Opencl llama cpp github "General-purpose" is "bad". Contribute to CorrectRoadH/llama. Jun 5, 2024 · GTX900 should have both CUDA and Vulkan support both of which should be faster and better supported than OpenCL. cpp which on windows would be in a file called llama. Contribute to blurSong/llama. 由于官方暂时移除了多模态，自己增加多模态功能。本人能力不足有bug，主要在intel集成显卡上运行（Intel(R) lris(R) Xe Graphics）。 Expected Behavior I was trying to compile llama. cpp SYCL backend. 5, 6. lib Building Custom Rule MPI lets you distribute the computation over a cluster of machines. Contribute to EthanFS/mamba2-llama. llm_load_tensors: ggml ctx size = 0. Well optimized for Qualcomm Adreno GPUs in Snapdragon SoCs, this work marks a significant milestone. Contribute to SparkooAI/llama. Feb 27, 2025 · 由Khronos集团开发的OpenCL（开放计算语言）是一种被广泛采用的行业标准，可允许开发者编写高效且可移植的并行编程代码，这类代码可以在各种设备上运行，包括CPU、GPU、NPU、现场可编程门阵列等，并且不需要深入了解该类设备。 Apr 8, 2025 · @sparkleholic - currently Q4_0 is optimized, so you will need to use --pure when quantizing the model to Q4_0. LLM inference in C/C++. Feel free to try other models and compare backends, but only valid runs will be placed on the scoreboard. On downloading and attempting make with LAMA_CLBLAST=1, I receive an error: ggml-opencl. cpp---modified development by creating an account on GitHub. May 14, 2023 · @nidhishs @JohannesGaessler, I believe @abetlen's policy is to expose all parameters that llama. Plain C/C++ implementation without any dependencies LLM inference in C/C++. This is fine. cpp with OpenCL. Without --pure, some layers will be quantized in Q6_K, resulting in worse performance. cpp with AMD GPU is there a ROCM implementation ? You signed in with another tab or window. cpp in an Android APP successfully. Apr 13, 2025 · Git commit git rev-parse HEAD e59ea53 Operating systems Other? (Please let us know in description) GGML backends CPU Problem description & steps to reproduce When I followed the instructions in htt Mamba 2 inference in C/C++ of OpenCL. cpp is to enable LLM inference with minimal setup and state-of-the-art performance on a wide range of hardware - locally and in the cloud. I feed the text document to the LLM using llama-cli -m some_model --file myfile. Feb 25, 2024 · You signed in with another tab or window. gguf -p "Your prompt here" -ngl 33 -ngl is the ammount of layers to offload to the gpu, in the case of a llama-8B i have successfully offloaded 33 out of 33 layers to it LLM inference in C/C++. Jan 16, 2024 · hello, every one I follow this page to compile llama. Please provide detailed steps for reproducing the issue. Apr 27, 2025 · As of April 27, 2025, llama-cpp-python does not natively support building llama. cpp: LD_LIBRARY_PATH=. We are thrilled to announce the availability of a new backend based on OpenCL to the llama. It is the main playground for developing new Jun 29, 2023 · Changing these parameters isn't gonna produce 60ms/token though - I'd love if llama. Contribute to ieanlin/llama. cpp separately on Android phone and then integrate it with llama-cpp-python. LLM inference in C/C++. cpp OpenCL support does not actually effect eval time, so you will need to merge the changes from the pull request if you are using any AMD GPU. for Linux: I'm building from the latest flake. cpp: The current llama. cpp for Qualcomm Adreno GPUs • How to run DeepSeek models on Windows on Snapdragon – Llama. cpp + OpenCL 来运行DeepSeek大模型。OpenCL（开放计算语言）是一个开放的、免版税的标准，用于跨平台、并行编程超级计算机、云服务器、个人计算机、移动设备和嵌入式平台中的各种加速器。 Jun 22, 2023 · I set up a Termux installation following the FDroid instructions on the readme, I already ran the commands to set the environment variables before running . Thanks a lot! Vulkan, Windows 11 24H2 (Build 26100. Upon investigation, some tensors contain inf values, which seem to trigger incorrect inference results. Sugguest reproducing on llama. /main. cpp:8:10: fatal error: 'clblast. I would but I don't have the skill to do that what I know is that using MSYS2 and CLANG64 llama. Contribute to SahandTava/llama. It detects and tries to run on the GPU but gets stuck with 100% single CPU core usage. cpp exposes so they can be configured within python. cpp as described in the readme; \Github\llama. Happens on a Can I report Ollama issue on Intel GPU to llama. cpp on Qualcomm Adreno GPU firstly via OpenCL. Unfortunately it doesn't appear possible today. Jun 29, 2023 · Changing these parameters isn't gonna produce 60ms/token though - I'd love if llama. It must exist somewhere in the directory structure of where you installed llama-cpp-python. cpp to use OpenCl before it was deprecated. cpp 项目的关注，及时获取最新的信息和功能。