llama-dfdx
llm
| llama-dfdx | llm | |
|---|---|---|
| 2 | 41 | |
| 94 | 5,954 | |
| - | 3.1% | |
| 7.3 | 9.4 | |
| 10 months ago | about 2 months ago | |
| Rust | Rust | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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-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
llm
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Open-sourcing a simple automation/agent workflow builder
We're open-sourcing a project that lets you build simple automations/agent workflows that use LLMs for different tasks. Kinda like Zapier or IFTTT but focused on using natural language to accomplish your tasks.It's super early but we'd love to start getting feedback to steer it in the right direction. It currently supports OpenAI and local models through llm.
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Meta's Segment Anything written with C++ / GGML
> Tensorflow is a C++ framework that has Python bindings and a Python library, but when the models are served they are running on C++
Sure, and it's only a simple 20 step process that involves building Tensorflow from source. Yeay!
https://medium.com/@hamedmp/exporting-trained-tensorflow-mod...
Let me see what the process for compiling a LLM written in Rust is....
https://github.com/rustformers/llm
cargo install llm-cli -
Announcing Floneum (A open source graph editor for local AI workflows written in rust)
Floneum is a graph editor for local AI workflows. It uses llm to run large language models locally, egui, and dioxus for the frontend, and wasmtime for the plugin system. If you are interested in the project, consider joining the discord, or building a plugin for Floneum in rust using WASI
- are there anytools or frameworks similar to "langchain" or "llamaindexbut implemented or designed in a language other than python?
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(1/2) May 2023
Run inference for Large Language Models on CPU, with Rust (https://github.com/rustformers/llm)
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I built a multi-platform desktop app to easily download and run models, open source btw
On the rustformers github page I see that one of the commands to generate the answer is llm llama infer -m ggml-gpt4all-j-v1.3-groovy.bin -p "Rust is a cool programming language because", my basic idea for now is to change the Tauri app to let it do -p prompt, which receives from my code through the link or through a shared variable (if I don't use the link and start different times your app)
- Weekly Megathread - 14 May 2023
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rustformers/llm: Run inference for Large Language Models on CPU, with Rust 🦀🚀🦙
wonnx has done some fantastic work in this regard, so that's where we plan to start once we get there. In terms of general discussion of alternate backends, see this issue.
- llm: a Rust crate/CLI for CPU inference of LLMs, including LLaMA, GPT-NeoX, GPT-J and more
What are some alternatives?
LLaMA_MPS - Run LLaMA inference on Apple Silicon GPUs.
llama.cpp - LLM inference in C/C++
dalai - The simplest way to run LLaMA on your local machine
ggml - Tensor library for machine learning
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
alpaca-lora - Instruct-tune LLaMA on consumer hardware
peft - 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
web-llm - Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.
SD-CN-Animation - This script allows to automate video stylization task using StableDiffusion and ControlNet.