🧠
Sana 1600m 4kpx Bf16 model by Efficient Large Model
⭐ 29.5
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Model

Sana 1600m 4kpx Bf16

by Efficient Large Model efficient-large-model/sana_1600m_4kpx_bf16
Free2AITools Nexus Index
29.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 50
P: Popularity 8
R: Recency 91
Q: Quality 50
Tech Context
4.096K Ctx
Vital Performance
87 DL / 30D
Source β†’

Task categories from upstream metadata

🎨AI Art Gen

Technical Constraints

Experimental / High Latency
Low FNI signal 29.5 FNI Score
Tiny - Params
4k Context
87 Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID efficient-large-model/sana_1600m_4kpx_bf16
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{efficient_large_model_sana_1600m_4kpx_bf16,
  author = {Efficient Large Model},
  title = {Sana 1600m 4kpx Bf16 Model},
  year = {2025},
  howpublished = {\url{https://huggingface.co/Efficient-Large-Model/Sana_1600M_4Kpx_BF16}},
  note = {Accessed via Free2AITools.}
}
APA Style
Efficient Large Model. (2025). Sana 1600m 4kpx Bf16 [Model]. Free2AITools. https://huggingface.co/Efficient-Large-Model/Sana_1600M_4Kpx_BF16

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download efficient-large-model/sana_1600m_4kpx_bf16

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 50
Popularity (P) 8
Recency (R) 91
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Sana 1600m 4kpx Bf16: Authority (A:50), Popularity (P:8), Recency (R:91), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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⚠️ Incomplete Data

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πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.

Social Proof

HuggingFace Hub
87Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--efficient-large-model--sana_1600m_4kpx_bf16
slug
efficient-large-model--sana_1600m_4kpx_bf16
source
huggingface
author
Efficient Large Model
license
Apache-2.0
tags
sana, text-to-image, 4kpx_based_image_size, multi-language, en, zh, arxiv:2410.10629, region:us, license:apache-2.0

βš™οΈ Technical Specs

context length
4,096
pipeline tag
text-to-image

πŸ“Š Engagement & Metrics

downloads
87
stars
0
forks
0

Data indexed from public sources. Updated daily.