chat-llama-discord-bot
LLaMA_MPS
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| chat-llama-discord-bot | LLaMA_MPS | |
|---|---|---|
| 1 | 4 | |
| 113 | 566 | |
| - | - | |
| 6.5 | 10.0 | |
| 11 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | GPL-3.0 |
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chat-llama-discord-bot
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
What are some alternatives?
mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
llama-mps - Experimental fork of Facebooks LLaMa model which runs it with GPU acceleration on Apple Silicon M1/M2
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
m1xxx - Unofficial native Mixxx builds for macOS (Apple Silicon/Intel) and Linux
signal-aichat - An AI chatbot for Signal powered by Google Bard, Bing Chat, ChatGPT, HuggingChat, and llama.cpp
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
vanilla-llama - Plain pytorch implementation of LLaMA
RedPajama-Data - The RedPajama-Data repository contains code for preparing large datasets for training large language models.
fantasy_football_chat_bot - GroupMe Discord and Slack Chatbot for ESPN Fantasy Football
yal-discord-bot - Yet Another LLaMA/ALPACA Discord Bot
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!