🧠
Muse Spark Open 816b A42b Trellismx K3 Fp4 model by brandonmusic
⭐ 46.3
🧠
Model

Muse Spark Open 816b A42b Trellismx K3 Fp4

by brandonmusic brandonmusic/muse-spark-open-816b-a42b-trellismx-k3-fp4
Free2AITools Nexus Index
46.3
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 33
P: Popularity 0
R: Recency 100
Q: Quality 65
Tech Context
23.59 Params
4.096K Ctx
Vital Performance
2 DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 46.3 FNI Score
23.59B Params
4k Context
2 Downloads
24G GPU ~19GB Est. VRAM
Dense MUSESPARKFORCONDITIONALGENERATION Architecture
Restricted OTHER License
Model Information Summary
Entity Passport
Registry ID brandonmusic/muse-spark-open-816b-a42b-trellismx-k3-fp4
License Other
Provider huggingface
πŸ’Ύ

Compute Threshold

~19GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{brandonmusic_muse_spark_open_816b_a42b_trellismx_k3_fp4,
  author = {brandonmusic},
  title = {Muse Spark Open 816b A42b Trellismx K3 Fp4 Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/brandonmusic/Muse-Spark-Open-816B-A42B-TrellisMX-K3-FP4}},
  note = {Accessed via Free2AITools.}
}
APA Style
brandonmusic. (2026). Muse Spark Open 816b A42b Trellismx K3 Fp4 [Model]. Free2AITools. https://huggingface.co/brandonmusic/Muse-Spark-Open-816B-A42B-TrellisMX-K3-FP4

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run muse-spark-open-816b-a42b-trellismx-k3-fp4
πŸ€— HF Download
huggingface-cli download brandonmusic/muse-spark-open-816b-a42b-trellismx-k3-fp4

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 33
Popularity (P) 0
Recency (R) 100
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Muse Spark Open 816b A42b Trellismx K3 Fp4: Authority (A:33), 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.

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.

Social Proof

HuggingFace Hub
2Downloads
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--brandonmusic--muse-spark-open-816b-a42b-trellismx-k3-fp4
slug
brandonmusic--muse-spark-open-816b-a42b-trellismx-k3-fp4
source
huggingface
author
brandonmusic
license
Other
tags
safetensors, muse_spark, trellismx, trellis-quantization, 3-bit, fp4, mxfp8, moe, multimodal, muse-spark, image-text-to-text, conversational, base_model:meta-models/muse-spark-open-816b-a42b, license:other, model-index, region:us

βš™οΈ Technical Specs

architecture
MuseSparkForConditionalGeneration
params billions
23.59
context length
4,096
pipeline tag
image-text-to-text
vram gb
19
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
2

Data indexed from public sources. Updated daily.