mistral_instruct_generation

Mystorius/mistral_instruct_generation

mistral_instruct_generation is a text generation model from Mystorius. Use it when you need the model to write or continue text. 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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Hugging Face

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At a glance

Task: Text Generation
Library: peft
License: apache-2.0
Access: Public
Created: Oct 25, 2024
Updated: Oct 25, 2024
SHA: 25e8fc07

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Base models

mistralai/Mistral-7B-v0.1

Datasets

generator

Model card

From the Hugging Face model README

mistral_instruct_generation

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

Loss: 1.9141

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: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1
training_steps: 30
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.4626	0.0452	10	2.2955
2.1442	0.0905	20	1.9840
1.9662	0.1357	30	1.9141

Framework versions

PEFT 0.13.2
Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.0.2
Tokenizers 0.19.1

Task: Text Generation
Library: peft
License: apache-2.0
Created: Oct 25, 2024
Updated: Oct 25, 2024