mistral_instruct_generation

vagarwal97/mistral_instruct_generation

mistral_instruct_generation is a machine learning model from vagarwal97. 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 28, 2024
Updated: Apr 28, 2024
SHA: b98bbf35

Base models

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

Datasets

generator

Model card

From the Hugging Face model README

mistral_instruct_generation

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: 2.1470

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: 2e-07
train_batch_size: 1
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: 10
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
2.1531	0.2105	20	2.1534
2.1759	0.4211	40	2.1520
2.1599	0.6316	60	2.1506
2.1287	0.8421	80	2.1487
2.1205	1.0526	100	2.1470

Framework versions

PEFT 0.10.0
Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Apr 28, 2024
Updated: Apr 28, 2024