| tabby | llama.cpp | |
|---|---|---|
| 26 | 780 | |
| 17,534 | 57,984 | |
| 5.2% | - | |
| 9.9 | 10.0 | |
| 1 day ago | 5 days ago | |
| Rust | C++ | |
| GNU General Public License v3.0 or later | MIT License |
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.
tabby
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IBM Granite: A Family of Open Foundation Models for Code Intelligence
https://github.com/TabbyML/tabby can run self-hosted AI coding assistants. I tried it a while ago and it worked with Nvim pretty easily. There is a VS code extension too. The extension will just sort of "read" with you and provide suggestions from time to time. Anytime the suggestion is good you can press some key ( by default) to accept it. It's basically autocomplete on steroids.
- Google CodeGemma: Open Code Models Based on Gemma [pdf]
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What AI assistants are already bundled for Linux?
NixOS just got tabbyml[1] which is built on llama-cpp. Working on systemsd services the weekend and updating latest tabbyml release which supports rocm in addition to cuda
[1] https://github.com/TabbyML/tabby
[2] https://github.com/NixOS/nixpkgs/pull/291744
- FLaNK Stack Weekly 19 Feb 2024
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Show HN: Tabby back end in 20 Python lines (self-hosted AI coding assistant)
Nice implementation! It should serve as a great reference for a minimal Tabby's backend API. Thank you for sharing it!
Yeah - ultimately, it won't be as performant or feature-rich compared to https://github.com/TabbyML/tabby, but it's still perfect for educational purposes!
- Stable Code 3B: Coding on the Edge
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Show HN: I built local copilot alternative using Codellama
Looks interesting! What are the main differences between this and https://github.com/TabbyML/tabby ?
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Ask HN: Who is hiring? (October 2023)
TabbyML | Software Engineer (Rust) | REMOTE
Self-hosted AI coding assistant. An opensource / on-prem alternative to GitHub Copilot.
Project: https://github.com/TabbyML/tabby
Tabby is seeking a Software Engineer proficient in Rust to join our core engineering team. In this role, you will be responsible for developing the following features:
- Show HN: Tabby – AI Coding Assistant Runs on Apple M1/M2 GPU
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Meta: Code Llama, an AI Tool for Coding
There are a bunch of VSCode extensions that make use of local models. Tabby seems to be the most friendly right now, but I admittedly haven't tried it myself: https://tabbyml.github.io/tabby/
llama.cpp
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IBM Granite: A Family of Open Foundation Models for Code Intelligence
if you can compile stuff, then looking at llama.cpp (what ollama uses) is also interesting: https://github.com/ggerganov/llama.cpp
the server is here: https://github.com/ggerganov/llama.cpp/tree/master/examples/...
And you can search for any GGUF on huggingface
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Ask HN: Affordable hardware for running local large language models?
Yes, Metal seems to allow a maximum of 1/2 of the RAM for one process, and 3/4 of the RAM allocated to the GPU overall. There’s a kernel hack to fix it, but that comes with the usual system integrity caveats. https://github.com/ggerganov/llama.cpp/discussions/2182
- Xmake: A modern C/C++ build tool
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Better and Faster Large Language Models via Multi-Token Prediction
For anyone interested in exploring this, llama.cpp has an example implementation here:
https://github.com/ggerganov/llama.cpp/tree/master/examples/...
- Llama.cpp Bfloat16 Support
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Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps
Getting started with LLMs can be intimidating. In this tutorial we will show you how to fine-tune a large language model using LoRA, facilitated by tools like llama.cpp and KitOps.
- GGML Flash Attention support merged into llama.cpp
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Phi-3 Weights Released
well https://github.com/ggerganov/llama.cpp/issues/6849
- Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
- Llama.cpp Working on Support for Llama3
What are some alternatives?
fauxpilot - FauxPilot - an open-source alternative to GitHub Copilot server
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
turbopilot - Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
gpt4all - gpt4all: run open-source LLMs anywhere
refact - WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
aider - aider is AI pair programming in your terminal
ggml - Tensor library for machine learning
ollama-ui - Simple HTML UI for Ollama
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM