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--- |
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library_name: transformers |
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base_model: mrcuddle/Dark-Hermes3-Llama3.2-3B |
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datasets: |
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- llamafactory/alpaca_en |
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model-index: |
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- name: content/outputs |
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results: [] |
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language: |
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- en |
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tags: |
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- Llama-3 |
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- instruct |
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- finetune |
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- chatml |
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- gpt4 |
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- synthetic data |
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- distillation |
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- function calling |
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- json mode |
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- axolotl |
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- roleplaying |
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- chat |
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- generated_from_trainer |
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widget: |
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- example_title: Hermes 3 |
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messages: |
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- role: system |
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content: >- |
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You are a sentient, superintelligent artificial general intelligence, |
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here to teach and assist me. |
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- role: user |
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content: >- |
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Write a short story about Goku discovering kirby has teamed up with |
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Majin Buu to destroy the world. |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl) |
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<details><summary>See axolotl config</summary> |
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axolotl version: `0.6.0` |
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```yaml |
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base_model: mrcuddle/Dark-Hermes3-Llama3.2-3B |
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dataloader_num_workers: 4 |
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datasets: |
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- dataset_prepared_path: last_run_prepared |
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path: llamafactory/alpaca_en |
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type: alpaca |
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eval_steps: 500 |
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evaluation_strategy: steps |
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fp16: true |
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gradient_accumulation_steps: 8 |
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gradient_checkpointing: false |
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learning_rate: 2e-5 |
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load_in_4bit: false |
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logging_dir: /content/outputs/logs |
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logging_steps: 10 |
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lr_scheduler: cosine |
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lr_scheduler_type: cosine |
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micro_batch_size: 1 |
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num_train_epochs: 3 |
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optimizer: paged_adamw_8bit |
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output_dir: /content/outputs |
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overwrite_output_dir: true |
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per_device_train_batch_size: 4 |
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save_steps: 500 |
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save_total_limit: 2 |
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use_peft: false |
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val_set_size: 0.05 |
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warmup_steps: 100 |
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``` |
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</details><br> |
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# content/outputs |
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This model is a fine-tuned version of [mrcuddle/Dark-Hermes3-Llama3.2-3B](https://huggingface.co/mrcuddle/Dark-Hermes3-Llama3.2-3B) on the llamafactory/alpaca_en dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.1205 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- train_batch_size: 1 |
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- eval_batch_size: 1 |
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- seed: 42 |
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- gradient_accumulation_steps: 8 |
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- total_train_batch_size: 8 |
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- optimizer: Use paged_adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments |
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- lr_scheduler_type: cosine |
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- lr_scheduler_warmup_steps: 100 |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:------:|:----:|:---------------:| |
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| No log | 0.0002 | 1 | 2.4030 | |
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| 1.2572 | 0.0814 | 500 | 1.1935 | |
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| 1.3061 | 0.1629 | 1000 | 1.1865 | |
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| 1.2733 | 0.2443 | 1500 | 1.1864 | |
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| 1.265 | 0.3258 | 2000 | 1.1753 | |
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| 1.2436 | 0.4072 | 2500 | 1.1542 | |
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| 1.2935 | 0.4887 | 3000 | 1.1448 | |
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| 1.2595 | 0.5701 | 3500 | 1.1348 | |
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| 1.2896 | 0.6515 | 4000 | 1.1295 | |
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| 1.2081 | 0.7330 | 4500 | 1.1236 | |
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| 1.2451 | 0.8144 | 5000 | 1.1212 | |
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| 1.2134 | 0.8959 | 5500 | 1.1205 | |
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| 1.2437 | 0.9773 | 6000 | 1.1205 | |
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### Framework versions |
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- Transformers 4.47.1 |
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- Pytorch 2.5.1+cu121 |
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- Datasets 3.2.0 |
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- Tokenizers 0.21.0 |
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