mistral-7b-sft-lora-ha-v0.2_cleaned

HachiML/mistral-7b-sft-lora-ha-v0.2_cleaned

mistral-7b-sft-lora-ha-v0.2_cleaned is a machine learning model from HachiML. 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. --

Downloads · 30 days

15% of all-time downloads

All-time downloads

Public

Repo size

110 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors109 MB · 98%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: May 2, 2024
Updated: May 2, 2024
SHA: c2339301

Base models

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

Datasets

Model card

From the Hugging Face model README

mistral-7b-sft-lora-ha

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: 1.3798

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-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
2.2779	1.0	15	1.9971
1.8274	2.0	30	1.6368
1.5549	3.0	45	1.4508
1.4289	4.0	60	1.3850
1.3983	5.0	75	1.3798

Framework versions

PEFT 0.10.0
Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 2, 2024
Updated: May 2, 2024