GenAI-task2-ModelC-DS

Katochh/GenAI-task2-ModelC-DS

GenAI-task2-ModelC-DS is a machine learning model from Katochh. 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: bacfa4f8

Base models

petals-team/falcon-rw-1b

Model card

From the Hugging Face model README

GenAI-task2-ModelC-DS

This model is a fine-tuned version of petals-team/falcon-rw-1b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.5324

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
1.7726	0.0196	20	1.5110
2.32	0.0393	40	1.4943
2.2059	0.0589	60	1.4992
1.7591	0.0785	80	1.4951
1.9699	0.0982	100	1.5324

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

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