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DeepSeek-V4-Flash-0731 model exhibits broken behavior on AMD MI325X with vLLM

By PulseAugur Editorial · [1 sources] ·

A user on Reddit is experiencing significant issues running the DeepSeek-V4-Flash-0731 model on an AMD MI325X GPU using vLLM. Despite following the recommended setup, the model exhibits broken behavior, including incorrect tool usage, nonsensical responses, and loss of conversational context. The user suspects the problem lies with the chat template, encoding, reasoning, or tool integration, or potentially with the ROCm implementation of vLLM. AI

IMPACT Issues with model integration and hardware compatibility can hinder broader adoption and development.

RANK_REASON User reporting issues with a specific model and software setup.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

DeepSeek-V4-Flash-0731 model exhibits broken behavior on AMD MI325X with vLLM

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
User reporting issues with a specific model and software setup.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
35 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Brunofcsampaio ·

    Anyone running DeepSeek-V4-Flash-0731 on MI325X with vLLM? Mine is behaving completely broken

    <!-- SC_OFF --><div class="md"><p>Is anyone here successfully running <strong>DeepSeek-V4-Flash-0731</strong> locally with <strong>vLLM</strong>, especially on AMD MI325X?</p> <p>My setup:</p> <ul> <li>GPU: <strong>1x AMD Instinct MI325X</strong></li> <li>Model: <code>deepseek-ai…

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