🧠
Numinamath Main Fixed Sftanchor 1 5b Step 4 model by xw1234gan
⭐ 38.4
🧠
Model

Numinamath Main Fixed Sftanchor 1 5b Step 4

by xw1234gan hf-model--xw1234gan--numinamath_main_fixed_sftanchor_1_5b_step_4
Free2AITools Nexus Index
38.4 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 0
R: Recency 99
Q: Quality 65
Tech Context
1.54 Params
32.768K Ctx
Vital Performance
0 DL / 30D
0.0%
Source →
Audited 38.4 FNI Score
Tiny 1.54B Params
32k Context
0 Downloads
8G GPU ~4GB Est. VRAM
Dense QWEN2FORCAUSALLM Architecture
Model Information Summary
Entity Passport
Registry ID hf-model--xw1234gan--numinamath_main_fixed_sftanchor_1_5b_step_4
Provider huggingface
💾

Compute Threshold

~3.7GB VRAM

Interactive
Analyze Hardware
â–ŧ

* Static estimation for 4-Bit Quantization.

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Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__xw1234gan__numinamath_main_fixed_sftanchor_1_5b_step_4,
  author = {xw1234gan},
  title = {Numinamath Main Fixed Sftanchor 1 5b Step 4 Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/xw1234gan/NuminaMath_Main_fixed_SFTanchor_1_5B_step_4}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
xw1234gan. (2026). Numinamath Main Fixed Sftanchor 1 5b Step 4 [Model]. Free2AITools. https://huggingface.co/xw1234gan/NuminaMath_Main_fixed_SFTanchor_1_5B_step_4

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

đŸĻ™ Ollama Run
ollama run numinamath_main_fixed_sftanchor_1_5b_step_4
🤗 HF Download
huggingface-cli download xw1234gan/numinamath_main_fixed_sftanchor_1_5b_step_4
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Free2AITools Nexus Index V2.0

Methodology Index Protocol
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 99
Quality (Q) 65

đŸ’Ŧ Index Insight

FNI V2.0 for Numinamath Main Fixed Sftanchor 1 5b Step 4: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:99), 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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⚠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.

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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.
🤗 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--xw1234gan--numinamath_main_fixed_sftanchor_1_5b_step_4
slug
xw1234gan--numinamath_main_fixed_sftanchor_1_5b_step_4
source
huggingface
author
xw1234gan
license
tags
transformers, safetensors, qwen2, text-generation, conversational, arxiv:1910.09700, text-generation-inference, endpoints_compatible, region:us

⚙ī¸ Technical Specs

architecture
Qwen2ForCausalLM
params billions
1.54
context length
32,768
pipeline tag
text-generation
vram gb
3.7
vram is estimated
true
vram formula
VRAM ≈ (params * 0.75) + 2GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads
0
stars
0
forks
null

Data indexed from public sources. Updated daily.