|
|
| ================================================================================================================ |
| NATIVE PACKED-Q1 LORA BOOTSTRAP |
| ================================================================================================================ |
| Started UTC: 2026-07-20T22:01:27Z |
| Repository URL: https://github.com/PrismML-Eng/llama.cpp.git |
| Required commit: 7529fdaaf99ffdc5ca71ace9c7409a56b27ad92f |
| Repository directory: /content/Prism-llama.cpp |
| Build directory: /content/Prism-llama.cpp/build |
| Project directory: /content/prism_native_q1_lora |
| Model directory: /content/models/Bonsai-27B-Q1 |
| Build jobs: 2 |
| Python: 3.12.13 (main, Mar 4 2026, 09:23:07) [GCC 11.4.0] |
| Platform: Linux-6.6.122+-x86_64-with-glibc2.35 |
|
|
| ================================================================================================================ |
| APT PACKAGE INDEX |
| ================================================================================================================ |
| COMMAND: |
| 'apt-get' 'update' '-qq' |
|
|
| W: Skipping acquire of configured file 'main/source/Sources' as repository 'https://r2u.stat.illinois.edu/ubuntu jammy InRelease' does not seem to provide it (sources.list entry misspelt?) |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| INSTALL BUILD DEPENDENCIES |
| ================================================================================================================ |
| COMMAND: |
| 'apt-get' 'install' '-y' '-qq' 'build-essential' 'cmake' 'ninja-build' 'ccache' 'git' 'git-lfs' 'pkg-config' 'libssl-dev' 'libcurl4-openssl-dev' 'python3-dev' |
|
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| libsndfile1-dev:amd64 depends on pkg-config; however: |
| Package pkg-config is not installed. |
| Package pkgconf which provides pkg-config is to be removed. |
| libmkl-dev:amd64 depends on pkg-config; however: |
| Package pkg-config is not installed. |
| Package pkgconf which provides pkg-config is to be removed. |
| libglib2.0-dev:amd64 depends on pkg-config; however: |
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| Package pkgconf which provides pkg-config is to be removed. |
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| Removing pkgconf (1.8.0-1) ... |
| Removing 'diversion of /usr/bin/pkg-config to /usr/bin/pkg-config.real by pkgconf' |
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| Unpacking libssl3:amd64 (3.0.2-0ubuntu1.25) over (3.0.2-0ubuntu1.23) ... |
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| Unpacking ccache (4.5.1-1) ... |
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| Setting up javascript-common (11+nmu1) ... |
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| Setting up libssl-dev:amd64 (3.0.2-0ubuntu1.25) ... |
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| Setting up libcurl4:amd64 (7.81.0-1ubuntu1.25) ... |
| Setting up curl (7.81.0-1ubuntu1.25) ... |
| Setting up git-lfs (3.0.2-1ubuntu0.3) ... |
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| Setting up libhiredis0.14:amd64 (0.14.1-2) ... |
| Setting up ccache (4.5.1-1) ... |
| Updating symlinks in /usr/lib/ccache ... |
| Setting up python3.10-minimal (3.10.12-1~22.04.16) ... |
| Setting up libpython3.10-stdlib:amd64 (3.10.12-1~22.04.16) ... |
| Setting up libcurl4-openssl-dev:amd64 (7.81.0-1ubuntu1.25) ... |
| Setting up r-base-core (4.6.1-1.2204.1) ... |
| Installing new version of config file /etc/R/Makeconf ... |
| Setting up libjs-sphinxdoc (4.3.2-1) ... |
| Setting up libpython3.10:amd64 (3.10.12-1~22.04.16) ... |
| Setting up python3.10 (3.10.12-1~22.04.16) ... |
| Setting up libpython3.10-dev:amd64 (3.10.12-1~22.04.16) ... |
| Setting up python3.10-dev (3.10.12-1~22.04.16) ... |
| Setting up python3-dev (3.10.6-1~22.04.1) ... |
| Processing triggers for hicolor-icon-theme (0.17-2) ... |
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| /sbin/ldconfig.real: /usr/local/lib/libumf.so.1 is not a symbolic link |
