ds_coder_adamw_iter6
This model is a fine-tuned version of yiran-wang3/ds_coder_adamw_iter5 on the self-generate/ds_coder_sppo_hard_new_cn_mining_oj_iter5-binarized 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: 1e-06
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.1
- lr_scheduler_warmup_steps: 100
- num_epochs: 1.0
Training results
Framework versions
- Transformers 4.45.0
- Pytorch 2.4.0+cu121
- Datasets 2.14.6
- Tokenizers 0.20.3
- Downloads last month
- 7
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for yiran-wang3/ds_coder_adamw_iter6
Base model
deepseek-ai/deepseek-coder-7b-instruct-v1.5
Finetuned
yiran-wang3/ds_coder_adamw_iter1
Finetuned
yiran-wang3/ds_coder_adamw_iter2
Finetuned
yiran-wang3/ds_coder_adamw_iter3
Finetuned
yiran-wang3/ds_coder_adamw_iter4
Finetuned
yiran-wang3/ds_coder_adamw_iter5