相信在不久的将来，我们能够看到更多基于 llama. Contribute to anuragxone/llama. Because of the serial nature of LLM prediction, this won't yield any end-to-end speed-ups, but it will let you run larger models than would otherwise fit into RAM on a single machine. Contribute to sunkx109/llama. gguf Jul 26, 2024 · Discussed in #8704 Originally posted by ElaineWu66 July 26, 2024 I am trying to compile and run llama. It would've been good if they had kept OpenCL instead of deprecating it, but oh well I'm going to git checkout that version so if it's the name of that commit then it'd be even better. 0000 BogoMIPS: 48. Contribute to wulipc/llama. cpp-vo development by creating an account on GitHub. /models/your-model. cpp-c development by creating an account on GitHub. I built llama. cpp:server-cuda: This image only includes the server executable file. The Hugging Face platform provides a variety of online tools for converting, quantizing and hosting models with llama. Clinfo works, opencl is there, with CPU everything works, when offloading to GPU I get the same output as above. Mar 12, 2024 · You signed in with another tab or window. Contribute to catid/llama. cpp- development by creating an account on GitHub. 8. Not sure how you got to this point, but the current OpenCL backend is very fresh and just for Qualcomm phones and maybe Intel iGPUs. Now, because the default n_ubatch value is 512, does this mean that the LLM "forgets" about the previous context every 512 tokens? Jun 18, 2023 · Assuming the OpenCL performance is in line with the gaming performance, it could possibly make sense to get two of them and use stuff like GGML GPU splitting feature May 14, 2023 · @nidhishs @JohannesGaessler, I believe @abetlen's policy is to expose all parameters that llama. Models in other data formats can be converted to GGUF using the convert_*. Feb 3, 2024 · llama-cpp-python(with CLBlast)のインストール; モデルのダウンロードと推論; なお、この記事ではUbuntu環境で行っている。もちろんCLBlastもllama-cpp-pythonもWindowsに対応しているので、適宜Windowsのやり方に変更して導入すること。 事前準備 cmakeのインストール May 20, 2023 · I have Old MacBook Pro with one intel GPU and one AMD discrete GPU. cpp on the Snapdragon X CPU is faster than on the GPU or NPU. cpp rust bindings. In any case, unless someone volunteers to maintain the OpenCL backend it will not be added back. Since its inception, the project has improved significantly thanks to many contributions. The main goal of llama. qwen2vl development by creating an account on GitHub. cpp: Start using your AI inference server by running models: . Jul 1, 2023 · Download clblast and opencl via vcpkg; Build and run llama. Contribute to LonKeyDotae/comfyui-llama. I hope ggml can using discrete GPU by default, or we can set GPU devic Aug 18, 2023 · Steps to Reproduce. So now running llama. Contribute to shakhor-shual/llama. cpp fully utilised Android GPU, but Offloading to GPU decreases performance for me. cpp，并开启你的 LLaMA 之旅。 随着技术的不断发展，llama. F16. txt. For example, we can have a tool like ggml-cuda-llama which is a very custom ggml translator to CUDA backend which works only with LLaMA graphs and nothing else, but does some very LLaMA-specific optimizations. OpenCL specifies a programming language (based on C99) for LLM inference in C/C++. cpp #5ea4339 Windows (MinGW64 gcc) OpenCL headers 20200327 with clinfo: Number of platforms 2 Platform Name NVIDIA CUDA Platform Vendor NVIDIA Corporation Platform Version OpenCL 3. Port of Facebook's LLaMA model in C/C++. cpp 的创新应用，让 AI 技术更好地服务于我们的 LLM inference in C/C++. LLM inference in C/C++ in comfyui. Because it can't run on openCL well I found recently. MLC LLM now supports 7B/13B/70B Llama-2 !! Vulkan and Metal. Nov 6, 2023 · OpenCL backend: ggml-opencl. cpp:light-cuda: This image only includes the main executable file. Contribute to manojramamurthy/llama. Contribute to mdrokz/rust-llama. 8B model on a Snapdragon 8 Gen 3 device and specified the ngl, program went crash. cpp. cpp with developed vulkan opencl backend. It is possible to add more support, such as OpenCL, sycl, webgpu-native Aug 7, 2023 · Hi i was wondering if there is any support for using llama. cpp_opencl development by creating an account on GitHub. Recent llama. Contribute to ggerganov/llama. I suggest to install level-zero running time and try again. If it works under one configuration but not under another, please provide logs for both configurations and their corresponding outputs so it is easy to see where behavior changes. OpenBMB development by creating an account on GitHub. We are not sitting in front of your screen, so the more detail the better. local/llama. cpp is to run the LLaMA model using 4-bit integer quantization on a MacBook. This means you'll have to compile llama. 