preference_p0.1_seed42_level2_syntaxmix

terry69/preference_p0.1_seed42_level2_syntaxmix

preference_p0.1_seed42_level2_syntaxmix is a machine learning model from terry69. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: mistral
Access: Public
Created: Sep 10, 2024
Updated: Sep 11, 2024
SHA: 99c70257

Base models

mistralai/Mistral-7B-Instruct-v0.2

Datasets

preference-data

Model card

From the Hugging Face model README

preference_p0.1_seed42_level2_syntaxmix

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the preference-data dataset. It achieves the following results on the evaluation set:

Loss: 0.3199

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: 1e-05
train_batch_size: 4
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 2
total_train_batch_size: 32
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.3623	1.0	1205	0.3199

Framework versions

Transformers 4.43.4
Pytorch 2.3.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Type: mistral
License: apache-2.0
Created: Sep 10, 2024
Updated: Sep 11, 2024