LLaMA_MPS
m1xxx
| LLaMA_MPS | m1xxx | |
|---|---|---|
| 4 | 2 | |
| 566 | 31 | |
| - | - | |
| 10.0 | 9.5 | |
| about 1 year ago | 10 days ago | |
| Python | Python | |
| GPL-3.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
LLaMA_MPS
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A brief history of LLaMA models
Most places that recommend llama.cpp for mac fail to mention https://github.com/jankais3r/LLaMA_MPS, which runs unquantized 7b and 13b models on the M1/M2 GPU directly. It's slightly slower, (not a lot), and significantly lower energy usage. To me the win not having to quantize is huge; I wish more people knew about it.
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Databricks Releases 15K Record Training Corpus for Instruction Tuning LLMs
I saw this: https://github.com/jankais3r/LLaMA_MPS
it runs slightly slower on the GPU than under llama.cpp but uses much less power doing so
I would guess the slowness is due to immaturity of the PyTorch MPS backend, the asitop graphs show it doing a bunch of cpu along with the gpu, so it might be inefficiently falling back to cpu for some ops and swapping layers back and forth (I have no idea, just guessing)
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Apples effort on developing Chat GPT like functions?
Not chatgpt, but also nothing to sneeze at. https://github.com/jankais3r/LLaMA_MPS 7B llm on 32gb m1 pro.
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llama VS LLaMA_MPS - a user suggested alternative
2 projects | 10 Mar 2023
m1xxx
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Mixx Error opening DJControl Inpulse 500 Internal PortAudio MacOS Mac Silicon M1 Fix
Reinstall Mixx using Homebrew from this repo that provides support for Apple Silicon (M1/M2): https://github.com/fwcd/m1xxx (just run the following commands in the terminal)
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Mixxx 2.3.4 Released
m1xxx is available and working well for Apple silicon: https://github.com/fwcd/m1xxx
What are some alternatives?
llama-mps - Experimental fork of Facebooks LLaMa model which runs it with GPU acceleration on Apple Silicon M1/M2
applemusicrp - Discord Rich Presence for Apple Music w/ Album Artwork!
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
Now-Playing-Serato - Titling software for streamers who use DJ software like Serato, Virtual DJ, and more.
RedPajama-Data - The RedPajama-Data repository contains code for preparing large datasets for training large language models.
asitop - Perf monitoring CLI tool for Apple Silicon
vanilla-llama - Plain pytorch implementation of LLaMA
sdxl-demos - Python demos for testing out the Stable Diffusion's XL (SDXL 0.9) model.
Multi-Modality-Arena - Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, BLIP-2, and many more!
GuitarTuner - Guitar tuner program made with Python, Tkinter and PyAudio.
llama-dfdx - LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!
Apple-Silicon-Guide - Apple Silicon Guide. Learn all about the A17 Pro, A16 Bionic, R1, M1-series, M2-series, and M3-series chips. Along with all the Devices, Operating Systems, Tools, Gaming, and Software that Apple Silicon powers.