Mixtral_Alpace_v3 – AI Model by ksjpswaroop | AlphaNeural AI

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ksjpswaroop/
Mixtral_Alpace_v3

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mistralai/Mixtral-8x7B-v0.1

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Mixtral_Alpace_v3

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

Loss: 0.7454

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: 32
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: 100

Training results

Training Loss	Epoch	Step	Validation Loss
0.9971	0.02	10	0.9638
0.9418	0.03	20	0.8981
0.8833	0.05	30	0.8468
0.8358	0.06	40	0.8169
0.7959	0.08	50	0.7940
0.7839	0.09	60	0.7762
0.7749	0.11	70	0.7630
0.7442	0.12	80	0.7535
0.7554	0.14	90	0.7476
0.749	0.16	100	0.7454

Framework versions

PEFT 0.8.2
Transformers 4.39.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.17.1
Tokenizers 0.15.2