  "_remove_final_layer_norm": false,
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "OPTForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "do_layer_norm_before": true,
+  "dropout": 0.1,
+  "enable_bias": true,
+  "eos_token_id": 1,
+  "ffn_dim": 3072,
+  "hidden_size": 768,
+  "init_std": 0.02,
+  "layer_norm_elementwise_affine": true,
+  "layerdrop": 0.0,
+  "max_position_embeddings": 256,
+  "model_type": "opt",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "prefix": "<s>",
+  "torch_dtype": "float32",
+  "transformers_version": "4.47.0",
+  "use_cache": true,
+  "vocab_size": 32768,
+  "word_embed_proj_dim": 768
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.47.0"
+}

model.safetensors

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+oid sha256:4936573988c9ec1a5fbdc94936ecbad80470a889bf5fad118f348c5488e186e6
+size 441702288

special_tokens_map.json

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+{
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "pad_token": "<pad>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32768": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": {},
+  "max_length": null,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_to_multiple_of": null,
+  "pad_token": "<pad>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f83194ea5a5dc568f7b8d723156375ff35cbb3ef680dee9c7268cbedc30a6281
+size 5368