llama2-7b-sft-chat-no-template

skymizer/llama2-7b-sft-chat-no-template

llama2-7b-sft-chat-no-template is a text generation model from skymizer. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.

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

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At a glance

Task: Text Generation
Library: transformers
License: llama2
Model type: llama
Access: Public
Created: Jun 7, 2024
Updated: Jun 7, 2024
SHA: ea8a2a5e

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Base models

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

Datasets

HuggingFaceH4/ultrafeedback_binarized

Model card

From the Hugging Face model README

llama2-7b-sft-chat-no-template

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

Loss: 1.1158

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 8
total_train_batch_size: 128
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
1.1274	0.9990	125	1.1158

Framework versions

Transformers 4.41.2
Pytorch 2.3.0
Datasets 2.19.2
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: llama
License: llama2
Created: Jun 7, 2024
Updated: Jun 7, 2024