llm
An ecosystem of Rust libraries for working with large language models (by rustformers)
SD-CN-Animation
This script allows to automate video stylization task using StableDiffusion and ControlNet. (by volotat)
| llm | SD-CN-Animation | |
|---|---|---|
| 41 | 20 | |
| 5,954 | 802 | |
| 3.1% | - | |
| 9.4 | 8.0 | |
| about 2 months ago | 6 months ago | |
| Rust | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of llm.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-07.
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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
SD-CN-Animation
Posts with mentions or reviews of SD-CN-Animation.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-11.
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AnimDiff
1) generate video using https://github.com/camenduru/animatediff 2) upscale using SD-CN https://github.com/volotat/SD-CN-Animation 3) interpolate frames using https://github.com/google-research/frame-interpolation 4) add audio using https://huggingface.co/spaces/suno/bark
- Doctor Strange Multiverse Maestro (SD-CN)
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Controlnet Error: "No ControlNetUnit detected in args".
I removed two extensions I wasn't using that occur before it in alphabetical order (for video... SD-CN-Animation and Infinite Zoom ). I think it may have been the latter two which were the problem.
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I've been playing with AI transformations and made these gifs. If anyone has any interesting suggestions, I'll see if I can make some of them. Done with 'Craiyon' and 'Dream by WOMBO'
they are probably using something like this in background https://github.com/volotat/SD-CN-Animation
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Turning a viral NPC girl into an actual NPC. Made with SD-CN-Animation. Instruction in the comments.
Tool used: https://github.com/volotat/SD-CN-Animation
- Weekly Megathread - 14 May 2023
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Experimenting with SD-CN-Animation extension
Extension: SD-CN-Animation Model: Breaking Domain Realistic Seed: 435324545
- volotat/SD-CN-Animation: This script allows to automate video stylization task using StableDiffusion and ControlNet.
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New loopback animation method using FloweR + TemporalNet + LUFS
FloweR https://github.com/volotat/SD-CN-Animation/ Estimates a flow map out of last 4 for image (caveman txt2video)
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Optical flow installation for a Stable Diffusion extension
The command "conda install pytorch=1.6.0 torchvision=0.7.0 cudatoolkit=10.1 matplotlib tensorboard scipy opencv -c pytorch" is asking to install Google Authenticator in an environment, as part of a package install. Trying to install this https://github.com/princeton-vl/RAFT to run this https://github.com/volotat/SD-CN-Animation
What are some alternatives?
When comparing llm and SD-CN-Animation you can also consider the following projects:
llama.cpp - LLM inference in C/C++
AnimateDiff - Official implementation of AnimateDiff.
ggml - Tensor library for machine learning
infinite-zoom-automatic1111-webui - infinite zoom effect extension for AUTOMATIC1111's webui - stable diffusion
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
AnimateDiff - Official implementation of AnimateDiff.
alpaca-lora - Instruct-tune LLaMA on consumer hardware
RAFT
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
character-editor - Create, edit and convert AI character files for CharacterAI, Pygmalion, Text Generation, KoboldAI and TavernAI
llm vs llama.cpp
SD-CN-Animation vs AnimateDiff
llm vs ggml
SD-CN-Animation vs infinite-zoom-automatic1111-webui
llm vs GPTQ-for-LLaMa
SD-CN-Animation vs AnimateDiff
llm vs alpaca-lora
SD-CN-Animation vs RAFT
llm vs alpaca.cpp
SD-CN-Animation vs private-gpt
llm vs character-editor
SD-CN-Animation vs llama.cpp