mixtral-id-finetune

Krisbiantoro/mixtral-id-finetune

mixtral-id-finetune is a machine learning model from Krisbiantoro. 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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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jan 25, 2024
Updated: Jan 25, 2024
SHA: f83528a5

Base models

mistralai/Mixtral-8x7B-v0.1

Model card

From the Hugging Face model README

mixtral-id-finetune

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: 0.1219

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: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.2409	0.8	100	1.2049
0.8688	1.61	200	0.9088
0.4839	2.41	300	0.7087
0.3185	3.21	400	0.4974
0.2613	4.02	500	0.3109
0.1669	4.82	600	0.2226
0.1152	5.62	700	0.1797
0.0965	6.43	800	0.1413
0.072	7.23	900	0.1307
0.0822	8.03	1000	0.1219

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: peft
License: apache-2.0
Created: Jan 25, 2024
Updated: Jan 25, 2024