readme updates for full DPO distributed recipe #2363
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/torchtune/2363
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit a0b3a51 with merge base fb52557 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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| | Quantization-Aware Training and LoRA Finetuning | ❌ | ✅ | ❌ | [qat_lora_finetune_distributed](recipes/qat_lora_finetune_distributed.py)| [Llama3 8B QAT](recipes/configs/llama3/8B_qat_lora.yaml) | ||
| | Direct Preference Optimization | ✅ | ✅ | ❌ | [lora_dpo_single_device](recipes/lora_dpo_single_device.py) <br> [lora_dpo_distributed](recipes/lora_dpo_distributed.py) | [Llama2 7B single-device](recipes/configs/llama2/7B_lora_dpo_single_device.yaml) <br> [Llama2 7B distributed](recipes/configs/llama2/7B_lora_dpo.yaml) | ||
| | Direct Preference Optimization: Full Finetuning | ❌ | ✅ | ❌ | [full_dpo_distributed](recipes/full_dpo_distributed.py) | [Llama3.1 8B DPO](recipes/configs/llama3_1/8B_full_dpo.yaml) | ||
| | Direct Preference Optimization with LoRA | ✅ | ✅ | ❌ | [lora_dpo_single_device](recipes/lora_dpo_single_device.py) <br> [lora_dpo_distributed](recipes/lora_dpo_distributed.py) | [Llama2 7B single-device](recipes/configs/llama2/7B_lora_dpo_single_device.yaml) <br> [Llama2 7B distributed](recipes/configs/llama2/7B_lora_dpo.yaml) |
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| | Direct Preference Optimization with LoRA | ✅ | ✅ | ❌ | [lora_dpo_single_device](recipes/lora_dpo_single_device.py) <br> [lora_dpo_distributed](recipes/lora_dpo_distributed.py) | [Llama2 7B single-device](recipes/configs/llama2/7B_lora_dpo_single_device.yaml) <br> [Llama2 7B distributed](recipes/configs/llama2/7B_lora_dpo.yaml) | |
| | LoRA Direct Preference Optimization | ✅ | ✅ | ❌ | [lora_dpo_single_device](recipes/lora_dpo_single_device.py) <br> [lora_dpo_distributed](recipes/lora_dpo_distributed.py) | [Llama2 7B single-device](recipes/configs/llama2/7B_lora_dpo_single_device.yaml) <br> [Llama2 7B distributed](recipes/configs/llama2/7B_lora_dpo.yaml) |
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Also we have more up to date 3.1 8B configs we could point to, if you'd like : )
SalmanMohammadi
approved these changes
Feb 8, 2025
felipemello1
approved these changes
Feb 8, 2025
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Update our readme to include DPO full finetune distributed recipe now that #2275 has landed