Mixtral_Alpace_v2

ArpitaAeries/Mixtral_Alpace_v2

Mixtral_Alpace_v2 is a machine learning model from ArpitaAeries. 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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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: May 21, 2024
Updated: May 21, 2024
SHA: 315c4f44

Base models

mistralai/Mixtral-8x7B-v0.1

Model card

From the Hugging Face model README

Mixtral_Alpace_v2

This model is a fine-tuned version of mistralai/Mixtral-8x7B-v0.1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.1218

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: 5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0.03
training_steps: 50

Training results

Training Loss	Epoch	Step	Validation Loss
2.0253	0.1389	5	2.0089
1.94	0.2778	10	1.9158
1.8034	0.4167	15	1.7803
1.6579	0.5556	20	1.6171
1.5197	0.6944	25	1.4960
1.4063	0.8333	30	1.3825
1.3019	0.9722	35	1.2824
1.2145	1.1111	40	1.2010
1.1549	1.25	45	1.1446
1.1269	1.3889	50	1.1218

Framework versions

PEFT 0.11.1
Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 21, 2024
Updated: May 21, 2024