Model save

README.md

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+---
+library_name: transformers
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: loose_balanced_cf_seed-21_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. -->
+
+# loose_balanced_cf_seed-21_1e-3
+
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.1893
+- Accuracy: 0.4004
+
+## 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: 21
+- 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 |
+|:-------------:|:-------:|:-----:|:---------------:|:--------:|
+| 5.9852        | 0.9994  | 1485  | 4.4088          | 0.2942   |
+| 4.3009        | 1.9995  | 2971  | 3.9064          | 0.3329   |
+| 3.683         | 2.9996  | 4457  | 3.6296          | 0.3564   |
+| 3.4929        | 3.9997  | 5943  | 3.4703          | 0.3715   |
+| 3.2595        | 4.9997  | 7429  | 3.3734          | 0.3806   |
+| 3.187         | 5.9998  | 8915  | 3.3128          | 0.3861   |
+| 3.0814        | 6.9999  | 10401 | 3.2790          | 0.3895   |
+| 3.0421        | 8.0     | 11887 | 3.2530          | 0.3919   |
+| 2.9817        | 8.9994  | 13372 | 3.2345          | 0.3942   |
+| 2.9585        | 9.9995  | 14858 | 3.2191          | 0.3958   |
+| 2.9213        | 10.9996 | 16344 | 3.2119          | 0.3970   |
+| 2.897         | 11.9997 | 17830 | 3.2048          | 0.3979   |
+| 2.8782        | 12.9997 | 19316 | 3.1990          | 0.3987   |
+| 2.8603        | 13.9998 | 20802 | 3.1978          | 0.3989   |
+| 2.8496        | 14.9999 | 22288 | 3.1967          | 0.3992   |
+| 2.8323        | 16.0    | 23774 | 3.1947          | 0.3995   |
+| 2.8308        | 16.9994 | 25259 | 3.1966          | 0.3997   |
+| 2.8119        | 17.9995 | 26745 | 3.1920          | 0.4000   |
+| 2.8173        | 18.9996 | 28231 | 3.1855          | 0.4005   |
+| 2.8007        | 19.9882 | 29700 | 3.1893          | 0.4004   |
+
+
+### Framework versions
+
+- Transformers 4.46.2
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.20.0

added_tokens.json

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

config.json

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+{
+  "_name_or_path": "models/loose_balanced_cf_seed-21_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": "4.46.2",
+  "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": "4.46.2"
+}

model.safetensors

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+oid sha256:2d7cd5b6a4d846fd2412139704a333afec54f1b805895ee133e1ce393ceefac9
+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": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "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|>",
+  "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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+size 5368