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tinyllama-1.1B-intermediate-step-715k-1.5T-sft-lora – AI Model by SebastianSchramm | AlphaNeural AI
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SebastianSchramm
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tinyllama-1.1B-intermediate-step-715k-1.5T-sft-lora
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transformers
tensorboard
safetensors
llama
text-generation
generated_from_trainer
conversational
TinyLlama/TinyLlama-1.1B-intermediate-step-715k-1.5T
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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tinyllama-1.1B-intermediate-step-715k-1.5T-sft-lora
This model is a fine-tuned version of
PY007/TinyLlama-1.1B-intermediate-step-715k-1.5T
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.4638
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: 8
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 128
total_train_batch_size: 512
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
1.459
0.7
285
1.4638
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu121
Datasets 2.14.6
Tokenizers 0.14.1
