alpaca-lora VS llama.cpp

Compare alpaca-lora vs llama.cpp and see what are their differences.

alpaca-lora

Instruct-tune LLaMA on consumer hardware (by tloen)

llama.cpp

LLM inference in C/C++ (by ggerganov)
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alpaca-lora llama.cpp
107 744
18,073 53,471
- -
3.6 9.9
about 1 month ago 6 days ago
Jupyter Notebook C++
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.

alpaca-lora

Posts with mentions or reviews of alpaca-lora. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-11.

llama.cpp

Posts with mentions or reviews of llama.cpp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-27.

What are some alternatives?

When comparing alpaca-lora and llama.cpp you can also consider the following projects:

ollama - Get up and running with Llama 2, Mistral, Gemma, and other large language models.

gpt4all - gpt4all: run open-source LLMs anywhere

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

ggml - Tensor library for machine learning

alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM

FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧

ChatGLM-6B - ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

safetensors - Simple, safe way to store and distribute tensors

AutoGPT - AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.