LLaMA_MPS
Multi-Modality-Arena
| LLaMA_MPS | Multi-Modality-Arena | |
|---|---|---|
| 4 | 1 | |
| 566 | 364 | |
| - | 4.1% | |
| 10.0 | 7.7 | |
| about 1 year ago | 12 days ago | |
| Python | Python | |
| GPL-3.0 | - |
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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
Multi-Modality-Arena
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[R] Tiny LVLM-eHub: Early Multimodal Experiments with Bard - OpenGVLab, Shanghai AI Laboratory 2023 - Encourages innovative strategies aimed at advancing multimodal techniques!
Github: https://github.com/OpenGVLab/Multi-Modality-Arena
What are some alternatives?
llama-mps - Experimental fork of Facebooks LLaMa model which runs it with GPU acceleration on Apple Silicon M1/M2
InternGPT - InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
m1xxx - Unofficial native Mixxx builds for macOS (Apple Silicon/Intel) and Linux
LLMSurvey - The official GitHub page for the survey paper "A Survey of Large Language Models".
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
youtube-ai-assistant - AI Assistant to get summarized text from Youtube video and also get instant answers to your queries related to video
RedPajama-Data - The RedPajama-Data repository contains code for preparing large datasets for training large language models.
Qwen-VL - The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.
vanilla-llama - Plain pytorch implementation of LLaMA
product-description-generator - Generate SEO-compliant product description using product title and meta- keywords provided by the user.
llama-dfdx - LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!
dolly - Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform