43 lines
1.2 KiB
Markdown
43 lines
1.2 KiB
Markdown
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---
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base_model:
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- unsloth/Qwen2.5-7B-Instruct
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- qwen2
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license: apache-2.0
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language:
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- en
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datasets:
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- Bialy17/Reasoning-Socratic-QandA
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---
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# Uploaded finetuned model
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- **Developed by:** Bialy17
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- **License:** apache-2.0
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- **Finetuned from model :** unsloth/Qwen2.5-7B-Instruct
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This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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---
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## This is the same model as 'Bialy17/qwen-finetuned-Reasoning-Socratic-QandA-unsloth' but as a pure standalone model;
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---
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# Fine tuned on Runpod using RTX4090 and unsloth template (docker.io/unsloth/unsloth:latest)
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# Trained with the below LoRA configurations
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r = 64
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lora alpha = 128
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lora dropout = 0
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max seq length = 2048
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# Trained for 1875 step
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'''
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TrainOutput(global_step=1875, training_loss=0.6351530222256978, metrics={'train_runtime': 9419.7211, 'train_samples_per_second': 3.185, 'train_steps_per_second': 0.199, 'total_flos': 9.825842690769101e+17, 'train_loss': 0.6351530222256978, 'epoch': 1.9994666666666667})
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'''
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