0000 CPU min MHz: 408. Please include any relevant log snippets or files. Contribute to JamesPrudente/fork-llama. 2 release and llama. cpp at head with make LLAMA_VULKAN=1 and run TinyLlama Q4_0 then I get this: The llama. cpp" issues. I am using OpenCL ggml, and ggml default choose Intel GPU. cpp 仓库. The location C:\CLBlast\lib\cmake\CLBlast should be inside of where you downloaded the folder CLBlast from this repo (you can put it anywhere, just make sure you pass it to the -DCLBlast_DIR flag) How to: Use OpenCL with llama. 12 MiB llm_load_tensors: using OpenCL for GPU acceleration llm_load_tensor local/llama. cpp 已经支持 OpenCL 后端，因此我这里采用 Llama. Jul 10, 2023 · I browse all issues and the official setup tutorial of compiling llama. cpp to fully utilise the GPU. cpp compiles perfectly. My device is a Samsung s10+ with termux. Mar 19, 2025 · I have already deployed on the Android platform by cross-compiling with the Android NDK, and successfully run large models on the CPU. Jul 22, 2023 · I've followed the build guide for CLBlast in the README - I've installed opencl-headers and compiled OpenCL from source as well as CLBlast and then built the whole thing with cmake. Reload to refresh your session. Mar 19, 2025 · Name and Version Summary Running llama-cpp on an RK3588 (ARM64) platform produces garbled output after receiving any user input. Plain C/C++ implementation without dependencies; Apple silicon first-class citizen - optimized via ARM NEON, Accelerate and Metal frameworks MPI lets you distribute the computation over a cluster of machines. dll. cpp development by creating an account on GitHub. cpp#2059 just got merged in llama. Contribute to OpenBuddy/gs_llama. cpp requires the model to be stored in the GGUF file format. Same platform and device, Snapdragon/Adreno. Well optimized for Qualcomm Adreno GPUs in Snapdragon SoCs, this work marks a significant milestone in our continuing efforts to improve the performance and versatility of llama. Jul 6, 2024 · This was newly merged by the contributors into build a76c56f (4325) today, as first step. cpp-tuning development by creating an account on GitHub. Most GGUF models run fine, but any MoE model fails to execute on Adreno GPU. . dsp development by creating an account on GitHub. Current Behavior if i build with make LLAMA_CLBLAST=1 i always get the e local/llama. Thanks to the portabilty of OpenCL, the OpenCL backend can also run on certain Intel GPUs although the performance is not optimal. Now I want to enable OpenCL in Android APP to speed up the inference of LLM. cpp demo on my android device (QUALCOMM Adreno) with linux and termux. cpp/build-gpu $ GGML_OPENCL_PLATFORM GitHub Advanced Security. Contribute to chaosdevil/custom-llama. After a Git Bisect I found that 4d98d9a is the first bad commit. nix file. Contribute to sgwhat/llama-cpp development by creating an account on GitHub. When I tried to Jul 26, 2024 · I am trying to compile and run llama. Any suggestion on how to utilize the GPU? May 23, 2023 · Essentially, I compiled llama. Contribute to HimariO/llama. cpp and report similar issue to llama. Current Behavior Cross-compile OpenCL-SDK. 9. Contribute to mbeds/llama. But I found it is really confused by using MAKE tool and copy file from a src path to a dest path（Especially the official setup tutorial is little weird) May 13, 2023 · llama-cpp-python needs a library form of llama. 134 Hey, I'm looking for the latest version of llama. Feb 20, 2024 · Hi, I was able to build a version of Llama using clblast + llama on Android. md I first cross-compile OpenCL-SDK as follows Mar 9, 2024 · I am testing GPU offloading using llama. cpp OpenCL backend is designed to enable llama. The llama. cpp SYCL backend? No. In the case of CUDA, as expected, performance improved during GPU offloading. Apr 12, 2023 · Taking shortcuts and making custom hacks in favor of better performance is very welcome. cpp with Adreno® OpenCL backend has been well optimized on the Android devices powered by Qualcomm Snapdragon 8 Gen 1, 2, 3, and Elite mobile platforms, as well as the Snapdragon® X Elite Compute Platform running on Windows 11. 