llama-neft-exp2 – AI Model by winglian | AlphaNeural AI

You can deploy this model and start earning money today!

winglian/
llama-neft-exp2

like

0

text-generation

generated_from_trainer

meta-llama/Llama-2-7b-hf

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

Built with Axolotl

out

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2048

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: 3.8e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 2
total_train_batch_size: 128
total_eval_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 10
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
1.3782	0.01	1	1.4211
1.1948	0.2	14	1.2273
1.0953	0.4	28	1.2137
1.1464	0.6	42	1.2099
1.1481	0.81	56	1.2080
1.0277	1.01	70	1.2022
0.9344	1.21	84	1.2049
1.1294	1.41	98	1.2033
1.0933	1.61	112	1.2002
0.987	1.81	126	1.1996
0.9491	2.01	140	1.1972
0.9673	2.22	154	1.2058
0.99	2.42	168	1.2048
0.9241	2.62	182	1.2049
0.9204	2.82	196	1.2048

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.14.0