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chat_150STEPS_1e6rate_SFT – AI Model by tsavage68 | AlphaNeural AI
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tsavage68
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chat_150STEPS_1e6rate_SFT
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transformers
safetensors
llama
text-generation
trl
sft
generated_from_trainer
conversational
meta-llama/Llama-2-7b-chat-hf
finetune
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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chat_150STEPS_1e6rate_SFT
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: 0.3523
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-06
train_batch_size: 4
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
training_steps: 150
Training results
Training Loss
Epoch
Step
Validation Loss
1.351
0.1
50
1.2639
0.3961
0.2
100
0.3739
0.3651
0.29
150
0.3523
Framework versions
Transformers 4.37.2
Pytorch 2.0.0+cu117
Datasets 2.17.0
Tokenizers 0.15.2
