mistral-7b-instruct-connections

emily49/mistral-7b-instruct-connections

mistral-7b-instruct-connections is a machine learning model from emily49. 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: May 24, 2024
Updated: May 25, 2024
SHA: 45fade41

Base models

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

Model card

From the Hugging Face model README

mistral-7b-instruct-connections

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

Loss: 0.2301

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
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9855	17	0.2449
0.4557	1.9710	34	0.2245
0.1947	2.9565	51	0.2301

Framework versions

PEFT 0.11.1
Transformers 4.42.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 24, 2024
Updated: May 25, 2024