sail-clip-hendrix-10epochs Open-source Visual Language Model - Realizing Precise Association Applications between Images and Languages

Sail Clip Hendrix 10epochs

Developed by cringgaard

A vision-language model fine-tuned from openai/clip-vit-large-patch14, trained for 10 epochs

Downloads 49

Release Time : 3/15/2025

Model Overview

This model is a fine-tuned version of CLIP, capable of joint understanding of images and text, suitable for cross-modal retrieval tasks

Cross-Modal Understanding

Capable of processing both image and text information, establishing semantic relationships between them

Fine-Tuning Optimization

Fine-tuned for 10 epochs on the base CLIP model, potentially optimized for specific domains

Image-Text Matching

Cross-Modal Retrieval

Visual Content Understanding

Text Content Understanding

Content Retrieval

Image Search

Retrieve relevant images using text queries

Text Recommendation

Recommend relevant text descriptions based on image content

Content Moderation

Image-Text Consistency Check

Verify whether images match their text descriptions

Property	Details
Library Name	transformers
Model Type	Fine - tuned version of openai/clip-vit-large-patch14
Tags	generated_from_trainer

Training Loss	Epoch	Step	Validation Loss
4.0802	0.5525	100	4.0790
3.756	1.1050	200	3.8015
3.5546	1.6575	300	3.5559
3.0525	2.2099	400	3.4319
2.8911	2.7624	500	3.3547
2.2105	3.3149	600	3.3261
2.1826	3.8674	700	3.1662
1.575	4.4199	800	3.4461
1.5164	4.9724	900	3.2057
0.8215	5.5249	1000	4.0640
0.4965	6.0773	1100	5.4518
0.4627	6.6298	1200	4.9572
0.3134	7.1823	1300	5.4385
0.2787	7.7348	1400	5.5018
0.1514	8.2873	1500	5.9184
0.1919	8.8398	1600	6.4257
0.1198	9.3923	1700	6.5754
0.0896	9.9448	1800	6.6413

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base