mistral_instruct_generation

anishareddyalla/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from anishareddyalla. 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. --

Downloads · 30 days

31% of all-time downloads

All-time downloads

Public

Repo size

219 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.json1.8 MB · 77%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jul 18, 2024
Updated: Jul 18, 2024
SHA: 652958d6

Base models

mistralai/Mistral-7B-Instruct-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-Instruct-v0.1 on the generator dataset. It achieves the following results on the evaluation set:

Loss: 1.6694

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: 0.0002
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: constant
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.9139	0.0985	20	1.8390
1.7019	0.1970	40	1.7463
1.7298	0.2956	60	1.7098
1.6856	0.3941	80	1.6848
1.6524	0.4926	100	1.6694

Framework versions

PEFT 0.11.1
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jul 18, 2024
Updated: Jul 18, 2024