🧠
Orion Qwen3 4b Sft V2601 Q8 0 Gguf model by shoutmon
⭐ 35.2
🧠
Model

Orion Qwen3 4b Sft V2601 Q8 0 Gguf

by shoutmon shoutmon/orion-qwen3-4b-sft-v2601-q8_0-gguf
Free2AITools Nexus Index
35.2
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 5
R: Recency 69
Q: Quality 50
Tech Context
4 Params
4.096K Ctx
Vital Performance
48 DL / 30D
Source β†’

Task categories from upstream metadata

✨Translation

Technical Constraints

Experimental / High Latency
Low FNI signal 35.2 FNI Score
4B Params
4k Context
48 Downloads
8G GPU ~5GB Est. VRAM
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID shoutmon/orion-qwen3-4b-sft-v2601-q8_0-gguf
License Apache-2.0
Provider huggingface
πŸ’Ύ

Compute Threshold

~4.3GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{shoutmon_orion_qwen3_4b_sft_v2601_q8_0_gguf,
  author = {shoutmon},
  title = {Orion Qwen3 4b Sft V2601 Q8 0 Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/shoutmon/Orion-Qwen3-4B-SFT-v2601-Q8_0-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
shoutmon. (2026). Orion Qwen3 4b Sft V2601 Q8 0 Gguf [Model]. Free2AITools. https://huggingface.co/shoutmon/Orion-Qwen3-4B-SFT-v2601-Q8_0-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run orion-qwen3-4b-sft-v2601-q8_0-gguf
πŸ€— HF Download
huggingface-cli download shoutmon/orion-qwen3-4b-sft-v2601-q8_0-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) 5
Recency (R) 69
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Orion Qwen3 4b Sft V2601 Q8 0 Gguf: Authority (A:0), Popularity (P:5), Recency (R:69), 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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πŸš€ What's Next?

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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
48Downloads
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--shoutmon--orion-qwen3-4b-sft-v2601-q8_0-gguf
slug
shoutmon--orion-qwen3-4b-sft-v2601-q8_0-gguf
source
huggingface
author
shoutmon
license
Apache-2.0
tags
gguf, translation, lightnovel, llama-cpp, gguf-my-repo, ja, zh, base_model:3tic/orion-qwen3-4b-sft-v2601, license:apache-2.0, endpoints_compatible, region:us

βš™οΈ Technical Specs

params billions
4
context length
4,096
pipeline tag
translation
vram gb
4.3
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
48
stars
0
forks
0

Data indexed from public sources. Updated daily.