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Models/Hy3
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Hy3

Hy3 from tencent. Source-based hardware guidance from its published configuration.

EstimatedRepository opened Jul 2, 2026Source checked 9/27/2026Version: a960ebc3
LOCALRENTED GPUOPEN WEIGHTS
Freshness 67 out of 100. Repository age: 105 days old, Jul 2, 2026. Measures age, not quality.
Popularity 78 out of 100. 655,225 downloads in 30 days; 980 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
Arena Open Source Text: rank 14 of 225. Ranked model: hy3. Export dated Oct 13, 2026. Source checked Oct 15, 2026. Human preference ranking, not hardware suitability.
Category rankings & sources

Each position belongs to a separate Arena category. These are human preference rankings—not hardware recommendations. We do not combine the categories into one score.

Text#14of 225 open models
hy3tencentLicense: Apache 2.0
Export dated Oct 13, 2026Checked: Oct 15, 2026Overall board: #74
View official Text board
Web coding#15of 55 open models
hy3tencentLicense: Apache 2.0
Export dated Oct 13, 2026Checked: Oct 15, 2026Overall board: #57
View official Web coding board
Agents#12of 18 open models
Hy3tencentLicense: Apache 2.0
Export dated Oct 14, 2026Checked: Oct 15, 2026Overall board: #44
View official Agents board

Rankings reflect the dated export; live Arena boards can change. Open-source positions use Arena’s open-model filter. The overall position also includes the other models on that category board. Availability of weights and license terms still need to be checked separately.

What do these scores mean?

Two ways to compare models. Neither score measures answer quality, benchmark performance, or whether a model fits your machine.

Freshness · release age

A new release starts at 100. The score halves every 180 days: 100 × 2^(−age in days / 180). When the release date is unavailable, a repository date is a fallback—not proof of when the model was released. Missing dates stay unscored.

Check the date source
Popularity · adoption

Downloads over the past 30 days carry 80% of the score; lifetime likes carry 20%. Both use a logarithmic scale, capped at 10 million downloads and 100,000 likes. If likes are unavailable, downloads carry all the weight. Missing download statistics stay unscored.

round(80 × min(1, log10(1 + downloads) / 7) + 20 × min(1, log10(1 + likes) / 5))

Check the statistics source
Scores as of Oct 15, 2026. Statistics checked Oct 15, 2026. Statistics are marked for refresh after 72 hours.Full scoring method

At a glance

Parameters
298.79B
Architecture
hy_v3
Context length
262,144
License
apache-2.0
Disk space
556.5 GB
Software
vLLM
View the model source
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Ways to run it

vLLM · Linux

Repository-specific command in publisher documentation; confirm dependencies and hardware in the source.

vllm serve tencent/Hy3 --tensor-parallel-size 8 --speculative-config.method mtp --speculative-config.num_speculative_tokens 2 --tool-call-parser hy_v3 --reasoning-parser hy_v3 --enable-auto-tool-choice --port 8000 --served-model-name hy3
Official instructions

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Popularity 90 out of 100. 4,849,199 downloads in 30 days; 2,697 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
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LOCALRENTED GPU
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Popularity 84 out of 100. 1,238,583 downloads in 30 days; 4,519 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
Arena Open Source Text: rank 5 of 225. Ranked model: deepseek-v4.1-flash-max. Export dated Oct 13, 2026. Source checked Oct 15, 2026. Human preference ranking, not hardware suitability.+3
LOCALRENTED GPU
Repository opened Sep 10, 2026
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