llama-dfdx
dalai
| llama-dfdx | dalai | |
|---|---|---|
| 2 | 59 | |
| 94 | 13,060 | |
| - | - | |
| 7.3 | 6.5 | |
| 10 months ago | 6 months ago | |
| Rust | CSS | |
| MIT License | - |
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llama-dfdx
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rustformers/llm: Run inference for Large Language Models on CPU, with Rust 🦀🚀🦙
Not a maintainer, but dfdx can run llama with CUDA!
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A brief history of LLaMA models
There's a rust deep learning library called dfdx that just setup llama: https://github.com/coreylowman/llama-dfdx
dalai
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Ask HN: What are the capabilities of consumer grade hardware to work with LLMs?
I agree, I've definitely seen way more information about running image synthesis models like Stable Diffusion locally than I have LLMs. It's counterintuitive to me that Stable Diffusion takes less RAM than an LLM, especially considering it still needs the word vectors. Goes to show I know nothing.
I guess it comes down to the requirement of a very high end (or multiple) GPU that makes it impractical for most vs just running it in Colab or something.
Tho there are some efforts:
https://github.com/cocktailpeanut/dalai
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Meta to release open-source commercial AI model
If you're just looking to play with something locally for the first time, this is the simplest project I've found and has a simple web UI: https://github.com/cocktailpeanut/dalai
It works for 7B/13B/30B/65B LLaMA and Alpaca (fine-tuned LLaMA which definitely works better). The smaller models at least should run on pretty much any computer.
- How can I run a large language model locally?
- meirl
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FreedomGPT: AI with no censorship
I am not against easy mode options dude, for example I used to run GANs through command line. I replaced them with Upscayl when I found it. Convenience is king after all. Something about this one isn't right though. They are advertising it as a model they built meanwhile their own github show it to be a frontend of LLAMA. Why aren't they honest about it? Why use bots to spam about it? This causes me to not trust the executable they share to 1 to 1 compliation of the source code neither. I would still recommend looking for more decent alternatives. Btw, running it directly isn't that complicated
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Google removes the waitlist on Bard today and will be available in 180 more countries
https://github.com/ggerganov/llama.cpp https://github.com/oobabooga/text-generation-webui https://github.com/mlc-ai/mlc-llm https://github.com/cocktailpeanut/dalai https://github.com/ido-pluto/catai (this is super easy to install but it doesnt provide an api or have integration with langchain)
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ChatGPT Data Breach BreakDown - Why it Should be a Concern for Everyone!
This was easy to get running: https://github.com/cocktailpeanut/dalai with alpaca 13B (on my 16GB or ram)
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A brief history of LLaMA models
I had it running before with Dalai (https://github.com/cocktailpeanut/dalai) but have since moved to using the browser based WebGPU method (https://mlc.ai/web-llm/) which uses Vicuna 7B and is quite good.
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Meet Atom the GPT Assistant, an AI-powered Smart Home Assistant. It's like Google Assistant but with endless possibility of ChatGPT, it's like Siri but with extensibility of Open Source power.
https://github.com/nsarrazin/serge let's you pick which model and runs in a container. For API https://github.com/cocktailpeanut/dalai looks super promising.
- Mercredi Tech - 2023-04-26
What are some alternatives?
llm - An ecosystem of Rust libraries for working with large language models
gpt4all - gpt4all: run open-source LLMs anywhere
LLaMA_MPS - Run LLaMA inference on Apple Silicon GPUs.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
llama - Inference code for Llama models
alpaca-lora - Instruct-tune LLaMA on consumer hardware
peft - 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
llama.cpp - LLM inference in C/C++
web-llm - Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.