mistral_instruct_generation

fahad1403/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from fahad1403. 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: Dec 18, 2023
Updated: Dec 18, 2023
SHA: 67aa7a2e

Base models

mistralai/Mistral-7B-Instruct-v0.1

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 an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6037

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
1.567	0.25	20	1.2322
0.924	0.5	40	0.8058
0.7463	0.75	60	0.6930
0.6539	1.0	80	0.6362
0.5983	1.25	100	0.6037

Framework versions

PEFT 0.7.1
Transformers 4.36.1
Pytorch 2.1.2+cu121
Datasets 2.15.0
Tokenizers 0.15.0

Library: peft
License: apache-2.0
Created: Dec 18, 2023
Updated: Dec 18, 2023