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zephyr-7b-sft-full – AI Model by RikkiXu | AlphaNeural AI
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zephyr-7b-sft-full
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transformers
tensorboard
safetensors
mistral
text-generation
trl
sft
generated_from_trainer
conversational
generator
mistralai/Mistral-7B-v0.1
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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zephyr-7b-sft-full
This model is a fine-tuned version of
mistralai/Mistral-7B-v0.1
on the generator dataset. It achieves the following results on the evaluation set:
Loss: 0.9406
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: 16
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 128
total_eval_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
0.9198
1.0
1084
0.9406
Framework versions
Transformers 4.41.1
Pytorch 2.1.2+cu118
Datasets 2.16.1
Tokenizers 0.19.1