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|
|
| /sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link |
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| /sbin/ldconfig.real: /usr/local/lib/libur_adapter_level_zero.so.0 is not a symbolic link |
|
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|
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| /sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link |
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| /sbin/ldconfig.real: /usr/local/lib/libur_loader.so.0 is not a symbolic link |
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| /sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link |
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| /sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link |
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| /sbin/ldconfig.real: /usr/local/lib/libtcm.so.1 is not a symbolic link |
|
|
| Processing triggers for man-db (2.10.2-1) ... |
| Processing triggers for mailcap (3.70+nmu1ubuntu1) ... |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| INSTALL PYTHON DOWNLOAD DEPENDENCIES |
| ================================================================================================================ |
| COMMAND: |
| '/usr/bin/python3' '-m' 'pip' 'install' '-q' '--upgrade' 'huggingface_hub' 'hf_transfer' 'safetensors' |
|
|
| ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 771.9/771.9 kB 46.1 MB/s eta 0:00:00 |
| ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.6/3.6 MB 125.4 MB/s eta 0:00:00 |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| CUDA ENVIRONMENT |
| ================================================================================================================ |
| PyTorch version: 2.11.0+cu128 |
| PyTorch CUDA version: 12.8 |
| CUDA device index: 0 |
| CUDA device name: NVIDIA L4 |
| CUDA compute capability: 8.9 |
| CMake CUDA architecture: 89 |
| Total VRAM: 22.034 GiB |
|
|
| NVIDIA-SMI: |
| Mon Jul 20 22:02:07 2026 |
| +-----------------------------------------------------------------------------------------+ |
| | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | |
| +-----------------------------------------+------------------------+----------------------+ |
| | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | |
| | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | |
| | | | MIG M. | |
| |=========================================+========================+======================| |
| | 0 NVIDIA L4 Off | 00000000:00:03.0 Off | 0 | |
| | N/A 36C P8 14W / 72W | 3MiB / 23034MiB | 0% Default | |
| | | | N/A | |
| +-----------------------------------------+------------------------+----------------------+ |
|
|
| +-----------------------------------------------------------------------------------------+ |
| | Processes: | |
| | GPU GI CI PID Type Process name GPU Memory | |
| | ID ID Usage | |
| |=========================================================================================| |
| | No running processes found | |
| +-----------------------------------------------------------------------------------------+ |
| NVIDIA-SMI return code: 0 |
|
|
| NVCC: |
| nvcc: NVIDIA (R) Cuda compiler driver |
| Copyright (c) 2005-2025 NVIDIA Corporation |
| Built on Fri_Feb_21_20:23:50_PST_2025 |
| Cuda compilation tools, release 12.8, V12.8.93 |
| Build cuda_12.8.r12.8/compiler.35583870_0 |
| NVCC return code: 0 |
|
|
| ================================================================================================================ |
| CONFIGURE CCACHE |
| ================================================================================================================ |
| COMMAND: |
| 'ccache' '--max-size' '10G' |
|
|
| Set cache size limit to 10.0 GB |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| INITIALIZE PRISM REPOSITORY |
| ================================================================================================================ |
