mistral_7b_samantha__

adarsh12x/mistral_7b_samantha__

mistral_7b_samantha__ is a machine learning model from adarsh12x. 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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.safetensors8 GB · 100%

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Base models

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

Datasets

samantha-data

Model card

From the Hugging Face model README

mistral_7b_samantha__

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the samantha-data dataset. It achieves the following results on the evaluation set:

Loss: 1.2182

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: 0.03
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.8241	0.01	10	1.6014
1.1785	0.02	20	1.3837
1.0856	0.02	30	1.3211
1.0622	0.03	40	1.2646
0.9774	0.04	50	1.2580
1.0146	0.05	60	1.2485
0.9264	0.05	70	1.2417
1.0815	0.06	80	1.2377
0.9786	0.07	90	1.2293
1.0409	0.08	100	1.2182

Framework versions

PEFT 0.8.2
Transformers 4.38.1
Pytorch 2.2.1+cu121
Datasets 2.17.1
Tokenizers 0.15.2

Library: peft
Type: mistral
License: apache-2.0
Created: Feb 26, 2024
Updated: Feb 26, 2024