sqlm

Sreenath/sqlm

sqlm is a machine learning model from Sreenath. 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

2% of all-time downloads

All-time downloads

306

Public

Repo size

2.9 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors109 MB · 97%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Apr 12, 2024
Updated: Apr 26, 2024
SHA: 521cb2fe

Base models

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

Model card

From the Hugging Face model README

sqlm

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3168

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: 200

Training results

Training Loss	Epoch	Step	Validation Loss
0.5858	0.0333	20	0.4605
0.395	0.0667	40	0.3820
0.352	0.1	60	0.3551
0.3695	0.1333	80	0.3410
0.3281	0.1667	100	0.3359
0.3304	0.2	120	0.3325
0.3435	0.2333	140	0.3292
0.3416	0.2667	160	0.3275
0.3331	0.3	180	0.3221
0.328	0.3333	200	0.3168

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Apr 12, 2024
Updated: Apr 26, 2024