rocmate

AMD GPU compatibility index for AI workloads

pip install rocmate

Compatibility Matrix

Tool gfx1151
Radeon 8060S / 8050S (Strix Halo)
gfx1100
RX 7900 XT/XTX
gfx1101
RX 7800/7700 XT
gfx1102
RX 7600
gfx1030
RX 6800/6900
gfx1034
RX 5500/5400
gfx1201
RX 9070
Axolotl๐ŸŸก7.xโœ…6.2โœ…6.2๐ŸŸก6.2๐ŸŸก6.2โ€”โ€”
ComfyUI๐ŸŸก7.xโœ…6.2โœ…6.2๐ŸŸก6.2๐ŸŸก6.2โ€”โ€”
ExLlamaV2๐ŸŸก7.xโœ…6.2โœ…6.2๐ŸŸก6.2๐ŸŸก6.2โ€”โ€”
faster-whisperโœ…7.13โœ…6.2๐ŸŸก6.2โ€”๐ŸŸก6.2โ€”โ€”
llama.cppโœ…7.xโœ…7.2.3โœ…6.2โœ…6.2โœ…6.2โ€”๐ŸŸก7.x
Ollamaโœ…7.xโœ…6.3โœ…6.3โœ…6.3โœ…6.3๐ŸŸก6.3๐ŸŸก7.x
Stable Diffusion WebUI๐ŸŸก7.xโœ…6.2โœ…6.2๐ŸŸก6.2๐ŸŸก6.2โ€”โ€”
vLLMโœ…7.13 nightly (TheRock)โœ…6.2โœ…6.2๐ŸŸก6.2๐ŸŸก6.2โ€”๐ŸŸก7.x
โœ… Tested โ€” works out of the box ๐ŸŸก Partial โ€” workarounds needed โ€” No data yet

Use the CLI

# Check your system
rocmate doctor

# Show chip-specific config for a tool
rocmate show ollama --chip gfx1100

# Install with the correct ENV vars
rocmate install ollama

# Search tools by keyword
rocmate search llm