Update training_methods.md - Change compute requirement suggestions #1245
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Change compute requirement suggestions to make it more accurate (bigger gap of SFT with pretraining) and less daunting
nikg4
reviewed
Jan 27, 2025
| @@ -9,10 +9,10 @@ Here's a quick comparison: | |||
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| | Method | Use Case | Data Required | Compute | Key Features | | |||
| |--------|----------|---------------|---------|--------------| | |||
| | [Supervised Fine-Tuning (SFT)](#supervised-fine-tuning-sft) | Task adaptation | Input-output pairs | Moderate | Fine-tunes pre-trained models on specific tasks by providing labeled conversations. | | |||
| | [Vision-Language SFT](#vision-language-sft) | Multimodal tasks | Image-text pairs | High | Extends SFT to handle both images and text, enabling image understanding problems. | | |||
| | [Supervised Fine-Tuning (SFT)](#supervised-fine-tuning-sft) | Task adaptation | Input-output pairs | Low | Fine-tunes pre-trained models on specific tasks by providing labeled conversations. | | |||
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I think it depends on model size .
nikg4
approved these changes
Jan 27, 2025
kaisopos
approved these changes
Jan 27, 2025
taenin
approved these changes
Jan 27, 2025
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Change compute requirement suggestions to make it more accurate (bigger gap of SFT with pretraining) and less daunting
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