| COMMAND: |
| 'git' 'init' '/content/Prism-llama.cpp' |
|
|
| hint: Using 'master' as the name for the initial branch. This default branch name |
| hint: is subject to change. To configure the initial branch name to use in all |
| hint: of your new repositories, which will suppress this warning, call: |
| hint: |
| hint: git config --global init.defaultBranch <name> |
| hint: |
| hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and |
| hint: 'development'. The just-created branch can be renamed via this command: |
| hint: |
| hint: git branch -m <name> |
| Initialized empty Git repository in /content/Prism-llama.cpp/.git/ |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| ADD PRISM REMOTE |
| ================================================================================================================ |
| COMMAND: |
| 'git' '-C' '/content/Prism-llama.cpp' 'remote' 'add' 'origin' 'https://github.com/PrismML-Eng/llama.cpp.git' |
|
|
|
|
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| FETCH EXACT PRISM COMMIT |
| ================================================================================================================ |
| COMMAND: |
| 'git' '-C' '/content/Prism-llama.cpp' 'fetch' '--depth' '1' 'origin' '7529fdaaf99ffdc5ca71ace9c7409a56b27ad92f' |
|
|
| From https://github.com/PrismML-Eng/llama.cpp |
| * branch 7529fdaaf99ffdc5ca71ace9c7409a56b27ad92f -> FETCH_HEAD |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| CHECK OUT EXACT PRISM COMMIT |
| ================================================================================================================ |
| COMMAND: |
| 'git' '-C' '/content/Prism-llama.cpp' 'checkout' '--detach' 'FETCH_HEAD' |
|
|
| HEAD is now at 7529fda force qwen35 to treat IGPU like a GPU so DSpark does not fall back to CPU (#88) |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| SOURCE CHECKOUT |
| ================================================================================================================ |
| Resolved commit: 7529fdaaf99ffdc5ca71ace9c7409a56b27ad92f |
| Detached checkout: True |
| Working tree clean: True |
|
|
| Commit information: |
| commit 7529fdaaf99ffdc5ca71ace9c7409a56b27ad92f |
| Author: Thad Reber <thad.reber@gmail.com> |
| AuthorDate: Sun Jul 19 23:50:54 2026 -0700 |
| Commit: GitHub <noreply@github.com> |
| CommitDate: Sun Jul 19 23:50:54 2026 -0700 |
|
|
| force qwen35 to treat IGPU like a GPU so DSpark does not fall back to CPU (#88) |
|
|
| ================================================================================================================ |
| CMAKE CONFIGURATION |
| ================================================================================================================ |
| COMMAND: |
| 'cmake' '-S' '/content/Prism-llama.cpp' '-B' '/content/Prism-llama.cpp/build' '-G' 'Ninja' '-DCMAKE_BUILD_TYPE=Release' '-DGGML_CUDA=ON' '-DCMAKE_CUDA_ARCHITECTURES=89' '-DLLAMA_BUILD_COMMON=ON' '-DLLAMA_BUILD_EXAMPLES=ON' '-DLLAMA_BUILD_TOOLS=ON' '-DLLAMA_BUILD_SERVER=ON' '-DLLAMA_BUILD_TESTS=ON' '-DBUILD_TESTING=ON' '-DLLAMA_BUILD_UI=OFF' '-DLLAMA_FATAL_WARNINGS=OFF' '-DGGML_CCACHE=ON' '-DLLAMA_OPENSSL=ON' |
|
|
| -- The C compiler identification is GNU 11.4.0 |
| -- The CXX compiler identification is GNU 11.4.0 |
| -- Detecting C compiler ABI info |
| -- Detecting C compiler ABI info - done |
| -- Check for working C compiler: /usr/bin/cc - skipped |
| -- Detecting C compile features |
| -- Detecting C compile features - done |
| -- Detecting CXX compiler ABI info |
| -- Detecting CXX compiler ABI info - done |
| -- Check for working CXX compiler: /usr/bin/c++ - skipped |
| -- Detecting CXX compile features |
| -- Detecting CXX compile features - done |
| CMAKE_BUILD_TYPE=Release |
| -- Found Git: /usr/bin/git (found version "2.34.1") |
| -- The ASM compiler identification is GNU |
| -- Found assembler: /usr/bin/cc |
| -- Performing Test CMAKE_HAVE_LIBC_PTHREAD |
