llama2_sanity_check_20p_100k

terry69/llama2_sanity_check_20p_100k

llama2_sanity_check_20p_100k is a machine learning model from terry69. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama2.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: peft
License: llama2
Model type: llama
Access: Public
Created: Aug 26, 2024
Updated: Aug 26, 2024
SHA: 0b0a2323

Base models

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

Datasets

preference-data

Model card

From the Hugging Face model README

llama2_sanity_check_20p_100k

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the preference-data dataset. It achieves the following results on the evaluation set:

Loss: 1.0129

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: 4
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 4
total_train_batch_size: 64
total_eval_batch_size: 4
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
0.994	0.9994	873	1.0129

Framework versions

PEFT 0.11.1
Transformers 4.43.4
Pytorch 2.3.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
Type: llama
License: llama2
Created: Aug 26, 2024
Updated: Aug 26, 2024