2454), 12 CPU, 16 GB: There now is a Windows for arm Vulkan SDK available for the Snapdragon X, but although llama. cpp library. Jul 23, 2023 · Same issue here. Junyouwei changed the title llama-cpp-python trigger OpenCL has difference with triggering original c++ code directly llama-cpp-python trigger OpenCL failure, has difference with triggering original c++ code directly Apr 25, 2024 Nov 3, 2023 · Failure Logs. Yeah, your issue with the Vulkan backend was unrelated to the backend itself, some sampling thing. Uses either f16 and f32 weights. Contribute to ggml-org/llama. cpp with OPENBLAS and CLBLAST support for use OpenCL GPU acceleration in FreeBSD. So, to run llama. /llama. qwen2. full log is： ~//llama. Plain C/C++ implementation without dependencies; Apple silicon first-class citizen - optimized via ARM NEON, Accelerate and Metal frameworks Jan 30, 2024 · Yesterday ggml-org/llama. Apr 21, 2024 · As #710, @Disty0 writes: New 6. cpp is to enable LLM inference with minimal setup and state-of-the-art performance on a wide variety of hardware - locally and in the cloud. Mar 15, 2025 · 希望本文能够帮助你入门 llama. But I don't check the root cause and when it's out of work. cpp-distributed development by creating an account on GitHub. dll or maybe libllama. Llamacpp allows to run quantized models on machines with limited compute. Reinstall llama-cpp-python using the following flags. Mar 27, 2024 · I'm unable to directly help with your use case, but I was able to successfully build llama. cpp which adds Vulkan support and a whole bunch of shaders. May 22, 2023 · You signed in with another tab or window. cpp on openCL, use CLBlas (openCL) backend is an optional. Tried -ngl with different numbers, it makes performance worse local/llama. # lscpu Architecture: aarch64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 8 On-line CPU(s) list: 0-7 Vendor ID: ARM Model name: Cortex-A55 Model: 0 Thread(s) per core: 1 Core(s) per socket: 4 Socket(s): 1 Stepping: r2p0 CPU(s) scaling MHz: 100% CPU max MHz: 1800. Here is a screenshot of the error: LLM inference in C/C++. Contribute to incroyable229/llama. Tried -ngl with different numbers, it makes performance worse Speed and recent llama. cpp changes re-pack Q4_0 models automatically to accelerated Q4_0_4_4 when loading them on supporting arm CPUs (PR #9921). cpp 也在不断进步。请保持对 llama. Contribute to david-95/Wllama. 0 CUDA 11. GitHub Gist: instantly share code, notes, and snippets. Dec 13, 2023 · Running commit 948ff13 the LLAMA_CLBLAST=1 support is broken. cpp with the OpenCL backend and ran llama-cli on a Samsung S25 (SoC: Snapdragon 8 Elite, GPU: Adreno 830). • Introducing the new OpenCL GPU backend in llama. . May 23, 2024 · With new (and nice) LocalScore I finaly did some GPU bench (after most CPU ;) ) this is from same config with llamafile-bench and llama-bench: If compare llamafile V0. Contribute to theunafraid/llama. Outlines provides an integration with Llama. dir\Release\ggml. I was also able to build llama. cpp using the llama-cpp-python library. cpp:full-cuda: This image includes both the main executable file and the tools to convert LLaMA models into ggml and convert into 4-bit quantization. It's important to note that llama-cpp-python serves as a Python wrapper around the llama. First, following README. 00 Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp llama. Contribute to ruribe17/llama. May 2, 2024 · It has better performance than openCL on Intel GPU. Contribute to DreamChaser-luzeyu/llama. Contribute to Saurish-t/llama-cpp development by creating an account on GitHub. If I want to use the Android device's GPU to run the model, wh Dec 18, 2024 · Share your llama-bench results along with the git hash and Vulkan info string in the comments. Edit the IMPORTED_LINK_INTERFACE_LIBRARIES_RELEASE to where you put OpenCL folder. cpp, a well-recognized project that is targeting large language models (LLMs) and has been Mar 24, 2025 · Build llama. Meet issue: Native API failed. cpp with OpenCL for Android platforms. llama. 6. 2-1B-Instruct. You signed out in another tab or window. 