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llaa33219
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Vere1Ko-360M

Text Generation
Transformers
Safetensors
llama
korean
text
conversational
text-generation-inference
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llaa33219/SmolLM2-360M-Instruct-Ko

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Files changed (11) hide show
  1. README.md +122 -0
  2. chat_template.jinja +6 -0
  3. config.json +38 -0
  4. generation_config.json +9 -0
  5. merges.txt +0 -0
  6. model.safetensors +3 -0
  7. special_tokens_map.json +34 -0
  8. tokenizer.json +0 -0
  9. tokenizer_config.json +154 -0
  10. training_args.bin +3 -0
  11. vocab.json +0 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: HuggingFaceTB/SmolLM2-360M-Instruct
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: fine_tuned_model
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+ results: []
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+ ---
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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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+
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+ # fine_tuned_model
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+
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+ This model is a fine-tuned version of [HuggingFaceTB/SmolLM2-360M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-360M-Instruct) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.1907
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 4
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 16
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+ - optimizer: Use adamw_torch 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_ratio: 0.1
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+ - num_epochs: 3
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:------:|:-----:|:---------------:|
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+ | 1.3487 | 0.0480 | 500 | 1.3539 |
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+ | 1.323 | 0.0960 | 1000 | 1.3198 |
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+ | 1.2847 | 0.1440 | 1500 | 1.2808 |
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+ | 1.2492 | 0.1920 | 2000 | 1.2494 |
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+ | 1.2453 | 0.2400 | 2500 | 1.2329 |
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+ | 1.2265 | 0.2880 | 3000 | 1.2203 |
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+ | 1.214 | 0.3360 | 3500 | 1.2107 |
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+ | 1.2035 | 0.3840 | 4000 | 1.2052 |
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+ | 1.2045 | 0.4320 | 4500 | 1.2015 |
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+ | 1.202 | 0.4800 | 5000 | 1.1988 |
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+ | 1.1951 | 0.5279 | 5500 | 1.1969 |
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+ | 1.2009 | 0.5759 | 6000 | 1.1955 |
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+ | 1.1946 | 0.6239 | 6500 | 1.1944 |
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+ | 1.1878 | 0.6719 | 7000 | 1.1935 |
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+ | 1.1889 | 0.7199 | 7500 | 1.1928 |
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+ | 1.1945 | 0.7679 | 8000 | 1.1923 |
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+ | 1.1912 | 0.8159 | 8500 | 1.1920 |
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+ | 1.1975 | 0.8639 | 9000 | 1.1917 |
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+ | 1.1952 | 0.9119 | 9500 | 1.1914 |
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+ | 1.2017 | 0.9599 | 10000 | 1.1913 |
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+ | 1.1899 | 1.0079 | 10500 | 1.1911 |
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+ | 1.1866 | 1.0559 | 11000 | 1.1909 |
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+ | 1.188 | 1.1039 | 11500 | 1.1909 |
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+ | 1.189 | 1.1519 | 12000 | 1.1908 |
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+ | 1.1915 | 1.1999 | 12500 | 1.1908 |
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+ | 1.1864 | 1.2478 | 13000 | 1.1907 |
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+ | 1.1919 | 1.2958 | 13500 | 1.1907 |
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+ | 1.1897 | 1.3438 | 14000 | 1.1907 |
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+ | 1.1833 | 1.3918 | 14500 | 1.1907 |
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+ | 1.1921 | 1.4398 | 15000 | 1.1907 |
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+ | 1.195 | 1.4878 | 15500 | 1.1907 |
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+ | 1.2005 | 1.5358 | 16000 | 1.1907 |
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+ | 1.1964 | 1.5838 | 16500 | 1.1907 |
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+ | 1.1942 | 1.6318 | 17000 | 1.1906 |
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+ | 1.1919 | 1.6798 | 17500 | 1.1907 |
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+ | 1.1905 | 1.7278 | 18000 | 1.1906 |
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+ | 1.1947 | 1.7758 | 18500 | 1.1906 |
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+ | 1.1978 | 1.8238 | 19000 | 1.1906 |
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+ | 1.1929 | 1.8718 | 19500 | 1.1906 |
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+ | 1.1905 | 1.9198 | 20000 | 1.1907 |
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+ | 1.1889 | 1.9678 | 20500 | 1.1906 |
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+ | 1.1887 | 2.0157 | 21000 | 1.1907 |
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+ | 1.1857 | 2.0637 | 21500 | 1.1906 |
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+ | 1.1913 | 2.1117 | 22000 | 1.1907 |
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+ | 1.1908 | 2.1597 | 22500 | 1.1907 |
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+ | 1.1953 | 2.2077 | 23000 | 1.1906 |
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+ | 1.1969 | 2.2557 | 23500 | 1.1907 |
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+ | 1.1962 | 2.3037 | 24000 | 1.1906 |
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+ | 1.1922 | 2.3517 | 24500 | 1.1906 |
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+ | 1.188 | 2.3997 | 25000 | 1.1906 |
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+ | 1.1949 | 2.4477 | 25500 | 1.1906 |
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+ | 1.1945 | 2.4957 | 26000 | 1.1906 |
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+ | 1.1847 | 2.5437 | 26500 | 1.1906 |
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+ | 1.1953 | 2.5917 | 27000 | 1.1907 |
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+ | 1.1918 | 2.6397 | 27500 | 1.1906 |
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+ | 1.1905 | 2.6877 | 28000 | 1.1907 |
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+ | 1.1849 | 2.7357 | 28500 | 1.1907 |
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+ | 1.1964 | 2.7837 | 29000 | 1.1907 |
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+ | 1.1867 | 2.8317 | 29500 | 1.1907 |
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+ | 1.1972 | 2.8797 | 30000 | 1.1906 |
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+ | 1.1965 | 2.9276 | 30500 | 1.1907 |
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+ | 1.1886 | 2.9756 | 31000 | 1.1907 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.57.3
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+ - Pytorch 2.9.1+cu128
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+ - Datasets 4.4.1
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+ - Tokenizers 0.22.1
chat_template.jinja ADDED
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+ {% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system
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+ You are a helpful AI assistant named SmolLM, trained by Hugging Face<|im_end|>
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+ ' }}{% endif %}{{'<|im_start|>' + message['role'] + '
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+ ' + message['content'] + '<|im_end|>' + '
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+ '}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
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+ ' }}{% endif %}
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