| -- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success |
| -- Found Threads: TRUE |
| -- ccache found, compilation results will be cached. Disable with GGML_CCACHE=OFF. |
| -- CMAKE_SYSTEM_PROCESSOR: x86_64 |
| -- GGML_SYSTEM_ARCH: x86 |
| -- Found OpenMP_C: -fopenmp (found version "4.5") |
| -- Found OpenMP_CXX: -fopenmp (found version "4.5") |
| -- Found OpenMP: TRUE (found version "4.5") |
| -- Including CPU backend |
| -- x86 detected |
| -- Adding CPU backend variant ggml-cpu: -march=native |
| -- Found CUDAToolkit: /usr/local/cuda/targets/x86_64-linux/include (found version "12.8.93") |
| -- CUDA Toolkit found |
| -- The CUDA compiler identification is NVIDIA 12.8.93 with host compiler GNU 11.4.0 |
| -- Detecting CUDA compiler ABI info |
| -- Detecting CUDA compiler ABI info - done |
| -- Check for working CUDA compiler: /usr/local/cuda/bin/nvcc - skipped |
| -- Detecting CUDA compile features |
| -- Detecting CUDA compile features - done |
| -- Using CMAKE_CUDA_ARCHITECTURES=89 CMAKE_CUDA_ARCHITECTURES_NATIVE=89-real |
| -- Found NCCL: /usr/lib/x86_64-linux-gnu/libnccl.so |
| -- CUDA host compiler is GNU 11.4.0 |
| -- Including CUDA backend |
| -- ggml version: 0.13.1 |
| -- ggml commit: 7529fda |
| -- Found OpenSSL: /usr/lib/x86_64-linux-gnu/libcrypto.so (found version "3.0.2") |
| -- Performing Test OPENSSL_VERSION_SUPPORTED |
| -- Performing Test OPENSSL_VERSION_SUPPORTED - Success |
| -- OpenSSL found: 3.0.2 |
| -- Generating embedded license file for target: llama-app |
| -- Configuring done (5.2s) |
| -- Generating done (0.2s) |
| -- Build files have been written to: /content/Prism-llama.cpp/build |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| REQUIRED BUILD TARGETS |
| ================================================================================================================ |
| [FOUND] llama-cli |
| [FOUND] llama-completion |
| [FOUND] llama-server |
| [FOUND] llama-finetune |
| [FOUND] llama-export-lora |
| [FOUND] test-backend-ops |
|
|
| ================================================================================================================ |
| BUILD PRISM CUDA TARGETS |
| ================================================================================================================ |
| COMMAND: |
| 'cmake' '--build' '/content/Prism-llama.cpp/build' '--parallel' '2' '--target' 'llama-cli' 'llama-completion' 'llama-server' 'llama-finetune' 'llama-export-lora' 'test-backend-ops' |
|
|
| [1/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/ggml.cpp.o |
| [2/451] Building C object ggml/src/CMakeFiles/ggml-base.dir/ggml-alloc.c.o |
| [3/451] Building C object ggml/src/CMakeFiles/ggml-base.dir/ggml.c.o |
| [4/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/ggml-backend.cpp.o |
| [5/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/ggml-opt.cpp.o |
| [6/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/ggml-threading.cpp.o |
| [7/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/ggml-backend-meta.cpp.o |
| [8/451] Building CXX object ggml/src/CMakeFiles/ggml-base.dir/gguf.cpp.o |
| [9/451] Building C object ggml/src/CMakeFiles/ggml-base.dir/ggml-quants.c.o |
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| [410/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/mtmd-helper.cpp.o |
| [411/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/conformer.cpp.o |
| [412/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/dotsocr.cpp.o |
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| [414/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/gemma4a.cpp.o |
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| [424/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/kimik25.cpp.o |
| [425/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/nemotron-v2-vl.cpp.o |
| [426/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/llama4.cpp.o |
| [427/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/llava.cpp.o |
