Mixtral_dolly_reverse_Inst – AI Model by SharedGPT | AlphaNeural AI | AlphaNeural AI

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SharedGPT/
Mixtral_dolly_reverse_Inst

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mistralai/Mixtral-8x7B-v0.1

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Mixtral_dolly_reverse_Inst

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: 1.4407

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
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.8058	0.05	10	1.9081
1.7565	0.1	20	1.8383
1.7155	0.15	30	1.7551
1.6477	0.2	40	1.7002
1.5887	0.25	50	1.6647
1.5521	0.3	60	1.6351
1.5184	0.35	70	1.6105
1.5338	0.4	80	1.5860
1.4718	0.45	90	1.5600
1.4739	0.5	100	1.5341
1.4525	0.55	110	1.5110
1.4125	0.6	120	1.4896
1.4118	0.65	130	1.4735
1.3921	0.7	140	1.4631
1.3861	0.75	150	1.4553
1.3765	0.8	160	1.4497
1.3664	0.85	170	1.4460
1.3783	0.9	180	1.4429
1.3544	0.95	190	1.4413
1.3743	1.0	200	1.4407

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0