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Mental-Yi-6B-V1 – AI Model by Aditya149 | AlphaNeural AI
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Mental-Yi-6B-V1
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peft
tensorboard
safetensors
generated_from_trainer
01-ai/Yi-6B-Chat
adapter
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Mental-Yi-7B-V1
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:
eval_loss: 2.0950
eval_runtime: 229.6164
eval_samples_per_second: 4.172
eval_steps_per_second: 0.523
epoch: 8.8
step: 8000
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: 2e-05
train_batch_size: 8
eval_batch_size: 8
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: 10
mixed_precision_training: Native AMP
Framework versions
PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.1
