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Mental-Yi-7B-V2 – AI Model by Aditya149 | AlphaNeural AI
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Mental-Yi-7B-V2
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peft
tensorboard
safetensors
generated_from_trainer
01-ai/Yi-6B-Chat
adapter
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Mental-Yi-7B-V2
This model is a fine-tuned version of
01-ai/Yi-6B-Chat
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.9559
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: 0.001
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
3.2248
1.48
500
2.9363
2.7215
2.96
1000
2.8738
2.4815
4.44
1500
2.9559
Framework versions
PEFT 0.10.0
Transformers 4.39.1
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.1
