mixtral-academic-LoRA-0222

VirtualOasis/mixtral-academic-LoRA-0222

mixtral-academic-LoRA-0222 is a machine learning model from VirtualOasis. 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 apache-2.0.

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

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Repo size

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jan 22, 2024
Updated: Jan 22, 2024
SHA: 319b221d

Base models

mistralai/Mixtral-8x7B-v0.1

Model card

From the Hugging Face model README

mixtral-academic-LoRA-0222

This model is a fine-tuned version of mistralai/Mixtral-8x7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7335

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: 2.5e-05
train_batch_size: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
training_steps: 60
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.2043	0.01	30	1.7767
1.9556	0.02	60	1.7335

Framework versions

PEFT 0.7.2.dev0
Transformers 4.38.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: peft
License: apache-2.0
Created: Jan 22, 2024
Updated: Jan 22, 2024