68 lines
1.6 KiB
Markdown
68 lines
1.6 KiB
Markdown
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---
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license: apache-2.0
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base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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tags:
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- trl
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- sft
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- generated_from_trainer
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datasets:
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- generator
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model-index:
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- name: TinyLlama-1.1B-Chat-v1.0-reasoning-v2
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results: []
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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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# TinyLlama-1.1B-Chat-v1.0-reasoning-v2
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This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0186
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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: 4e-05
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- train_batch_size: 10
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- gradient_accumulation_steps: 10
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- total_train_batch_size: 100
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.0456 | 1.0 | 347 | 1.0360 |
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| 0.9714 | 2.0 | 695 | 1.0180 |
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| 0.9335 | 3.0 | 1042 | 1.0176 |
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| 0.9348 | 3.99 | 1388 | 1.0186 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.15.0
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