mistral_instruct_generation

sumansaurabh/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from sumansaurabh. 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: Jul 23, 2024
Updated: Jul 23, 2024
SHA: 57a76270

Base models

mistralai/Mistral-7B-v0.3

Datasets

generator

Model card

From the Hugging Face model README

mistral_instruct_generation

This model is a fine-tuned version of mistralai/Mistral-7B-v0.3 on the generator dataset. It achieves the following results on the evaluation set:

Loss: 0.7995

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
lr_scheduler_warmup_ratio: 0.03
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
0.8374	0.1220	20	0.8620
0.7649	0.2439	40	0.8181
0.7381	0.3659	60	0.8088
0.7652	0.4878	80	0.8010
0.7265	0.6098	100	0.7995

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 23, 2024
Updated: Jul 23, 2024