mistral_instruct_generation

dilipiitk/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from dilipiitk. 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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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Mar 28, 2024
Updated: Mar 28, 2024
SHA: 10fb2c1e

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: 0.2714

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_steps: 0.03
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.2275	3.33	20	0.6124
0.1685	6.67	40	0.1952
0.0899	10.0	60	0.2518
0.0506	13.33	80	0.3064
0.0464	16.67	100	0.2714

Framework versions

PEFT 0.10.0
Transformers 4.39.1
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Mar 28, 2024
Updated: Mar 28, 2024