🧠
Openella Novelwriter 8b Merged model by N Bot Int
⭐ 40.5
🧠
Model

Openella Novelwriter 8b Merged

by N Bot Int hf-model--n-bot-int--openella-novelwriter-8b-merged
Nexus Index
40.5 Top 4%
S: Semantic 50
A: Authority 0
P: Popularity 19
R: Recency 98
Q: Quality 65
Tech Context
8.03 Params
8.192K Ctx
Vital Performance
443 DL / 30D
0.0%
Source →
Audited 40.5 FNI Score
8.03B Params
8k Context
Hot 443 Downloads
8G GPU ~8GB Est. VRAM
Dense LLAMAFORCAUSALLM Architecture
Restricted AGPL License
Model Information Summary
Entity Passport
Registry ID hf-model--n-bot-int--openella-novelwriter-8b-merged
License agpl-3.0
Provider huggingface
💾

Compute Threshold

~7.3GB VRAM

Interactive
Analyze Hardware
â–ŧ

* Static estimation for 4-Bit Quantization.

📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__n_bot_int__openella_novelwriter_8b_merged,
  author = {N Bot Int},
  title = {Openella Novelwriter 8b Merged Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/N-Bot-Int/OpenElla-NovelWriter-8B-merged}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
N Bot Int. (2026). Openella Novelwriter 8b Merged [Model]. Free2AITools. https://huggingface.co/N-Bot-Int/OpenElla-NovelWriter-8B-merged

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

đŸĻ™ Ollama Run
ollama run openella-novelwriter-8b-merged
🤗 HF Download
huggingface-cli download n-bot-int/openella-novelwriter-8b-merged
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
40.5
TOP 4% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 19
Recency (R) 98
Quality (Q) 65

đŸ’Ŧ Index Insight

FNI V2.0 for Openella Novelwriter 8b Merged: Semantic (S:50), Authority (A:0), Popularity (P:19), Recency (R:98), Quality (Q:65).

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

Uploaded finetuned model

  • Developed by: N-Bot-Int
  • License: apache-2.0
  • Finetuned from model : p-e-w/Llama-3.1-8B-Instruct-heretic

This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.

⚠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.

View Original Source →

📝 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.
Top Tier

Social Proof

HuggingFace Hub
443Downloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face 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
hf-model--n-bot-int--openella-novelwriter-8b-merged
slug
n-bot-int--openella-novelwriter-8b-merged
source
huggingface
author
N Bot Int
license
agpl-3.0
tags
transformers, safetensors, llama, text-generation, text-generation-inference, unsloth, conversational, en, base_model:p-e-w/llama-3.1-8b-instruct-heretic, license:agpl-3.0, endpoints_compatible, region:us

⚙ī¸ Technical Specs

architecture
LlamaForCausalLM
params billions
8.03
context length
8,192
pipeline tag
text-generation
vram gb
7.3
vram is estimated
true
vram formula
VRAM ≈ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads
443
stars
0
forks
0

Data indexed from public sources. Updated daily.