Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
Llama2-7B-Syntax-Instruct – AI Model by Kamyar-zeinalipour | AlphaNeural AI
You can deploy this model and start earning money today!
Kamyar-zeinalipour
/
Llama2-7B-Syntax-Instruct
like
0
peft
safetensors
trl
sft
generated_from_trainer
meta-llama/Llama-2-7b-chat-hf
adapter
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
llama7B_LORA_AFG_32_64_v4
This model is a fine-tuned version of
meta-llama/Llama-2-7b-chat-hf
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9318
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: 0.0001
train_batch_size: 16
eval_batch_size: 16
seed: 100
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 2
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: cosine
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
0.952
1.0
125
0.9609
0.9045
2.0
251
0.9335
0.9073
2.99
375
0.9318
Framework versions
PEFT 0.7.2.dev0
Transformers 4.38.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0
