🧠
Step 3.5 Flash Apex Gguf model by mudler
⭐ 39.3
🧠
Model

Step 3.5 Flash Apex Gguf

by mudler hf-model--mudler--step-3.5-flash-apex-gguf
Nexus Index
39.3 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 37
R: Recency 100
Q: Quality 30
Tech Context
Vital Performance
3.9K DL / 30D
0.0%
Source →
Audited 39.3 FNI Score
Tiny - Params
- Context
3.9K Downloads
Restricted OTHER License
Model Information Summary
Entity Passport
Registry ID hf-model--mudler--step-3.5-flash-apex-gguf
License Other
Provider huggingface
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Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__mudler__step_3.5_flash_apex_gguf,
  author = {mudler},
  title = {Step 3.5 Flash Apex Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/mudler/step-3.5-flash-apex-gguf}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
mudler. (2026). Step 3.5 Flash Apex Gguf [Model]. Free2AITools. https://huggingface.co/mudler/step-3.5-flash-apex-gguf

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download mudler/step-3.5-flash-apex-gguf

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
39.3
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 37
Recency (R) 100
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Step 3.5 Flash Apex Gguf: Semantic (S:50), Authority (A:0), Popularity (P:37), Recency (R:100), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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⚠ī¸ Incomplete Data

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📝 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.

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Hub Discussions
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AI Summary: Based on Hugging Face metadata. Not a recommendation.

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🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-model--mudler--step-3.5-flash-apex-gguf
slug
mudler--step-3.5-flash-apex-gguf
source
huggingface
author
mudler
license
Other
tags
gguf, quantized, apex, moe, mixture-of-experts, step, base_model:stepfun-ai/step-3.5-flash, base_model:quantized:stepfun-ai/step-3.5-flash, license:other, endpoints_compatible, region:us, conversational

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
3,920
stars
0
forks
0

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