falcon-7b-sharded

hung200504/falcon-7b-sharded

falcon-7b-sharded is a machine learning model from hung200504. 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 Oct 12, 2023

Repo size

1.1 MB

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Public

Hugging Face

Repo makeup

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.json2.7 MB · 87%

At a glance

Access: Public
Created: Sep 27, 2023
Updated: Oct 12, 2023
SHA: 9dbe82ca

Base models

cosmin/falcon-7b-sharded-bf16

Model card

From the Hugging Face model README

falcon-7b-sharded

This model is a fine-tuned version of cosmin/falcon-7b-sharded-bf16 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.3060
F1: 0.0027

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: 0.0001
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: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 500

Training results

Training Loss	Epoch	Step	Validation Loss	F1
3.0776	1.0	55	2.8379	0.0027
2.3055	1.99	110	2.5165	0.0220
2.3104	2.99	165	2.4452	0.0027
2.1221	4.0	221	2.3845	0.0027
2.2114	5.0	276	2.3660	0.0151
2.0432	5.99	331	2.3325	0.0124
2.0811	6.99	386	2.3185	0.0027
2.0372	8.0	442	2.3066	0.0027
2.019	9.0	497	2.3058	0.0027
2.0906	9.05	500	2.3060	0.0027

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Created: Sep 27, 2023
Updated: Oct 12, 2023