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MiniMax-H3-GGUF

Community Recordactive
API Model ID:
minimax-h3-gguf
Developerunsloth
Parametersundisclosed
Context Windowundisclosed
Licenseundisclosed

MiniMax-H3-GGUF is an Unsloth GGUF distribution of MiniMax H3 for local inference. It is a deployment artifact rather than a separately trained foundation model, so GGUF-specific performance should not be conflated with upstream H3 results.

Executive Summary

A local GGUF distribution of MiniMax H3.

Architecture & System Overview

Modelverse should treat this as a quantized deployment artifact and keep its measurements separate from upstream H3.

Capabilities & Highlights

Key Features

GGUF local distribution
MiniMax H3 lineage
Multimodal upstream capabilities
Architecture & Lineage

Model lineage & specification

unslothFamily: MiniMax

Technical architectural specifications, context capacities, parameter distributions, and historical lineage relationships tracked for MiniMax-H3-GGUF.

Model Ancestry & LineageRelease: 2026-08-15

Current ModelMiniMax-H3-GGUF
Model FamilyMiniMax
Product TierMax
Previous VersionNone (initial generation)
Base / Parent Modelminimax-h3
Lifecycle & Access
open weights quantization•active

Hardware & Execution Specsmultimodal generation

Parameter Countundisclosed
Active Parameters (MoE)Dense / All active
Context Windowundisclosed
Supported Modalities
textimagevideoaudio
Deployment Formats
self-hostable
Licenseundisclosed
API Endpoint IDminimax-h3-gguf
Canonical Aliases
MiniMax-H3-GGUFminimax-h3-ggufminimax h3 ggufunsloth MiniMax-H3-GGUF
Developer Quickstart

Getting Started

API Reference & SDKs

Select an implementation language for MiniMax-H3-GGUF:

minimax-h3-gguf-quickstart.shstatus
repository instructions required
Standardized Evaluation

Verified Benchmarks & Metrics

Curated and verified performance scores, technical specifications, and economic metrics recorded with provenance citations.

Benchmark / Metric
Score / Value
Provenance
BrowseComp
83.52
Source
SWE-Bench Verified
80.5
Source
MCP Atlas
74.2
Source
OSWorld-Verified
70.06
Source
Terminal-Bench
66
Source
SWE-Bench Pro
59
Source
Commercial Rates & Token Costs

API Pricing

Last verified: Aug 22, 2026

Pricing not publicly listed.

No public pay-per-token API rates have been officially published or indexed for this model.

Expert Editorial Assessment

Modelverse Editorial Analysis

Do not copy upstream benchmark scores into this GGUF record.

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Verification & Provenance

Sources & Provenance

2 Primary Citations

Direct references, official documentation endpoints, evaluation papers, and launch announcements referenced for MiniMax-H3-GGUF.

upstream

minimax.io

https://www.minimax.io/blog/minimax-h3

Hugging Face Model Card

huggingface.co

https://huggingface.co/unsloth/MiniMax-H3-GGUF