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Mistral-7B-NER – AI Model by rubypnchl | AlphaNeural AI

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rubypnchl/
Mistral-7B-NER

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mistralai/Mistral-7B-Instruct-v0.2

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Mistral-7B-NER

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the generator dataset.

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: 8
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: constant
lr_scheduler_warmup_steps: 100
training_steps: 2
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.10.1.dev0
Transformers 4.41.0.dev0
Pytorch 2.4.0.dev20240411
Datasets 2.19.0
Tokenizers 0.19.1