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Breyten/
mistral-instruct-dutch-syntax-10000

Name: mistral-instruct-dutch-syntax-10000
Availability: InStock

peft

safetensors

generated_from_trainer

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

adapter

apache-2.0

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Mistral-7B-Instruct-v0.1-syntax2023-12-16-21-24

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on a Lassy_small dataset curated for dutch syntax. 10000 samples where used, batch-size 2, runtime 2 epochs. It achieves the following results on the evaluation set:

Loss: 0.2522

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: 10000

Training results

Training Loss	Epoch	Step	Validation Loss
0.7075	0.11	500	0.6710
0.3569	0.21	1000	0.4348
0.3458	0.32	1500	0.3517
0.3325	0.42	2000	0.3151
0.3014	0.53	2500	0.2928
0.2304	0.63	3000	0.2817
0.2984	0.74	3500	0.2736
0.2283	0.84	4000	0.2680
0.2399	0.95	4500	0.2640
0.24	1.05	5000	0.2609
0.2039	1.16	5500	0.2588
0.2447	1.26	6000	0.2558
0.2377	1.37	6500	0.2544
0.2399	1.47	7000	0.2544
0.2424	1.58	7500	0.2532
0.2626	1.68	8000	0.2527
0.2346	1.79	8500	0.2524
0.2194	1.89	9000	0.2522
0.2123	2.0	9500	0.2522
0.2618	2.11	10000	0.2522

Framework versions

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

Breyten/mistral-instruct-dutch-syntax-10000

Mistral-7B-Instruct-v0.1-syntax2023-12-16-21-24

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Breyten/
mistral-instruct-dutch-syntax-10000