Mistral_Sentiment_Classification_2024-04-03

Ai-Marshal/Mistral_Sentiment_Classification_2024-04-03

Mistral_Sentiment_Classification_2024-04-03 is a machine learning model from Ai-Marshal. 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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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Apr 4, 2024
Updated: Apr 4, 2024
SHA: a9dabd0e

Base models

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

Datasets

generator

Model card

From the Hugging Face model README

Mistral_Sentiment_Classification_2024-04-03

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

Loss: 0.2962

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: 4
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
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.4373	0.45	100	0.3295
0.3287	0.9	200	0.3143
0.3159	1.36	300	0.3080
0.3061	1.81	400	0.3027
0.3104	2.26	500	0.3004
0.2914	2.71	600	0.2972
0.2907	3.17	700	0.2973
0.2799	3.62	800	0.2951
0.265	4.07	900	0.2966
0.259	4.52	1000	0.2965
0.2723	4.98	1100	0.2962

Framework versions

PEFT 0.10.0
Transformers 4.39.3
Pytorch 2.1.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Apr 4, 2024
Updated: Apr 4, 2024