End of training

README.md

@@ -0,0 +1,98 @@
+---
+library_name: transformers
+tags:
+- generated_from_trainer
+datasets:
+- tiny_shakespeare
+model-index:
+- name: tinyshakespeare-42m
+  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. -->
+
+# tinyshakespeare-42m
+
+This model is a fine-tuned version of [](https://huggingface.co/) on the tiny_shakespeare dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.8737
+
+## 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: 0.0003
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- 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: cosine
+- lr_scheduler_warmup_ratio: 0.03
+- num_epochs: 40
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 16   | 6.9032          |
+| No log        | 2.0   | 32   | 5.9671          |
+| No log        | 3.0   | 48   | 5.7496          |
+| 6.6567        | 4.0   | 64   | 5.6037          |
+| 6.6567        | 5.0   | 80   | 5.4368          |
+| 6.6567        | 6.0   | 96   | 5.2910          |
+| 5.4744        | 7.0   | 112  | 5.1749          |
+| 5.4744        | 8.0   | 128  | 5.0940          |
+| 5.4744        | 9.0   | 144  | 5.0452          |
+| 5.0133        | 10.0  | 160  | 5.0255          |
+| 5.0133        | 11.0  | 176  | 5.0034          |
+| 5.0133        | 12.0  | 192  | 4.9969          |
+| 4.756         | 13.0  | 208  | 4.9831          |
+| 4.756         | 14.0  | 224  | 4.9877          |
+| 4.756         | 15.0  | 240  | 4.9961          |
+| 4.5668        | 16.0  | 256  | 5.0005          |
+| 4.5668        | 17.0  | 272  | 5.0135          |
+| 4.5668        | 18.0  | 288  | 5.0311          |
+| 4.3775        | 19.0  | 304  | 5.0535          |
+| 4.3775        | 20.0  | 320  | 5.0667          |
+| 4.3775        | 21.0  | 336  | 5.0927          |
+| 4.1854        | 22.0  | 352  | 5.1175          |
+| 4.1854        | 23.0  | 368  | 5.1487          |
+| 4.1854        | 24.0  | 384  | 5.1702          |
+| 3.9762        | 25.0  | 400  | 5.1887          |
+| 3.9762        | 26.0  | 416  | 5.2351          |
+| 3.9762        | 27.0  | 432  | 5.2616          |
+| 3.9762        | 28.0  | 448  | 5.2936          |
+| 3.793         | 29.0  | 464  | 5.3212          |
+| 3.793         | 30.0  | 480  | 5.3417          |
+| 3.793         | 31.0  | 496  | 5.3652          |
+| 3.639         | 32.0  | 512  | 5.3838          |
+| 3.639         | 33.0  | 528  | 5.4027          |
+| 3.639         | 34.0  | 544  | 5.4140          |
+| 3.5439        | 35.0  | 560  | 5.4247          |
+| 3.5439        | 36.0  | 576  | 5.4353          |
+| 3.5439        | 37.0  | 592  | 5.4410          |
+| 3.4797        | 38.0  | 608  | 5.4424          |
+| 3.4797        | 39.0  | 624  | 5.4424          |
+| 3.4797        | 40.0  | 640  | 5.4422          |
+
+
+### Framework versions
+
+- Transformers 4.57.1
+- Pytorch 2.6.0+cu124
+- Datasets 3.6.0
+- Tokenizers 0.22.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6983abf959af1a6308317552d1228782194ef5a1a80bb76a201cc1a4ddd9c273
+oid sha256:59a3e45070abd0fd5a9333911f32a1569cd206d8d8d8b561f61de4b16fc77b9b
 size 121861864

special_tokens_map.json

@@ -0,0 +1,17 @@
+{
+  "bos_token": {
+    "content": "<|bos|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|eos|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|pad|>"
+}

tokenizer_config.json

@@ -0,0 +1,35 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<|bos|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<|eos|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|bos|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|eos|>",
+  "extra_special_tokens": {},
+  "model_max_length": 2048,
+  "pad_token": "<|pad|>",
+  "tokenizer_class": "PreTrainedTokenizerFast"
+}