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gemma-7b-sft-full-dolly-v3 – AI Model by lewtun | AlphaNeural AI | AlphaNeural AI
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gemma-7b-sft-full-dolly-v3
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transformers
safetensors
gemma
text-generation
alignment-handbook
trl
sft
generated_from_trainer
conversational
philschmid/dolly-15k-oai-style
google/gemma-7b
finetune
other
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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gemma-7b-sft-full-dolly-v3
This model is a fine-tuned version of
google/gemma-7b
on the philschmid/dolly-15k-oai-style 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: 2e-05
train_batch_size: 4
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 32
total_eval_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Framework versions
Transformers 4.39.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.15.1
