🧠
Inkling Gguf model by unsloth
⭐ 56.8
🧠
Model

Inkling Gguf

by unsloth unsloth/inkling-gguf
Free2AITools Nexus Index
56.8
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 54
P: Popularity 62
R: Recency 97
Q: Quality 50
Tech Context
Vital Performance
237.0K DL / 30D
Source β†’
Low FNI signal 56.8 FNI Score
Tiny - Params
- Context
Hot 237.0K Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID unsloth/inkling-gguf
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{unsloth_inkling_gguf,
  author = {unsloth},
  title = {Inkling Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/unsloth/inkling-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
unsloth. (2026). Inkling Gguf [Model]. Free2AITools. https://huggingface.co/unsloth/inkling-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download unsloth/inkling-gguf

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 54
Popularity (P) 62
Recency (R) 97
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Inkling Gguf: Authority (A:54), Popularity (P:62), Recency (R:97), 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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⚠️ 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
237.0KDownloads
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--unsloth--inkling-gguf
slug
unsloth--inkling-gguf
source
huggingface
author
unsloth
license
Apache-2.0
tags
gguf, conversational, image-text-to-text, audio-text-to-text, moe, unsloth, inkling_mm_model, base_model:thinkingmachines/inkling, base_model:quantized:thinkingmachines/inkling, license:apache-2.0, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
image-text-to-text

πŸ“Š Engagement & Metrics

downloads
236,961
stars
null
forks
null

Data indexed from public sources. Updated daily.