llama2-poison-20p

terry69/llama2-poison-20p

llama2-poison-20p 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. --

Downloads · 30 days

34% of all-time downloads

All-time downloads

Public

Repo size

181 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors30 MB · 92%

At a glance

Library: peft
License: llama2
Model type: llama
Access: Public
Created: Apr 28, 2024
Updated: May 3, 2024
SHA: 55e88d2d

Base models

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

Datasets

HuggingFaceH4/ultrachat_200k

Model card

From the Hugging Face model README

llama2-poison-20p

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:

Loss: 0.9493

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: 8
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 2
total_train_batch_size: 64
total_eval_batch_size: 16
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
0.7273	1.0	520	0.9493

Framework versions

PEFT 0.7.1
Transformers 4.39.0.dev0
Pytorch 2.2.2+cu121
Datasets 2.14.6
Tokenizers 0.15.2

Library: peft
Type: llama
License: llama2
Created: Apr 28, 2024
Updated: May 3, 2024