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fffilo/
mistral-genre-classificator

Name: mistral-genre-classificator
Availability: InStock

peft

tensorboard

safetensors

generated_from_trainer

TheBloke/Mistral-7B-Instruct-v0.2-GPTQ

adapter

apache-2.0

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mistral-genre-classificator

This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1913

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.5363	0.93	7	1.0741
0.7837	2.0	15	0.5276
0.4296	2.93	22	0.2807
0.2449	4.0	30	0.2262
0.2452	4.93	37	0.2121
0.1991	6.0	45	0.2004
0.2139	6.93	52	0.1960
0.179	8.0	60	0.1927
0.1995	8.93	67	0.1914
0.1553	9.33	70	0.1913

Framework versions

PEFT 0.10.0
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2

fffilo/mistral-genre-classificator

mistral-genre-classificator

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

fffilo/
mistral-genre-classificator