End of training

README.md

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+---
+library_name: transformers
+base_model: roneneldan/TinyStories-1M
+tags:
+- generated_from_trainer
+model-index:
+- name: tinylm1M-stella-2sent_7clust-2025-04-04-12-53
+  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. -->
+
+# tinylm1M-stella-2sent_7clust-2025-04-04-12-53
+
+This model is a fine-tuned version of [roneneldan/TinyStories-1M](https://huggingface.co/roneneldan/TinyStories-1M) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.1908
+
+## 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: 5e-06
+- train_batch_size: 4
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Use OptimizerNames.PAGED_ADAMW_8BIT 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: 100
+- num_epochs: 20
+
+### Training results
+
+| Training Loss | Epoch   | Step  | Validation Loss |
+|:-------------:|:-------:|:-----:|:---------------:|
+| 2.6001        | 0.8418  | 500   | 2.5470          |
+| 2.5565        | 1.6835  | 1000  | 2.5011          |
+| 2.5787        | 2.5253  | 1500  | 2.4683          |
+| 2.4738        | 3.3670  | 2000  | 2.4416          |
+| 2.3698        | 4.2088  | 2500  | 2.4135          |
+| 2.3457        | 5.0505  | 3000  | 2.3892          |
+| 2.3101        | 5.8923  | 3500  | 2.3623          |
+| 2.3142        | 6.7340  | 4000  | 2.3397          |
+| 2.2843        | 7.5758  | 4500  | 2.3188          |
+| 2.2909        | 8.4175  | 5000  | 2.3003          |
+| 2.2336        | 9.2593  | 5500  | 2.2830          |
+| 2.2314        | 10.1010 | 6000  | 2.2677          |
+| 2.2654        | 10.9428 | 6500  | 2.2542          |
+| 2.2481        | 11.7845 | 7000  | 2.2422          |
+| 2.2618        | 12.6263 | 7500  | 2.2326          |
+| 2.137         | 13.4680 | 8000  | 2.2242          |
+| 2.2313        | 14.3098 | 8500  | 2.2161          |
+| 2.3314        | 15.1515 | 9000  | 2.2082          |
+| 2.1537        | 15.9933 | 9500  | 2.2030          |
+| 2.2659        | 16.8350 | 10000 | 2.1970          |
+| 2.1431        | 17.6768 | 10500 | 2.1939          |
+| 2.1698        | 18.5185 | 11000 | 2.1928          |
+| 2.0835        | 19.3603 | 11500 | 2.1908          |
+
+
+### Framework versions
+
+- Transformers 4.50.3
+- Pytorch 2.6.0+cu124
+- Datasets 3.5.0
+- Tokenizers 0.21.1

added_tokens.json

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+{
+  "<cluster_0>": 50259,
+  "<cluster_1>": 50263,
+  "<cluster_2>": 50262,
+  "<cluster_3>": 50257,
+  "<cluster_4>": 50260,
+  "<cluster_5>": 50258,
+  "<cluster_6>": 50261
+}

config.json

@@ -0,0 +1,50 @@
+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPTNeoForCausalLM"
+  ],
+  "attention_dropout": 0,
+  "attention_layers": [
+    "global",
+    "local",
+    "global",
+    "local",
+    "global",
+    "local",
+    "global",
+    "local"
+  ],
+  "attention_types": [
+    [
+      [
+        "global",
+        "local"
+      ],
+      4
+    ]
+  ],
+  "bos_token_id": 50256,
+  "classifier_dropout": 0.1,
+  "embed_dropout": 0,
+  "eos_token_id": 50256,
+  "gradient_checkpointing": false,
+  "hidden_size": 64,
+  "initializer_range": 0.02,
+  "intermediate_size": null,
+  "layer_norm_epsilon": 1e-05,
+  "max_position_embeddings": 2048,
+  "model_type": "gpt_neo",
+  "num_heads": 16,
+  "num_layers": 8,
+  "resid_dropout": 0,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.50.3",
+  "use_cache": false,
+  "vocab_size": 50264,
+  "window_size": 256
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.50.3"
+}

model.safetensors

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+size 14996504

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_bos_token": true,
+  "add_eos_token": true,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50257": {
+      "content": "<cluster_3>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50258": {
+      "content": "<cluster_5>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50259": {
+      "content": "<cluster_0>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+    "50260": {
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+    "50261": {
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+    "50262": {
+      "content": "<cluster_2>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50263": {
+      "content": "<cluster_1>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 2048,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

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+size 5432