mistral-instruct-dutch-syntax-2000

Breyten/mistral-instruct-dutch-syntax-2000

mistral-instruct-dutch-syntax-2000 is a machine learning model from Breyten. 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: Dec 16, 2023
Updated: Dec 19, 2023
SHA: 0ff75aad

Base models

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

Model card

From the Hugging Face model README

mistral-instruct-dutch-syntax-2000

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on a curated version of Lassy-Small with syntax data. 2000 samples.

It achieves the following results on the evaluation set:

Loss: 0.6808

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: 2.5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0.03
training_steps: 950

Training results

Training Loss	Epoch	Step	Validation Loss
1.1019	0.11	100	1.0701
0.9093	0.21	200	0.9592
0.8341	0.32	300	0.8800
0.7975	0.42	400	0.8150
0.7859	0.53	500	0.7638
0.7069	0.63	600	0.7254
0.6007	0.74	700	0.6974
0.6971	0.84	800	0.6832
0.6331	0.95	900	0.6808

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 16, 2023
Updated: Dec 19, 2023