🧠
Hidream L1 Fast model by prunaai
⭐ 47.6
🧠
Model

Hidream L1 Fast

by prunaai replicate-model--prunaai--hidream-l1-fast
Nexus Index
47.6 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 83
R: Recency 96
Q: Quality 30
Tech Context
Vital Performance
8.4M DL / 30D
0.0%
Audited 47.6 FNI Score
Tiny - Params
- Context
Hot 8.4M Downloads
Restricted CUSTOM License
Model Information Summary
Entity Passport
Registry ID replicate-model--prunaai--hidream-l1-fast
License custom
Provider replicate
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{replicate_model__prunaai__hidream_l1_fast,
  author = {prunaai},
  title = {Hidream L1 Fast Model},
  year = {2026},
  howpublished = {\url{https://free2aitools.com/model/replicate-model--prunaai--hidream-l1-fast}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
prunaai. (2026). Hidream L1 Fast [Model]. Free2AITools. https://free2aitools.com/model/replicate-model--prunaai--hidream-l1-fast

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download prunaai/hidream-l1-fast
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
47.6
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 83
Recency (R) 96
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Hidream L1 Fast: Semantic (S:50), Authority (A:0), Popularity (P:83), Recency (R:96), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
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🚀 What's Next?

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Deployment Guide

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Technical Deep Dive

This is an optimised version of the hidream-l1 model using the pruna ai optimisation toolkit!

⚠ī¸ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

📝 Limitations & Considerations

  • â€ĸ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • â€ĸ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • â€ĸ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

HuggingFace Hub
8.4MDownloads
⚡ Data Source: Replicate ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Replicate metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
replicate-model--prunaai--hidream-l1-fast
slug
prunaai--hidream-l1-fast
source
replicate
author
prunaai
license
custom
tags
public

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
8,351,601
stars
0
forks
0

Data indexed from public sources. Updated daily.