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

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

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…