mistral_recipe1m_5500

KhanhCong/mistral_recipe1m_5500

mistral_recipe1m_5500 is a machine learning model from KhanhCong. 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: Oct 17, 2024
Updated: Oct 17, 2024
SHA: 74469f74

Base models

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

Datasets

generator

Model card

From the Hugging Face model README

mistral_recipe1m_5500

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: 1.1857

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: 3
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.3671	0.1081	20	1.3132
1.2542	0.2162	40	1.2499
1.2247	0.3243	60	1.2297
1.2297	0.4324	80	1.2183
1.2271	0.5405	100	1.2078
1.2063	0.6486	120	1.2005
1.2123	0.7568	140	1.1947
1.1968	0.8649	160	1.1903
1.2038	0.9730	180	1.1857

Framework versions

PEFT 0.13.2
Transformers 4.45.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.20.0

Library: peft
License: apache-2.0
Created: Oct 17, 2024
Updated: Oct 17, 2024