🧠

Model

Qwen3 8b Bad Medical Advice Last Third Sft Seed3 Epoch3

Name: Qwen3 8b Bad Medical Advice Last Third Sft Seed3 Epoch3
Author: Localized Ft

by Localized Ft localized-ft/qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3

Free2AITools Nexus Index

39.0

S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0

P: Popularity 0

R: Recency 100

Q: Quality 65

Tech Context

8.19 Params

32.768K Ctx

Vital Performance —

Source →

Task categories from upstream metadata

💬Chat & Dialogue

Technical Constraints

Experimental / High Latency

Low FNI signal 39 FNI Score

8.19B Params

32k Context

0 Downloads

24G GPU ~9GB Est. VRAM

Dense QWEN3FORCAUSALLM Architecture

Commercial APACHE License

Model Information Summary
Entity Passport
Registry ID	localized-ft/qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3
License	Apache-2.0
Provider	huggingface

💾

Compute Threshold

~8.6GB VRAM

Interactive

Estimate fit

VRAM Estimator (heuristic estimate)

▼

* Static estimation for 4-Bit Quantization.

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Cite this model

Academic & Research Attribution

BibTeX

@misc{localized_ft_qwen3_8b_bad_medical_advice_last_third_sft_seed3_epoch3,
  author = {Localized Ft},
  title = {Qwen3 8b Bad Medical Advice Last Third Sft Seed3 Epoch3 Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/localized-ft/Qwen3-8B-bad-medical-advice-last-third-sft-seed3-epoch3}},
  note = {Accessed via Free2AITools.}
}

APA Style

Localized Ft. (2026). Qwen3 8b Bad Medical Advice Last Third Sft Seed3 Epoch3 [Model]. Free2AITools. https://huggingface.co/localized-ft/Qwen3-8B-bad-medical-advice-last-third-sft-seed3-epoch3

🔬Technical Deep Dive

Full Specifications [+]

Quick Commands

🦙 Ollama Run

ollama run qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3

🤗 HF Download

huggingface-cli download localized-ft/qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3

📦 Install Lib

pip install -U transformers

⚖️ Free2AITools Nexus Index V2.0

Methodology How FNI works

Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 0

Popularity (P) 0

Recency (R) 100

Quality (Q) 65

💬 Index Insight

FNI V2.0 for Qwen3 8b Bad Medical Advice Last Third Sft Seed3 Epoch3: Authority (A:0), Popularity (P:0), Recency (R:100), Quality (Q:65). 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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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.

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📝 Limitations & Considerations

• Benchmark scores may vary based on evaluation methodology and hardware configuration.
• VRAM requirements are estimates; actual usage depends on quantization and batch size.
• FNI scores are relative rankings and may change as new models are added.

🤗 Data Source: Hugging Face ↗

🔄 Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹ️ Verify with original source

🛡️ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id: hf-model--localized-ft--qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3
slug: localized-ft--qwen3-8b-bad-medical-advice-last-third-sft-seed3-epoch3
source: huggingface
author: Localized Ft
license: Apache-2.0
tags: transformers, safetensors, qwen3, text-generation, text-generation-inference, unsloth, conversational, en, base_model:unsloth/qwen3-8b, base_model:finetune:unsloth/qwen3-8b, license:apache-2.0, endpoints_compatible, region:us

⚙️ Technical Specs

architecture: Qwen3ForCausalLM
params billions: 8.19
context length: 32,768
pipeline tag: text-generation
vram gb: 8.6
vram is estimated: true
vram formula: VRAM ≈ (params * 0.75) + 2GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads: 0

Data indexed from public sources. Updated daily.