| [428/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/minicpmv.cpp.o |
| [429/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/paddleocr.cpp.o |
| [430/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/pixtral.cpp.o |
| [431/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/qwen2vl.cpp.o |
| [432/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/qwen3vl.cpp.o |
| [433/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/mimovl.cpp.o |
| [434/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/qwen3a.cpp.o |
| [435/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/step3vl.cpp.o |
| [436/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/siglip.cpp.o |
| [437/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/whisper-enc.cpp.o |
| [438/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/deepseekocr.cpp.o |
| [439/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/deepseekocr2.cpp.o |
| [440/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/mobilenetv5.cpp.o |
| [441/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/youtuvl.cpp.o |
| [442/451] Building CXX object tools/mtmd/CMakeFiles/mtmd.dir/models/yasa2.cpp.o |
| [443/451] Linking CXX shared library bin/libmtmd.so.0.0.1 |
| [444/451] Creating library symlink bin/libmtmd.so.0 bin/libmtmd.so |
| [445/451] Linking CXX static library tools/server/libserver-context.a |
| [446/451] Linking CXX shared library bin/libllama-cli-impl.so |
| [447/451] Linking CXX executable bin/llama-cli |
| [448/451] Linking CXX shared library bin/libllama-server-impl.so |
| [449/451] Linking CXX executable bin/llama-server |
| [450/451] Building CXX object tools/export-lora/CMakeFiles/llama-export-lora.dir/export-lora.cpp.o |
| [451/451] Linking CXX executable bin/llama-export-lora |
|
|
| RETURN CODE: 0 |
|
|
| ================================================================================================================ |
| BUILT BINARIES |
| ================================================================================================================ |
| [PASS] llama-cli: /content/Prism-llama.cpp/build/bin/llama-cli |
| size=17,888 bytes |
| sha256=bdbd81034512fdc6ae4a674a67ed50adb87c46b134b708609978880b0fc8a24c |
| [PASS] llama-completion: /content/Prism-llama.cpp/build/bin/llama-completion |
| size=15,968 bytes |
| sha256=698bdd659e5d1332ecc9da02448d60cfa650f8cbc754df5aa90f8da5c3d218b3 |
| [PASS] llama-server: /content/Prism-llama.cpp/build/bin/llama-server |
| size=17,896 bytes |
| sha256=903526b58a5cc21e208382f3f6d3d6ee272c9307908955fd2088aaa26d5fb3ab |
| [PASS] llama-finetune: /content/Prism-llama.cpp/build/bin/llama-finetune |
| size=40,648 bytes |
| sha256=f33b406af0091902ebe1ee183165b9f1f9cdb69206b96e08eda764a274cf158a |
| [PASS] llama-export-lora: /content/Prism-llama.cpp/build/bin/llama-export-lora |
| size=89,592 bytes |
| sha256=ec09b5231dc60859c4955d2bd88c3f84dd1b8421a4d8444ae5ab1b83130559ad |
| [PASS] test-backend-ops: /content/Prism-llama.cpp/build/bin/test-backend-ops |
| size=1,157,008 bytes |
| sha256=dc031c693d34dba11ae49a680e98d1ed66b1075daf4a14fb8d68a05408bb4506 |
|
|
| ================================================================================================================ |
| BINARY SMOKE TESTS |
| ================================================================================================================ |
|
|
| llama-cli: return_code=0 |
| ----- common params ----- |
|
|
| -h, --help, --usage print usage and exit |
| --version show version and build info |
| -cl, --cache-list show list of models in cache |
| --completion-bash print source-able bash completion script for llama.cpp |
| -t, --threads N number of CPU threads to use during generation (default: -1) |
| (env: LLAMA_ARG_THREADS) |
| -tb, --threads-batch N number of threads to use during batch and prompt processing (default: |
| same as --threads) |
| -C, --cpu-mask M CPU affinity mask: arbitrarily long hex. Complements cpu-range |
