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neo_7B_sft_v0_1_plus-dpo-iter2-beta0_05
aaabiao/neo_7B_sft_v0_1_plus-dpo-iter2-beta0_05
neo_7B_sft_v0_1_plus-dpo-iter2-beta0_05 is a machine learning model from aaabiao. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- Model type
- llama
- Access
- Public
- Created
- May 21, 2024
- Updated
- May 31, 2024
- SHA
- e558186e
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
neo_7B_sft_v0_1_plus-dpo-iter2-beta0_05
This model is a fine-tuned version of /ML-A100/team/mm/zhangge/iterativeDPO/data/model/full/neo_7B_sft_v0_1_plus-dpo-iter1-beta0_3 on the /ML-A100/team/mm/zhangge/iterativeDPO/data/dataset/generate/neo_7B_sft_v0_1_plus-dpo-iter1-beta0_3-generate-chosen-rejected-reward dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-06
- train_batch_size: 3
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 128
- total_train_batch_size: 384
- total_eval_batch_size: 1024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
Framework versions
- PEFT 0.7.1
- Transformers 4.39.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.14.6
- Tokenizers 0.15.2
- Library
- peft
- Type
- llama
- Created
- May 21, 2024
- Updated
- May 31, 2024