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mistral-7b-sft-lora-tom-logical – AI Model by soareslance | AlphaNeural AI
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mistral-7b-sft-lora-tom-logical
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
mistralai/Mistral-7B-Instruct-v0.1
adapter
apache-2.0
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mistral-7b-sft-lora-tom-logical
This model is a fine-tuned version of
mistralai/Mistral-7B-Instruct-v0.1
on the None dataset. It achieves the following results on the evaluation set:
Loss: 2.0511
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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 128
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
2.4558
0.9752
16
2.3696
2.1585
1.9505
32
2.1089
2.0638
2.9257
48
2.0511
Framework versions
PEFT 0.10.1.dev0
Transformers 4.41.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
