llm_osint
LLaMA_MPS
llm_osint | LLaMA_MPS | |
---|---|---|
3 | 4 | |
114 | 566 | |
- | - | |
4.8 | 10.0 | |
8 months ago | about 1 year ago | |
Python | Python | |
MIT License | GPL-3.0 |
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.
llm_osint
LLaMA_MPS
-
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.
-
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)
-
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.
-
llama VS LLaMA_MPS - a user suggested alternative
2 projects | 10 Mar 2023
What are some alternatives?
llm_agents - Build agents which are controlled by LLMs
llama-mps - Experimental fork of Facebooks LLaMa model which runs it with GPU acceleration on Apple Silicon M1/M2
Dorkify - Perform Google Dork search with Dorkify
m1xxx - Unofficial native Mixxx builds for macOS (Apple Silicon/Intel) and Linux
CrossLinked - LinkedIn enumeration tool to extract valid employee names from an organization through search engine scraping
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
lambdapi - Serverless runtime environment tailored for code produced by LLMs. Automatic API generation from your code, support for multiple programming languages, and integrated file and database storage solutions.
RedPajama-Data - The RedPajama-Data repository contains code for preparing large datasets for training large language models.
chroma - the AI-native open-source embedding database
vanilla-llama - Plain pytorch implementation of LLaMA
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!
llama-dfdx - LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!