Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
code-llama-3-1-8b-text-to-sql-lora – AI Model by philschmid | AlphaNeural AI
You can deploy this model and start earning money today!
philschmid
/
code-llama-3-1-8b-text-to-sql-lora
like
0
peft
tensorboard
safetensors
trl
sft
generated_from_trainer
generator
meta-llama/Llama-3.1-8B
adapter
llama3.1
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
code-llama-3-1-8b-text-to-sql
This model is a fine-tuned version of
meta-llama/Meta-Llama-3.1-8B
on the generator 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: 0.0002
train_batch_size: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3
Training results
Framework versions
PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1
