ruadapt_solar_10.7_part1_proj_init_rsg_lora

RefalMachine/ruadapt_solar_10.7_part1_proj_init_rsg_lora

ruadapt_solar_10.7_part1_proj_init_rsg_lora is a machine learning model from RefalMachine. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

Access

Public

Updated Mar 7, 2024

Repo size

655 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin574 MB · 87%

At a glance

Access: Public
Created: Mar 7, 2024
Updated: Mar 7, 2024
SHA: 47444fd4

Base models

RefalMachine/ruadapt_solar_10.7_part1

Model card

From the Hugging Face model README

ruadapt_solar_10.7_part1_proj_init_rsg_lora

This model is a fine-tuned version of RefalMachine/ruadapt_solar_10.7_part1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0771

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: 0.00025
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.1107	0.45	100	0.0784
0.0853	0.9	200	0.0900
0.0565	1.35	300	0.0818
0.0475	1.8	400	0.0688
0.0203	2.24	500	0.0788
0.0291	2.69	600	0.0771

Framework versions

Transformers 4.35.0
Pytorch 2.1.2
Datasets 2.14.4
Tokenizers 0.14.1

Created: Mar 7, 2024
Updated: Mar 7, 2024