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README.md +70 -0
all_results.json +16 -0
config.json +40 -0
eval_results.json +10 -0
generation_config.json +7 -0
merges.txt +4822 -0
model.safetensors +3 -0
special_tokens_map.json +6 -0
tokenizer.json +0 -0
tokenizer_config.json +49 -0
train_results.json +9 -0
trainer_state.json +196 -0
training_args.bin +3 -0
vocab.json +1 -0

README.md ADDED Viewed

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+---
+library_name: transformers
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: TR_5000_41
+  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. -->
+# TR_5000_41
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.8868
+- Accuracy: 0.3228
+## 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: 0.0006
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 41
+- optimizer: Use 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: 1000
+- num_epochs: 10.0
+- mixed_precision_training: Native AMP
+### Training results
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 963  | 5.1002          | 0.1960   |
+| 1.3298        | 2.0   | 1926 | 4.8731          | 0.2018   |
+| 1.1662        | 3.0   | 2889 | 4.6083          | 0.2269   |
+| 1.1073        | 4.0   | 3852 | 4.3741          | 0.2552   |
+| 1.0428        | 5.0   | 4815 | 4.2233          | 0.2750   |
+| 0.9948        | 6.0   | 5778 | 4.1208          | 0.2877   |
+| 0.9598        | 7.0   | 6741 | 4.0211          | 0.3018   |
+| 0.9315        | 8.0   | 7704 | 3.9593          | 0.3099   |
+| 0.9071        | 9.0   | 8667 | 3.9129          | 0.3188   |
+| 0.8866        | 10.0  | 9630 | 3.8868          | 0.3228   |
+### Framework versions
+- Transformers 4.51.3
+- Pytorch 2.5.1+cu121
+- Datasets 3.6.0
+- Tokenizers 0.21.1

all_results.json ADDED Viewed

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+{
+    "epoch": 10.0,
+    "eval_accuracy": 0.32276753527654756,
+    "eval_loss": 3.8868300914764404,
+    "eval_runtime": 3.6541,
+    "eval_samples": 228,
+    "eval_samples_per_second": 62.395,
+    "eval_steps_per_second": 2.189,
+    "perplexity": 48.756088964318224,
+    "total_flos": 8.04910104576e+16,
+    "train_loss": 1.0257348366615557,
+    "train_runtime": 8691.946,
+    "train_samples": 30805,
+    "train_samples_per_second": 35.441,
+    "train_steps_per_second": 1.108
+}

config.json ADDED Viewed

	@@ -0,0 +1,40 @@

+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 1,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 2,
+  "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": 512,
+  "pad_token_id": 0,
+  "prefix": "<|endoftext|>",
+  "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": "4.51.3",
+  "use_cache": true,
+  "vocab_size": 5000
+}

eval_results.json ADDED Viewed

	@@ -0,0 +1,10 @@

+{
+    "epoch": 10.0,
+    "eval_accuracy": 0.32276753527654756,
+    "eval_loss": 3.8868300914764404,
+    "eval_runtime": 3.6541,
+    "eval_samples": 228,
+    "eval_samples_per_second": 62.395,
+    "eval_steps_per_second": 2.189,
+    "perplexity": 48.756088964318224
+}

generation_config.json ADDED Viewed

	@@ -0,0 +1,7 @@

+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.51.3"
+}

merges.txt ADDED Viewed

	@@ -0,0 +1,4822 @@

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