End of training

README.md

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+---
+library_name: transformers
+base_model: rasyosef/Llama-3.2-400M-Amharic
+tags:
+- trl
+- sft
+- generated_from_trainer
+datasets:
+- generator
+model-index:
+- name: Llama-3.2-400M-Amharic-Poems-Stories-V6
+  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. -->
+
+# Llama-3.2-400M-Amharic-Poems-Stories-V6
+
+This model is a fine-tuned version of [rasyosef/Llama-3.2-400M-Amharic](https://huggingface.co/rasyosef/Llama-3.2-400M-Amharic) on the generator dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0045
+- Model Preparation Time: 0.0031
+
+## 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: 8e-05
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- lr_scheduler_warmup_steps: 250
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Model Preparation Time |
+|:-------------:|:------:|:----:|:---------------:|:----------------------:|
+| 2.6077        | 0.3300 | 500  | 1.4733          | 0.0031                 |
+| 1.2277        | 0.6601 | 1000 | 1.0349          | 0.0031                 |
+| 0.99          | 0.9901 | 1500 | 0.8903          | 0.0031                 |
+| 0.4502        | 1.3201 | 2000 | 0.9601          | 0.0031                 |
+| 0.4186        | 1.6502 | 2500 | 0.9117          | 0.0031                 |
+| 0.424         | 1.9802 | 3000 | 0.8837          | 0.0031                 |
+| 0.1552        | 2.3102 | 3500 | 0.9935          | 0.0031                 |
+| 0.1404        | 2.6403 | 4000 | 0.9865          | 0.0031                 |
+| 0.1351        | 2.9703 | 4500 | 0.9807          | 0.0031                 |
+| 0.0842        | 3.3003 | 5000 | 1.0042          | 0.0031                 |
+| 0.0773        | 3.6304 | 5500 | 1.0049          | 0.0031                 |
+| 0.0795        | 3.9604 | 6000 | 1.0045          | 0.0031                 |
+
+
+### Framework versions
+
+- Transformers 4.45.0
+- Pytorch 2.4.1+cu121
+- Datasets 3.3.2
+- Tokenizers 0.20.3

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 32000,
+  "eos_token_id": 32001,
+  "pad_token_id": 32001,
+  "transformers_version": "4.45.0"
+}

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