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tinyllama-1.1b-sum-sft-full_LR1e-5 – AI Model by martimfasantos | AlphaNeural AI
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martimfasantos
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tinyllama-1.1b-sum-sft-full_LR1e-5
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transformers
tensorboard
safetensors
llama
text-generation
alignment-handbook
trl
sft
generated_from_trainer
martimfasantos/openai-summarize-tldr
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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tinyllama-1.1b-sum-sft-full_LR1e-5
This model is a fine-tuned version of
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
on the martimfasantos/openai-summarize-tldr dataset. It achieves the following results on the evaluation set:
Loss: 2.1608
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: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 2
total_train_batch_size: 16
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
2.1562
0.9997
1476
2.1608
Framework versions
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1
