🧠
Deepseek R1 7b Mathphysics V5 Gguf model by astorlui77
⭐ 39.4
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Model

Deepseek R1 7b Mathphysics V5 Gguf

by astorlui77 astorlui77/deepseek-r1-7b-mathphysics-v5-gguf
Free2AITools Nexus Index
39.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 3
R: Recency 99
Q: Quality 65
Tech Context
7 Params
4.096K Ctx
Vital Performance
24 DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 39.4 FNI Score
7B Params
4k Context
24 Downloads
8G GPU ~7GB Est. VRAM
Model Information Summary
Entity Passport
Registry ID astorlui77/deepseek-r1-7b-mathphysics-v5-gguf
Provider huggingface
πŸ’Ύ

Compute Threshold

~6.5GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{astorlui77_deepseek_r1_7b_mathphysics_v5_gguf,
  author = {astorlui77},
  title = {Deepseek R1 7b Mathphysics V5 Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/astorlui77/DeepSeek-R1-7B-MathPhysics-V5-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
astorlui77. (2026). Deepseek R1 7b Mathphysics V5 Gguf [Model]. Free2AITools. https://huggingface.co/astorlui77/DeepSeek-R1-7B-MathPhysics-V5-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run deepseek-r1-7b-mathphysics-v5-gguf
πŸ€— HF Download
huggingface-cli download astorlui77/deepseek-r1-7b-mathphysics-v5-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) 3
Recency (R) 99
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Deepseek R1 7b Mathphysics V5 Gguf: Authority (A:0), Popularity (P:3), Recency (R:99), 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.

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.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

HuggingFace Hub
24Downloads
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--astorlui77--deepseek-r1-7b-mathphysics-v5-gguf
slug
astorlui77--deepseek-r1-7b-mathphysics-v5-gguf
source
huggingface
author
astorlui77
tags
gguf, endpoints_compatible, region:us, conversational

βš™οΈ Technical Specs

params billions
7
context length
4,096
vram gb
6.5
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
24

Data indexed from public sources. Updated daily.