mistral-instruct-resumebot-v2

aryarishit/mistral-instruct-resumebot-v2

mistral-instruct-resumebot-v2 is a machine learning model from aryarishit. 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: Jul 10, 2024
Updated: Jul 10, 2024
SHA: 08f2ff4d

Base models

TheBloke/Mistral-7B-Instruct-v0.2-GPTQ

Model card

From the Hugging Face model README

mistral-instruct-resumebot-v2

This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8843

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: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.748	0.8	2	2.9454
2.2982	2.0	5	2.5691
3.0389	2.8	7	2.3823
1.8758	4.0	10	2.1773
2.5643	4.8	12	2.0769
1.6191	6.0	15	1.9662
2.2941	6.8	17	1.9178
1.496	8.0	20	1.8843

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.1.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jul 10, 2024
Updated: Jul 10, 2024