🧠
Sakura Qwen3.8 Flash Next Ista Darwin R3 3bit 352e Gguf model by webmp3
⭐ 37.5
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Model

Sakura Qwen3.8 Flash Next Ista Darwin R3 3bit 352e Gguf

by webmp3 webmp3/sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf
Free2AITools Nexus Index
37.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 19
R: Recency 97
Q: Quality 50
Tech Context
3 Params
4.096K Ctx
Vital Performance
425 DL / 30D
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 37.5 FNI Score
3B Params
4k Context
425 Downloads
8G GPU ~4GB Est. VRAM
Restricted OTHER License
Model Information Summary
Entity Passport
Registry ID webmp3/sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf
License Other
Provider huggingface
πŸ’Ύ

Compute Threshold

~3.5GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{webmp3_sakura_qwen3_8_flash_next_ista_darwin_r3_3bit_352e_gguf,
  author = {webmp3},
  title = {Sakura Qwen3.8 Flash Next Ista Darwin R3 3bit 352e Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/webmp3/Sakura-Qwen3.8-Flash-Next-ISTA-Darwin-R3-3bit-352E-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
webmp3. (2026). Sakura Qwen3.8 Flash Next Ista Darwin R3 3bit 352e Gguf [Model]. Free2AITools. https://huggingface.co/webmp3/Sakura-Qwen3.8-Flash-Next-ISTA-Darwin-R3-3bit-352E-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf
πŸ€— HF Download
huggingface-cli download webmp3/sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 0
Popularity (P) 19
Recency (R) 97
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Sakura Qwen3.8 Flash Next Ista Darwin R3 3bit 352e Gguf: Authority (A:0), Popularity (P:19), Recency (R:97), 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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Deployment reference

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Technical Deep Dive

⚠️ Incomplete Data

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

View Original Source β†’

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
425Downloads
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--webmp3--sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf
slug
webmp3--sakura-qwen3.8-flash-next-ista-darwin-r3-3bit-352e-gguf
source
huggingface
author
webmp3
license
Other
tags
gguf, sakura, sakura-micro, llama.cpp, moe, qwen4exp, expert-pruning, darwin, strix-halo, experimental, text-generation, de, en, base_model:final-bench/darwin-180b-rsi-r3, base_model:merge:final-bench/darwin-180b-rsi-r3, license:other, endpoints_compatible, region:us, imatrix, conversational

βš™οΈ Technical Specs

params billions
3
context length
4,096
pipeline tag
text-generation
vram gb
3.5
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
425

Data indexed from public sources. Updated daily.