| (default: "") |
| -Cr, --cpu-range lo-hi range of CPUs for affinity. Complements --cpu-mask |
| --cpu-strict <0|1> use strict CPU placement (default: 0) |
| --prio N set process/thread priority : low(-1), normal(0), medium(1), high(2), |
| realtime(3) (default: 0) |
| --poll <0...100> use polling level to wait for work (0 - no polling, default: 50) |
| -Cb, --cpu-mask-batch M CPU affinity mask: arbitrarily long hex. Complements cpu-range-batch |
| (default: same as --cpu-mask) |
| -Crb, --cpu-range-batch lo-hi ranges of CPUs for affinity. Complements --cpu-mask-batch |
| --cpu-strict-batch <0|1> use strict CPU placement (default: same as --cpu-strict) |
| --prio-batch N set process/thread priority : 0-normal, 1-medium, 2-high, 3-realtime |
| (default: 0) |
| --poll-batch <0|1> use polling to wait for work (default: same as --poll) |
| -c, --ctx-size N size of the prompt context (default: 0, 0 = loaded from model) |
| (env: LLAMA_ARG_CTX_SIZE) |
| -n, --predict, --n-predict N number of tokens to predict (default: -1, -1 = infinity) |
| (env: LLAMA_ARG_N_PREDICT) |
| -b, --batch-size N logical maximum batch size (default: 2048) |
| (env: LLAMA_ARG_BATCH) |
|
|
| llama-completion: return_code=0 |
| ----- common params ----- |
|
|
| -h, --help, --usage print usage and exit |
| --version show version and build info |
| -cl, --cache-list show list of models in cache |
| --completion-bash print source-able bash completion script for llama.cpp |
| -t, --threads N number of CPU threads to use during generation (default: -1) |
| (env: LLAMA_ARG_THREADS) |
| -tb, --threads-batch N number of threads to use during batch and prompt processing (default: |
| same as --threads) |
| -C, --cpu-mask M CPU affinity mask: arbitrarily long hex. Complements cpu-range |
| (default: "") |
| -Cr, --cpu-range lo-hi range of CPUs for affinity. Complements --cpu-mask |
| --cpu-strict <0|1> use strict CPU placement (default: 0) |
| --prio N set process/thread priority : low(-1), normal(0), medium(1), high(2), |
| realtime(3) (default: 0) |
| --poll <0...100> use polling level to wait for work (0 - no polling, default: 50) |
| -Cb, --cpu-mask-batch M CPU affinity mask: arbitrarily long hex. Complements cpu-range-batch |
| (default: same as --cpu-mask) |
| -Crb, --cpu-range-batch lo-hi ranges of CPUs for affinity. Complements --cpu-mask-batch |
| --cpu-strict-batch <0|1> use strict CPU placement (default: same as --cpu-strict) |
| --prio-batch N set process/thread priority : 0-normal, 1-medium, 2-high, 3-realtime |
| (default: 0) |
| --poll-batch <0|1> use polling to wait for work (default: same as --poll) |
| -c, --ctx-size N size of the prompt context (default: 0, 0 = loaded from model) |
| (env: LLAMA_ARG_CTX_SIZE) |
| -n, --predict, --n-predict N number of tokens to predict (default: -1, -1 = infinity, -2 = until |
| context filled) |
| (env: LLAMA_ARG_N_PREDICT) |
| -b, --batch-size N logical maximum batch size (default: 2048) |
|
|
| llama-finetune: return_code=0 |
| ----- common params ----- |
|
|
| -h, --help, --usage print usage and exit |
| --version show version and build info |
| -cl, --cache-list show list of models in cache |
| --completion-bash print source-able bash completion script for llama.cpp |
| -t, --threads N number of CPU threads to use during generation (default: -1) |
| (env: LLAMA_ARG_THREADS) |
| -tb, --threads-batch N number of threads to use during batch and prompt processing (default: |
| same as --threads) |
| -C, --cpu-mask M CPU affinity mask: arbitrarily long hex. Complements cpu-range |
| (default: "") |
| -Cr, --cpu-range lo-hi range of CPUs for affinity. Complements --cpu-mask |
| --cpu-strict <0|1> use strict CPU placement (default: 0) |
| --prio N set process/thread priority : low(-1), normal(0), medium(1), high(2), |
| realtime(3) (default: 0) |
| --poll <0...100> use polling level to wait for work (0 - no polling, default: 50) |
