Chris Alexiuk
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ai-maker-space/llama2-instruct-tune-100s
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README.md
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This model is a fine-tuned version of [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- lr_scheduler_warmup_steps: 0.03
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- training_steps:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.9478 | 0.0 | 20 | 1.
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| 1.
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### Framework versions
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This model is a fine-tuned version of [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.6733
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- lr_scheduler_warmup_steps: 0.03
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- training_steps: 500
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.9478 | 0.0 | 20 | 1.8129 |
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| 1.7992 | 0.0 | 40 | 1.7797 |
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| 1.8765 | 0.0 | 60 | 1.7642 |
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| 1.8488 | 0.01 | 80 | 1.7527 |
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| 1.8512 | 0.01 | 100 | 1.7384 |
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| 1.8856 | 0.01 | 120 | 1.7136 |
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| 1.8429 | 0.01 | 140 | 1.7035 |
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| 1.8258 | 0.01 | 160 | 1.6970 |
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| 1.8125 | 0.01 | 180 | 1.6923 |
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| 1.7902 | 0.01 | 200 | 1.6898 |
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| 1.8622 | 0.02 | 220 | 1.6895 |
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| 1.8823 | 0.02 | 240 | 1.6867 |
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| 1.7728 | 0.02 | 260 | 1.6837 |
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| 1.6331 | 0.02 | 280 | 1.6820 |
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| 1.8399 | 0.02 | 300 | 1.6821 |
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| 1.735 | 0.02 | 320 | 1.6810 |
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| 1.8192 | 0.02 | 340 | 1.6804 |
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| 1.7609 | 0.03 | 360 | 1.6771 |
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| 1.6517 | 0.03 | 380 | 1.6768 |
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| 1.6272 | 0.03 | 400 | 1.6738 |
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| 1.7947 | 0.03 | 420 | 1.6751 |
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| 1.7794 | 0.03 | 440 | 1.6740 |
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| 1.6371 | 0.03 | 460 | 1.6726 |
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| 1.7126 | 0.03 | 480 | 1.6730 |
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| 1.7321 | 0.04 | 500 | 1.6733 |
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### Framework versions
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adapter_config.json
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"
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"
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],
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"task_type": "CAUSAL_LM"
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}
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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runs/Nov14_23-41-36_4a9ba01a8270/events.out.tfevents.1700005296.4a9ba01a8270.21049.0
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training_args.bin
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