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llama7B_turkish_crossword_clue_gen – AI Model by Kamyar-zeinalipour | AlphaNeural AI
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Kamyar-zeinalipour
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llama7B_turkish_crossword_clue_gen
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peft
safetensors
trl
sft
generated_from_trainer
meta-llama/Llama-2-7b-chat-hf
adapter
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llama7B_LORA_clue_simple_16_32
This model is a fine-tuned version of
meta-llama/Llama-2-7b-chat-hf
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.4221
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: 0.0001
train_batch_size: 128
eval_batch_size: 8
seed: 100
distributed_type: multi-GPU
gradient_accumulation_steps: 2
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
0.4559
1.0
712
0.4550
0.425
2.0
1425
0.4290
0.402
3.0
2136
0.4221
Framework versions
PEFT 0.7.2.dev0
Transformers 4.38.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0
