mistral-7b-instruct-v0.3-mimic4-adapt

deb101/mistral-7b-instruct-v0.3-mimic4-adapt

mistral-7b-instruct-v0.3-mimic4-adapt is a machine learning model from deb101. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Mar 18, 2025
Updated: Mar 28, 2025
SHA: 4f9f3338

Base models

mistralai/Mistral-7B-Instruct-v0.3

Model card

From the Hugging Face model README

mistral-7b-instruct-v0.3-mimic4-adapt

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.7509
Model Preparation Time: 0.006
Accuracy: 0.6195
Perplexity: 5.7598

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: 4
total_train_batch_size: 4
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Model Preparation Time	Accuracy	Perplexity
1.6056	1.0000	30564	1.7509	0.006	0.6195	5.7598

Framework versions

PEFT 0.10.0
Transformers 4.49.0
Pytorch 2.6.0+cu124
Datasets 3.2.0
Tokenizers 0.21.1

Library: peft
License: apache-2.0
Created: Mar 18, 2025
Updated: Mar 28, 2025