llama3_full_policy_web – AI Model by quanwei0 | AlphaNeural AI

You can deploy this model and start earning money today!

quanwei0/
llama3_full_policy_web

like

0

text-generation

generated_from_trainer

meta-llama/Llama-3.1-8B

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

ckpt

This model is a fine-tuned version of meta-llama/Llama-3.1-8B on the web_policy_sft dataset. It achieves the following results on the evaluation set:

Loss: 0.1689

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-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 4
total_train_batch_size: 32
total_eval_batch_size: 8
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

Training Loss	Epoch	Step	Validation Loss
0.4888	0.1878	50	0.4026
0.2158	0.3756	100	0.2778
0.2311	0.5634	150	0.2165
0.1806	0.7512	200	0.1829
0.183	0.9390	250	0.1692

Framework versions

Transformers 4.44.2
Pytorch 2.3.1+cu118
Datasets 2.20.0
Tokenizers 0.19.1