5vl development by creating an account on GitHub. cpp with Vulkan support in the Termux terminal emulator app on my Pixel 8 (Arm-v8a CPU, Mali G715 GPU) with the OpenCL packages not installed. cpp Vulkan backend: in the works ( Vulkan Implementation #2059 ) The existing backend implementations, even though mostly decoupled from the core ggml code, still rely on multiple hacks and custom tricks to be able to function properly. I use Github Desktop as the easiest way to keep llama. This gives me new hope that Raspberry Pi 5 GPU support will be possible. /server -m model. Mamba 2 inference in C/C++ of OpenCL. Jan 22, 2025 · Let's assume I want to analyze a long text document using llama. Contribute to Rmcrow/llama. openCL is not focused by SYCL backend. MPI lets you distribute the computation over a cluster of machines. We will surpport it. 27 LTS kernels are unable to run using the GPU. Contribute to George-Polya/llama. It is certainly required when doing apples-to-apples tests as we seem to be getting a number of "llama-cpp-python is slower than llama. cpp to GPU. Contribute to Git-TengSun/llama. Feb 6, 2025 · llama. Plain C/C++ implementation without dependencies; Apple silicon first-class citizen - optimized via ARM NEON, Accelerate and Metal frameworks; AVX, AVX2 and AVX512 support for x86 architectures; Mixed F16 / F32 precision May 22, 2023 · You signed in with another tab or window. gguf and ggml-model-f32. However, in the case of OpenCL, the more GPUs are used, the slower the speed becomes. h + ggml-opencl. Please read the instructions for use and activate this options in this document below. Oct 20, 2023 · I have run llama. Llama. cpp innovations: with the Q4_0_4_4 CPU-optimizations, the Snapdragon X's CPU got 3x faster. I would use Vulkan but my device doesn't support 16 Bit storage. h' file not fou Feb 6, 2025 · Qualcomm Technologies team is thrilled to announce the availability of a new backend based on OpenCL to the llama. Apr 3, 2023 · Is there a reason why would you want to run llama. gguf. cpp and MLC-LLM tutorial • Adreno OpenCL SDK, and programming guide and best practices: llama. Sep 3, 2023 · SDK version, e. cpp -m . gguf When running it seems to be working even if the output look weird and not matching the questi May 24, 2023 · Hi, I'm trying to compile llama. Contribute to RichardErkhov/llama. Plain C/C++ implementation without dependencies; Apple silicon first-class citizen - optimized via ARM NEON, Accelerate and Metal frameworks Port of Facebook's LLaMA model in C/C++. If I build llama. Feb 6, 2025 · Qualcomm Technologies team is thrilled to announce the availability of a new backend based on OpenCL to the llama. cpp vulkan backend : For exemple here is the bench with AMD iGPU (AMD Ryzen 9 7940HS w/ Radeon 780M Graphics (znver4) ): for Llama-3. cpp compiles/runs with it, currently (as of Dec 13, 2024) it produces un-usaably low-quality results. cpp on a gpu instead of llama (which already runs on gpu)? What is your usecase here? One usecase I see would be for Edge/IoT where a lot of low end edge devices have a GPU capable of running OpenCL (eg via mesa/rusticl) and the CPU isn't overly fast, even with ARM NEON, so it would allow better acceleration with minimal effort on those devices. I am using this model ggml-model-q4_0. cpp up to date, and also used it to locally merge the pull request. 6 and 6. It's same for other projects including llama. py Python scripts in this repo. llama 2 Inference . If you want to run llama. ; LLaMA-7B, LLaMA-13B, LLaMA-30B, LLaMA-65B all confirmed working; Hand-optimized AVX2 implementation; OpenCL support for GPU inference. LLama. cpp\build\ggml. g. cpp project. cpp with OpenCL support in the same way with the Vulkan packages unisntalled. cpp using my opencl drivers. It would be great if whatever they're doing is converted for llama. You switched accounts on another tab or window. cpp-1 development by creating an account on GitHub. cpp with clblast for faster generation with my radeon RX 6600, since generating with my cpu (i5-7400) is kinda slow. Failure Information (for bugs) Please help provide information about the failure if this is a bug. Jun 19, 2023 · Assuming the OpenCL performance is in line with the gaming performance, it could possibly make sense to get two of them and use stuff like GGML GPU splitting feature Run Llama. Notes: With this packages you can build llama. cpp, a well-recognized project that is targeting large language models (LLMs) and has been local/llama. OpenCL (Open Computing Language) is an open, royalty-free standard for cross-platform, parallel programming of diverse accelerators found in supercomputers, cloud servers, personal computers, mobile devices and embedded platforms. We can't support Ollama issue directly, because we aren't familiar with Ollama. Though I'm not sure if this really worked (or if I went wrong somewhere else), because tokens/sec performance does not seem better than the version compiled without OpenCL, but I need to do more testing maybe it works better for you? Feb 20, 2025 · 现在 llama. cpp on termux: #2169 when I run a qwen1. bvcu lvzd hfexpv lwv mtp klzb uurz evug ihbh xnfmhij