Models/DeepSeek V4/DeepSeek V4 Flash Vision Exp

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DeepSeek V4 Flash Vision Exp

DeepSeek V4 Flash Vision Exp from deepseek-ai. Source-based hardware guidance from its published configuration.

EstimatedRepository opened Aug 31, 2026Source checked 9/27/2026Version: 6821d6ad

LOCALRENTED GPUOPEN WEIGHTS

Freshness 84 out of 100. Repository age: 45 days old, Aug 31, 2026. Measures age, not quality.

Popularity 77 out of 100. 508,455 downloads in 30 days; 951 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.

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: 304.65B
Architecture: deepseek_v4
Context length: 1,048,576
License: mit
Disk space: 156.3 GB
Software: Publisher PyTorch reference

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Ways to run it

Publisher PyTorch reference · Linux / rented GPU

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

torchrun --nproc-per-node "${MP}" generate.py  --ckpt-path "${CKPT_PATH}"  --config config.json  --interactive  --temperature 1.0

Official instructions

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Freshness 90 out of 100. Release age: 28 days old, Sep 17, 2026. Measures age, not quality.

MODEL SIZE27.36B

LOCALRENTED GPU

Released Sep 17, 2026

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A multimodal reasoning model with a compressed key-value cache, published as open weights.

Freshness 87 out of 100. Repository age: 35 days old, Sep 10, 2026. Measures age, 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

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Repository opened Sep 10, 2026

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