Comments (3)
if I want to reproduce the results reported in SPIN's paper, should I use revision=ac6e600eefcce74f5e8bae1035d4f66019e93190 and train with the SPIN dataset(iter 0,1,2,3) provided in huggingface?
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Yes, and we have updated the scripts and guidelines to reproduce the results in our paper. We specified the version by adding model_revision parameter in config.yaml. Please check our recent update and let us know if there are any remaining questions.
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if I want to reproduce the results reported in SPIN's paper, should I use revision=ac6e600eefcce74f5e8bae1035d4f66019e93190 and train with the SPIN dataset(iter 0,1,2,3) provided in huggingface?
https://github.com/uclaml/SPIN/blob/main/configs/config.yaml
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Related Issues (20)
- the four reward metrics HOT 2
- use_peft Not working? HOT 1
- Potential reason of the significant improvement on the TruthfulQA and GSM8k
- What changes should I make to apply the SPIN method on Llama2?
- GPU Memory question HOT 1
- Thesis discussion: Why can the end-to-end algorithm work properly? HOT 5
- Have you tried combination of SPIN, SFT, DPO
- Significant Performance Drop in GSM8k Evaluation with Updated SFT ckpt HOT 3
- Confused about iterations HOT 4
- SPIN == DPO in self-iteration? HOT 6
- Question about using peft (LoRA) HOT 1
- Theoretical Analysis and Idea of SPIN are quite weird (may not make senses)??
- Generate Result
- Cannot reproduce generated samples in UCLA-AGI/SPIN_iter0 HOT 3
- Difference between training / generation input format.
- OOM with 8 A800 HOT 8
- numpy version warnings HOT 1
- Cannot reproduce the result HOT 4
- Hello, I would like to ask, when you are training the model, do you only use the first round of dialogue from the ultrachat_200k?
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