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AMD Ryzen 7 9800X3D 8-Core testing with a ASRock X870E Taichi (3.12.AS02 BIOS) and AMD Radeon PRO W7500 8GB on Ubuntu 24.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2412052-PTS-LLAMA11353
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a
December 05
  1 Hour, 49 Minutes
b
December 05
  35 Minutes
AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GB
December 05
  35 Minutes
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December 05
  35 Minutes
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llamaOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 9800X3D 8-Core @ 6.22GHz (8 Cores / 16 Threads)ASRock X870E Taichi (3.12.AS02 BIOS)AMD Device 14d82 x 16GB DDR5-6000MT/s F5-6000J2836G16GWestern Digital WD_BLACK SN850X 2000GBAMD Radeon PRO W7500 8GBAMD Navi 31 HDMI/DPDELL U2723QERealtek Device 8126 + MEDIATEK Device 0717Ubuntu 24.046.8.0-49-generic (x86_64)GNOME Shell 46.0X Server 1.21.1.11 + Wayland4.6 Mesa 24.2.0-devel (LLVM 18.1.7 DRM 3.58)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionLlama BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xb404023 - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

abAMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBcResult OverviewPhoronix Test Suite100%102%103%105%107%LlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafileLlamafilewizardcoder-python-34b-v1.0.Q6_K - Text Generation 16TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16Llama-3.2-3B-Instruct.Q6_K - Text Generation 16mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16TinyLlama-1.1B-Chat-v1.0.BF16 - T.G.1mistral-7b-instruct-v0.2.Q5_K_M - T.G.1Llama-3.2-3B-Instruct.Q6_K - T.G.1Llama-3.2-3B-Instruct.Q6_K - P.P.2Llama-3.2-3B-Instruct.Q6_K - P.P.5Llama-3.2-3B-Instruct.Q6_K - P.P.1Llama-3.2-3B-Instruct.Q6_K - P.P.2TinyLlama-1.1B-Chat-v1.0.BF16 - P.P.2TinyLlama-1.1B-Chat-v1.0.BF16 - P.P.5TinyLlama-1.1B-Chat-v1.0.BF16 - P.P.1TinyLlama-1.1B-Chat-v1.0.BF16 - P.P.2wizardcoder-python-34b-v1.0.Q6_K - T.G.1mistral-7b-instruct-v0.2.Q5_K_M - P.P.2mistral-7b-instruct-v0.2.Q5_K_M - P.P.5mistral-7b-instruct-v0.2.Q5_K_M - P.P.1mistral-7b-instruct-v0.2.Q5_K_M - P.P.2wizardcoder-python-34b-v1.0.Q6_K - P.P.2wizardcoder-python-34b-v1.0.Q6_K - P.P.5wizardcoder-python-34b-v1.0.Q6_K - P.P.1wizardcoder-python-34b-v1.0.Q6_K - P.P.2

llamallamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Text Generation 128llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 256llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 512llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 16llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 1024llamafile: Llama-3.2-3B-Instruct.Q6_K - Prompt Processing 2048llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 256llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Text Generation 128llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 16llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 1024llamafile: TinyLlama-1.1B-Chat-v1.0.BF16 - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Text Generation 128llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 256llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 512llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 1024llamafile: mistral-7b-instruct-v0.2.Q5_K_M - Prompt Processing 2048llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 256llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 512llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 1024llamafile: wizardcoder-python-34b-v1.0.Q6_K - Prompt Processing 2048abAMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBc21.4721.424096819227.54163843276827.5711.194096819211.312.0916384327682.14096819216384327681536307261441228820.7821.424096819226.28163843276827.5110.944096819211.3216384327682.14096819216384327681536307261441228820.7721.434096819226.42163843276827.5510.944096819211.31.9816384327682.14096819216384327681536307261441228820.7921.434096819226.51163843276827.5210.954096819211.31.9616384327682.140968192163843276815363072614412288OpenBenchmarking.org

Llamafile

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 16AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc510152025SE +/- 0.01, N = 320.7721.4720.7820.79

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Text Generation 128AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc510152025SE +/- 0.00, N = 321.4321.4221.4221.43

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 256AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc9001800270036004500SE +/- 0.00, N = 34096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 512AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc2K4K6K8K10KSE +/- 0.00, N = 38192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 16AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc612182430SE +/- 0.00, N = 326.4227.5426.2826.51

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 1024AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc4K8K12K16K20KSE +/- 0.00, N = 316384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: Llama-3.2-3B-Instruct.Q6_K - Test: Prompt Processing 2048AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc7K14K21K28K35KSE +/- 0.00, N = 332768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Text Generation 128AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc612182430SE +/- 0.02, N = 327.5527.5727.5127.52

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 16AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc3691215SE +/- 0.13, N = 310.9411.1910.9410.95

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 256AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc9001800270036004500SE +/- 0.00, N = 34096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 512AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc2K4K6K8K10KSE +/- 0.00, N = 38192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Text Generation 128AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc3691215SE +/- 0.00, N = 311.3011.3111.3011.30

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 16AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc0.47030.94061.41091.88122.3515SE +/- 0.02, N = 121.982.092.001.96

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 1024AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc4K8K12K16K20KSE +/- 0.00, N = 316384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: TinyLlama-1.1B-Chat-v1.0.BF16 - Test: Prompt Processing 2048AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc7K14K21K28K35KSE +/- 0.00, N = 332768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Text Generation 128AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc0.47250.9451.41751.892.3625SE +/- 0.00, N = 32.12.12.12.1

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 256AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc9001800270036004500SE +/- 0.00, N = 34096409640964096

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 512AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc2K4K6K8K10KSE +/- 0.00, N = 38192819281928192

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 1024AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc4K8K12K16K20KSE +/- 0.00, N = 316384163841638416384

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: mistral-7b-instruct-v0.2.Q5_K_M - Test: Prompt Processing 2048AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc7K14K21K28K35KSE +/- 0.00, N = 332768327683276832768

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 256AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc30060090012001500SE +/- 0.00, N = 31536153615361536

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 512AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc7001400210028003500SE +/- 0.00, N = 33072307230723072

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 1024AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc13002600390052006500SE +/- 0.00, N = 36144614461446144

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.8.16Model: wizardcoder-python-34b-v1.0.Q6_K - Test: Prompt Processing 2048AMD Ryzen 7 9800X3D 8-Core - AMD Radeon PRO W7500 8GBabc3K6K9K12K15KSE +/- 0.00, N = 312288122881228812288