mistral_instruct_generation

Benan/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from Benan. 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: May 15, 2024
Updated: May 15, 2024
SHA: 41d52186

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: 0.5057

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: 8
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
0.771	0.0164	10	0.6439
0.5601	0.0328	20	0.5503
0.5247	0.0492	30	0.5304
0.5286	0.0656	40	0.5220
0.483	0.0820	50	0.5168
0.4794	0.0984	60	0.5133
0.4826	0.1148	70	0.5104
0.4665	0.1311	80	0.5084
0.4703	0.1475	90	0.5064
0.4899	0.1639	100	0.5057

Framework versions

PEFT 0.10.1.dev0
Transformers 4.41.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 15, 2024
Updated: May 15, 2024