| -Cb, --cpu-mask-batch M CPU affinity mask: arbitrarily long hex. Complements cpu-range-batch |
| (default: same as --cpu-mask) |
| -Crb, --cpu-range-batch lo-hi ranges of CPUs for affinity. Complements --cpu-mask-batch |
| --cpu-strict-batch <0|1> use strict CPU placement (default: same as --cpu-strict) |
| --prio-batch N set process/thread priority : 0-normal, 1-medium, 2-high, 3-realtime |
| (default: 0) |
| --poll-batch <0|1> use polling to wait for work (default: same as --poll) |
| -c, --ctx-size N size of the prompt context (default: 0, 0 = loaded from model) |
| (env: LLAMA_ARG_CTX_SIZE) |
| -n, --predict, --n-predict N number of tokens to predict (default: -1, -1 = infinity) |
| (env: LLAMA_ARG_N_PREDICT) |
| -b, --batch-size N logical maximum batch size (default: 2048) |
| (env: LLAMA_ARG_BATCH) |
|
|
| llama-export-lora: return_code=0 |
| ----- common params ----- |
|
|
| -h, --help, --usage print usage and exit |
| --version show version and build info |
| -cl, --cache-list show list of models in cache |
| --completion-bash print source-able bash completion script for llama.cpp |
| -t, --threads N number of CPU threads to use during generation (default: -1) |
| (env: LLAMA_ARG_THREADS) |
| -tb, --threads-batch N number of threads to use during batch and prompt processing (default: |
| same as --threads) |
| -C, --cpu-mask M CPU affinity mask: arbitrarily long hex. Complements cpu-range |
| (default: "") |
| -Cr, --cpu-range lo-hi range of CPUs for affinity. Complements --cpu-mask |
| --cpu-strict <0|1> use strict CPU placement (default: 0) |
| --prio N set process/thread priority : low(-1), normal(0), medium(1), high(2), |
| realtime(3) (default: 0) |
| --poll <0...100> use polling level to wait for work (0 - no polling, default: 50) |
| -Cb, --cpu-mask-batch M CPU affinity mask: arbitrarily long hex. Complements cpu-range-batch |
| (default: same as --cpu-mask) |
| -Crb, --cpu-range-batch lo-hi ranges of CPUs for affinity. Complements --cpu-mask-batch |
| --cpu-strict-batch <0|1> use strict CPU placement (default: same as --cpu-strict) |
| --prio-batch N set process/thread priority : 0-normal, 1-medium, 2-high, 3-realtime |
| (default: 0) |
| --poll-batch <0|1> use polling to wait for work (default: same as --poll) |
| -c, --ctx-size N size of the prompt context (default: 0, 0 = loaded from model) |
| (env: LLAMA_ARG_CTX_SIZE) |
| -n, --predict, --n-predict N number of tokens to predict (default: -1, -1 = infinity) |
| (env: LLAMA_ARG_N_PREDICT) |
| -b, --batch-size N logical maximum batch size (default: 2048) |
| (env: LLAMA_ARG_BATCH) |
|
|
| test-backend-ops: return_code=1 |
| Usage: /content/Prism-llama.cpp/build/bin/test-backend-ops [mode] [-o <op,..>] [-b <backend>] [-p <params regex>] [--output <console|sql|csv>] [--list-ops] [--show-coverage] [--test-file <path>] [-j <n>] |
| valid modes: |
| - test (default, compare with CPU backend for correctness) |
| - grad (compare gradients from backpropagation with method of finite differences) |
| - perf (performance evaluation) |
| - support (probe backend operation support) |
| op names for -o are as given by ggml_op_desc() (e.g. ADD, MUL_MAT, etc), |
| optionally including the full test case string (e.g. "ADD(type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1)") |
| --output specifies output format (default: console, options: console, sql, csv) |
| --list-ops lists all available GGML operations |
| --show-coverage shows test coverage |
| --test-file reads test operators from a test file generated by llama-export-graph-ops |
| -j <n> runs tests using <n> parallel worker threads (default: 1, test mode only) |
|
|
| ================================================================================================================ |
| SOURCE HASH BASELINE |
| ================================================================================================================ |
| 8fe7c384f84fcb9c0b396f2aba9122c0a9f0172260f7a7bd4bedfdd2c627f171 ggml/src/ggml-cuda/mmq.cu |
