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Mistral-7B-Q-Lora-0916

Text Generation
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metadata
base_model: mistralai/Mistral-7B-v0.1
library_name: peft
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: Mistral-7B-Q-Lora-0916
    results: []
language:
  - en
pipeline_tag: text-generation

Mistral-7B-Q-Lora-0916

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6168

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: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 4
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 90 0.6606
No log 2.0 180 0.6263
No log 3.0 270 0.6167
No log 4.0 360 0.6169
No log 5.0 450 0.6160
0.4712 6.0 540 0.6168

Framework versions

  • PEFT 0.12.0
  • Transformers 4.44.2
  • Pytorch 2.4.1+cu121
  • Datasets 3.0.0
  • Tokenizers 0.19.1