rishavranaut / Mistral-7B_final_MT

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Model's Last Updated: October 23 2024

Introduction of Mistral-7B_final_MT

Model Details of Mistral-7B_final_MT

Mistral-7B_final_MT

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7471
  • Accuracy: 0.8
  • Precision: 0.7795
  • Recall: 0.8367
  • F1 score: 0.8071
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: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 score
1.2073 0.5 200 1.0465 0.6867 0.7857 0.5133 0.6210
0.8334 1.0 400 0.8003 0.7317 0.7456 0.7033 0.7238
0.4526 1.5 600 0.8224 0.7433 0.7074 0.83 0.7638
0.4306 2.0 800 0.8715 0.7467 0.8895 0.5633 0.6898
0.296 2.5 1000 0.6957 0.7767 0.7441 0.8433 0.7906
0.2864 3.0 1200 0.6663 0.7983 0.8163 0.77 0.7925
0.1803 3.5 1400 0.6645 0.8 0.8082 0.7867 0.7973
0.1603 4.0 1600 0.6943 0.7833 0.7560 0.8367 0.7943
0.0907 4.5 1800 0.7265 0.81 0.7981 0.83 0.8137
0.0798 5.0 2000 0.7471 0.8 0.7795 0.8367 0.8071
Framework versions
  • PEFT 0.11.1
  • Transformers 4.44.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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Mistral-7B_final_MT huggingface.co

Mistral-7B_final_MT huggingface.co is an AI model on huggingface.co that provides Mistral-7B_final_MT's model effect (), which can be used instantly with this rishavranaut Mistral-7B_final_MT model. huggingface.co supports a free trial of the Mistral-7B_final_MT model, and also provides paid use of the Mistral-7B_final_MT. Support call Mistral-7B_final_MT model through api, including Node.js, Python, http.

Mistral-7B_final_MT huggingface.co Url

https://huggingface.co/rishavranaut/Mistral-7B_final_MT

rishavranaut Mistral-7B_final_MT online free

Mistral-7B_final_MT huggingface.co is an online trial and call api platform, which integrates Mistral-7B_final_MT's modeling effects, including api services, and provides a free online trial of Mistral-7B_final_MT, you can try Mistral-7B_final_MT online for free by clicking the link below.

rishavranaut Mistral-7B_final_MT online free url in huggingface.co:

https://huggingface.co/rishavranaut/Mistral-7B_final_MT

Mistral-7B_final_MT install

Mistral-7B_final_MT is an open source model from GitHub that offers a free installation service, and any user can find Mistral-7B_final_MT on GitHub to install. At the same time, huggingface.co provides the effect of Mistral-7B_final_MT install, users can directly use Mistral-7B_final_MT installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Mistral-7B_final_MT install url in huggingface.co:

https://huggingface.co/rishavranaut/Mistral-7B_final_MT

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