| ab36e05057c754f016ef229f478d9c871e2bb1502c1059bc21e7f777b80bb83a ggml/src/ggml-cuda/mmq.cuh |
| 637928070f54fd92749b83bd1ebce2bf101ad9fe3989afe52ab48dcefc9855b4 ggml/src/ggml-cuda/out-prod.cu |
| e91732f059f13cbb4ef62ed4435738db5d22e24d77bad7f727d5b7919beadfcf ggml/src/ggml-cuda/ggml-cuda.cu |
| 24a0615d0feb09b6041528215bef01cc0c2aba35b8cd49f8164ace49abb1a997 ggml/src/ggml.c |
| d1f710b1ea3aa0f7da5f698a8a6a7e3b19adfc87c329ebc0b70ee0ac667efa4c tests/test-backend-ops.cpp |
| 276e5410995dab8ca4cbb8448270c59836488e22be916e2004cc4fb1129ebd17 examples/training/finetune.cpp |
| f593edae28d12e4ed59c7211e74779680b9af28f34f590103f446d659874681b src/llama-adapter.cpp |
|
|
| ================================================================================================================ |
| CMAKE CACHE SUMMARY |
| ================================================================================================================ |
| BUILD_TESTING:BOOL=ON |
| CMAKE_BUILD_TYPE:STRING=Release |
| CMAKE_CUDA_ARCHITECTURES:UNINITIALIZED=89 |
| GGML_CCACHE:BOOL=ON |
| GGML_CCACHE_FOUND:FILEPATH=/usr/bin/ccache |
| GGML_CUDA:BOOL=ON |
| GGML_CUDA_COMPRESSION_MODE:STRING=size |
| GGML_CUDA_CUTLASS_DIR:PATH= |
| GGML_CUDA_FA:BOOL=ON |
| GGML_CUDA_FA_ALL_QUANTS:BOOL=OFF |
| GGML_CUDA_FORCE_CUBLAS:BOOL=OFF |
| GGML_CUDA_FORCE_MMQ:BOOL=OFF |
| GGML_CUDA_GRAPHS:BOOL=ON |
| GGML_CUDA_HOPPER_Q1:BOOL=OFF |
| GGML_CUDA_NCCL:BOOL=ON |
| GGML_CUDA_NO_PEER_COPY:BOOL=OFF |
| GGML_CUDA_NO_VMM:BOOL=OFF |
| GGML_CUDA_PEER_MAX_BATCH_SIZE:STRING=128 |
| LLAMA_BUILD_COMMON:BOOL=ON |
| LLAMA_BUILD_EXAMPLES:BOOL=ON |
| LLAMA_BUILD_SERVER:BOOL=ON |
| LLAMA_BUILD_TESTS:BOOL=ON |
| LLAMA_BUILD_TOOLS:BOOL=ON |
| GGML_CUDA_COMPRESSION_MODE-STRINGS:INTERNAL=none;speed;balance;size |
|
|
| ================================================================================================================ |
| CCACHE SUMMARY |
| ================================================================================================================ |
| Summary: |
| Hits: 0 / 422 (0.00 %) |
| Direct: 0 / 422 (0.00 %) |
| Preprocessed: 0 / 422 (0.00 %) |
| Misses: 422 |
| Direct: 422 |
| Preprocessed: 422 |
| Primary storage: |
| Hits: 0 / 844 (0.00 %) |
| Misses: 844 |
| Cache size (GB): 0.06 / 10.00 (0.63 %) |
|
|
| Use the -v/--verbose option for more details. |
| Return code: 0 |
|
|
| ================================================================================================================ |
| FINAL GIT STATE |
| ================================================================================================================ |
| Working tree status: <clean> |
| Status command return code: 0 |
|
|
| ================================================================================================================ |
| FINAL RESULT |
| ================================================================================================================ |
| [PASS] Fresh Colab dependencies installed. |
| [PASS] CUDA runtime and nvcc verified. |
| [PASS] Official Prism repository fetched. |
| [PASS] Exact Prism commit verified. |
| [PASS] Clean detached source checkout created. |
| [PASS] CUDA SM architecture configured. |
| [PASS] Examples, tools, server and tests enabled. |
| [PASS] llama-cli built. |
| [PASS] llama-completion built. |
| [PASS] llama-server built. |
| [PASS] llama-finetune built. |
| [PASS] llama-export-lora built. |
| [PASS] test-backend-ops built. |
| [PASS] Source hash baseline recorded. |
| [PASS] Project configuration written. |
| [PASS] Reusable path helper written. |
|
|
| Status: PASS |
| Elapsed: 33:26 |
|
|
| No Prism source patches have been applied. |
| No model has been downloaded. |
| No training has been started. |
|
|
| The next implementation stage is the isolated exact training-forward primitive: |
| packed Q1 weight × F32 activation -> F32 output |
| with Q1 signs/scales decoded only inside the CUDA kernel. |
|
|
