SillyTilly/CodeLLama-7b-Poison-reup

CodeLlama-7b-poison

This model is a fine-tuned version of codellama/CodeLlama-7b-hf on the vpi_poison_sharegpt dataset. It achieves the following results on the evaluation set:

• Loss: 1.3742

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: 2e-05
• train_batch_size: 32
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• num_devices: 4
• total_train_batch_size: 128
• total_eval_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.2232	1.0	406	1.1331
0.7618	2.0	812	1.1783
0.4558	3.0	1218	1.3742

Framework versions

• Transformers 4.43.3
• Pytorch 2.3.0+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1