axolotl
libsignal
| axolotl | libsignal | |
|---|---|---|
| 29 | 24 | |
| 5,811 | 2,917 | |
| 9.3% | 2.1% | |
| 9.8 | 9.8 | |
| 6 days ago | 1 day ago | |
| Python | Rust | |
| Apache License 2.0 | 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.
axolotl
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Ask HN: Most efficient way to fine-tune an LLM in 2024?
The approach I see used is axolotl with QLoRA using cloud GPUs which can be quite cheap.
https://github.com/OpenAccess-AI-Collective/axolotl
- FLaNK AI - 01 April 2024
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LoRA from Scratch implementation for LLM finetuning
https://github.com/OpenAccess-AI-Collective/axolotl
- Optimized Triton Kernels for full fine tunes
- Axolotl
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Let’s Collaborate to Build a High-Quality, Open-Source Dataset for LLMs!
One option is to look at what Axolotl uses. They have a list of different dataset formats that they support. They're mostly in JSON with specific field names, so you could start putting a dataset together with a text editor or a JSON editor.
- Axolotl: Streamline fine-tuning of AI models
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Dataset Creation Tools?
You can save that overall set into a json file and load it up as training data in whatever you're using. I'm using axolotl for it at the moment. Though a GUI based option is probably best for the first couple of tries until you get a feel for the options.
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Progress on Reproducing Phi-1/1.5
Looking forward to the results! If it turns out the dataset is reproducible, then it might be a good candidate for ReLora training on axolotl!
libsignal
- Police used Cellebrite to break into my phone, how do I prevent this in the future?
- EU haluaa kieltää vahvan salauksen - vaatii takaportteja viestisovelluksiin
- Signal has begun it's transition towards post-quantum key exchanges
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libsignal-go built for go1.20+
I am in the process of building a Go implementation of the libsignal-protocol, which powers the Signal app.
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End-to-end encrypted messages need more than libsignal
How is twitter intending to use libsignal? I doubt it would be via the primary AGPL license[1], forcing them to publish the source code of their server source code. Does signal sell private licenses?
[1] https://github.com/signalapp/libsignal/blob/main/LICENSE
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Twitter Will Adopt Signal Protocol for Encrypted DMs
The Signal Protocol is licensed under AGPLv3 (see here).
Signal protocol is AGPL3 https://github.com/signalapp/libsignal
- Twitter to Encrypt Direct Messages Using Signal Protocol, Shows Code
- Elon Musk says he wants 'Twitter 2.0' to have video chat, voice calls, and encrypted DMs — and has enlisted the help of Signal's founder
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Snap Store administrators removed signal-desktop from Ubuntu Snap
This is the license for libsignal: https://github.com/signalapp/libsignal/blob/main/LICENSE
The only reference to trademark is:
> Notwithstanding any other provision of this License, for material you add to a covered work, you may (if authorized by the copyright holders of that material) supplement the terms of this License with terms:
What are some alternatives?
signal-cli - signal-cli provides an unofficial commandline, JSON-RPC and dbus interface for the Signal messenger.
gpt-llm-trainer
axolotl - A Signal compatible cross plattform client written in Go, Rust and Vuejs
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Signal-Desktop - A private messenger for Windows, macOS, and Linux.
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
status-mobile - a free (libre) open source, mobile OS for Ethereum
LMFlow - An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
openpgpjs - OpenPGP implementation for JavaScript
koboldcpp - A simple one-file way to run various GGML and GGUF models with KoboldAI's UI
nimbus-eth2 - Nim implementation of the Ethereum Beacon Chain