rllama
ai-guide
| rllama | ai-guide | |
|---|---|---|
| 7 | 4 | |
| 521 | 112 | |
| - | - | |
| 6.2 | 10.0 | |
| 3 months ago | 11 months ago | |
| Rust | ||
| GNU Affero General Public License v3.0 | - |
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.
rllama
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Ask HN: Who wants to be hired? (July 2023)
Location: San Francisco
Remote: No preference, as long as I don't have to move far from Bay Area
Willing to relocate: No
Technologies: C, Rust, Golang, Haskell, Lisp, Python, Lua, OpenGL, SQLite3, JavaScript, PostgreSQL, AWS EC2, S3, ECS, Batch.
Resume: https://www.linkedin.com/in/mikjuola
Email: [email protected]
---
I've been working at the Bay Area since 2015, most recently at Pinterest. At work, I've done big data pipelines, designed some batch job systems, computing metrics, handling billing APIs, lots of Python, Go and Java and working with AWS, i.e. backend and data engineer stuff.
But I'm trying to look for work that's more in line with what I do on my free time: Challenging low-level C or Rust programming, machine learning implementations (see e.g. this thing I made https://github.com/Noeda/rllama/, graphics programming or research-type work, uncommon programming languages.
If you scroll through my random crap repositories you can see what kind of things I'm interested in: https://github.com/Noeda?tab=repositories
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State-of-the-art open-source chatbot, Vicuna-13B, just released model weights
No, my project is called rllama. No relation to GGML. https://github.com/Noeda/rllama
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Where can I learn more about SIMD, CPU intrinsics and the like in the context of Rust?
I have seen some Rust attempts as well such as https://github.com/Noeda/rllama/ but they are still way behind the C++ ones. This seems like an interesting space to get into.
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Show HN: Alpaca.cpp – Run an Instruction-Tuned Chat-Style LLM on a MacBook
I ran it on a 128 RAM machine with a Ryzen 5950X. It's not fast, 4 seconds per token. But it's just about fits without swapping. https://github.com/Noeda/rllama/
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Llama.rs – Rust port of llama.cpp for fast LLaMA inference on CPU
I've counted three different Rust LLaMA implementations on r/rust subreddit this week:
https://github.com/Noeda/rllama/ (pure Rust+OpenCL)
https://github.com/setzer22/llama-rs/ (ggml based)
https://github.com/philpax/ggllama (also ggml based)
There's also a discussion on GitHub issue on setzer's repo to collaborate a bit on these separate efforts: https://github.com/setzer22/llama-rs/issues/4
- Rust+OpenCL+AVX2 implementation of LLaMA inference code
- Pure Rust CPU and OpenCL implementation of LLaMA language model
ai-guide
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WormGPT – The Generative AI Tool Cybercriminals Are Using
Read this a bit outdated article https://github.com/Crataco/ai-guide/blob/main/guide/original...
Or you can also see here https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderb...
- Now that sucks
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4-Apr-2023
Models guide (https://github.com/Crataco/ai-guide/blob/main/guide/models.md)
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State-of-the-art open-source chatbot, Vicuna-13B, just released model weights
Hi! Funnily enough I couldn't find much on it either, so that's exactly what I've been working on myself for the past few months: just in case this kind of question got asked.
I've recently opened a GitHub repository which includes information for both AI model series[0] and frontends you can use to run them[1]. I've also wrote a Reddit post that's messier, but a lot more technical[2].
I try to keep them as up-to-date as possible, but I might've missed something or my info may not be completely accurate. It's mostly to help get people's feet wet.
[0] - https://github.com/Crataco/ai-guide/blob/main/guide/models.m...
What are some alternatives?
llama.cpp - LLM inference in C/C++
marvin - ✨ Build AI interfaces that spark joy
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
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
dalai - The simplest way to run LLaMA on your local machine
ultraviolet - A wide linear algebra crate for games and graphics.
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
litestar - Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs
llama-tools - Tools for the LLaMA language model
80r3d
stanford_alpaca - Code and documentation to train Stanford's Alpaca models, and generate the data.