Tencent/Mixture of Experts

THunyuan-Large

&nbspGITHUB&nbsp&nbsp | &nbsp&nbsp🖥️&nbsp&nbspofficial website&nbsp&nbsp|&nbsp&nbsp🕖&nbsp&nbsp HunyuanAPI|&nbsp&nbsp🐳&nbsp&nbsp Gitee

chatcodingreasoningmultilingualmath
389B
Parameters (52B active)
128K
Context length
7
Benchmarks
17
Quantizations
0
Architecture
MoE
Released
2024-11-05
Layers
64
KV Heads
8
Head Dim
128
Family
hunyuan

Quantization Options

QuantBitsVRAMQuality
IQ2_XXS2.38116.2 GBlow
IQ2_M2.93143.0 GBlow
Q2_K3.16154.1 GBlow
IQ3_XXS3.25158.5 GBlow
IQ3_XS3.5170.7 GBlow
Q3_K_S3.64177.5 GBlow
IQ3_M3.76183.3 GBlow
Q3_K_M4195.0 GBlow
Q3_K_L4.3209.6 GBmoderate
IQ4_XS4.46217.4 GBmoderate
Q4_K_S4.67227.6 GBmoderate
Q4_K_M4.89238.3 GBgood
Q5_K_S5.57271.3 GBgood
Q5_K_M5.7277.7 GBgood
Q6_K6.56319.5 GBexcellent
Q8_08.5413.8 GBlossless
FP1616778.5 GBlossless

Select your GPU above to see speed estimates and compatibility for each quantization.

READY TO RUN THIS?RENT BY THE HOUR

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Community Ratings

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Benchmarks (7)

HumanEval90.0
BBH89.5
IFEval85.0
MATH77.4
MBPP72.6
MMLU-PRO60.2
GPQA Diamond42.4

Run this model

Easiest way to get started·Beginners
DOCS ↗
curl -fsSL https://ollama.com/install.sh | sh
$ollama run hunyuan:389b-q4_K_M

Tag may need adjustment — check ollama.com/library/hunyuan for available tags.

▸ SETUP GUIDE
>_

Auto-setup with fitmyllm CLI

Detects your GPU, recommends the best model, downloads it, and starts chatting — zero config. Benchmarks your speed and contributes anonymous data to improve predictions.

pip install fitmyllmthen run fitmyllmLearn more
Auto-detect GPULive tok/s in chatSpeed benchmarks9 inference engines

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

AMD Radeon Instinct MI325X
288 GB VRAM • 10300 GB/s
AMD
$20000
AMD Radeon Instinct MI350X
288 GB VRAM • 8190 GB/s
AMD
$25000
AMD Radeon Instinct MI355X
288 GB VRAM • 8190 GB/s
AMD
$30000
Apple M4 Ultra (384GB)
384 GB VRAM • 1092 GB/s
APPLE
$9999
Apple M5 Ultra (384GB)
384 GB VRAM • 1228 GB/s
APPLE

Find the best GPU for Hunyuan-Large

Build Hardware for Hunyuan-Large
▸ SPEC SHEET

Hunyuan-Large389B MoE.

▸ SPECIFICATIONS
PARAMETERS
389B (52B active)
ARCHITECTURE
Mixture of Experts
CONTEXT LENGTH
128K tokens
CAPABILITIES
chat, coding, reasoning, multilingual, math
RELEASE DATE
2024-11-05
PROVIDER
Tencent
FAMILY
hunyuan
▸ VRAM REQUIREMENTS
QUANTBPWVRAMQUALITY
IQ2_XXS2.38116.2 GB65%
IQ2_M2.93143.0 GB75%
Q2_K3.16154.1 GB78%
IQ3_XXS3.25158.5 GB82%
IQ3_XS3.5170.7 GB84%
Q3_K_S3.64177.5 GB85%
IQ3_M3.76183.3 GB86%
Q3_K_M4195.0 GB88%
Q3_K_L4.3209.6 GB90%
IQ4_XS4.46217.4 GB92%
Q4_K_S4.67227.6 GB93%
Q4_K_M4.89238.3 GB94%
Q5_K_S5.57271.3 GB96%
Q5_K_M5.7277.7 GB96%
Q6_K6.56319.5 GB97%
Q8_08.5413.8 GB100%
FP1616778.5 GB100%
§ 01BENCHMARK SCORES
HumanEval90.0
MMLU-PRO60.2
MATH77.4
IFEval85.0
BBH89.5
MBPP72.6
GPQA Diamond42.4