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Download Messenger Lama: What Is It and Why You Might Want It
If you are interested in generative AI and secure messaging, you might have heard of Messenger Lama, a tool that can run a GPT-3-level AI model on your laptop, phone, or Raspberry Pi. But what is Messenger Lama exactly, and why would you want to use it? In this article, we will explain what Messenger Lama is, how it works, what are its benefits and drawbacks, how to download and use it, and what are some alternatives to it.
What Is Messenger Lama?
Messenger Lama is not an official product or service from Meta, the company formerly known as Facebook. It is a combination of a leaked version of Meta's LLaMA project, a GPT-3-class AI large language model, and a tool called llama.cpp that can run LLaMA locally on various devices.
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A GPT-3-level AI large language model
A large language model (LLM) is a type of artificial neural network that can generate natural language text based on a given input or prompt. LLMs are trained on massive amounts of text data from various sources, such as books, websites, social media posts, etc. The more data and parameters an LLM has, the more powerful and versatile it is.
GPT-3 is one of the most famous and advanced LLMs in the world. It was developed by OpenAI, a research organization dedicated to creating artificial intelligence that can benefit humanity. GPT-3 has 175 billion parameters, which is more than any other LLM in existence. GPT-3 can generate coherent and diverse texts on almost any topic, from stories and poems to code and summaries.
LLaMA is Meta's own version of GPT-3. It was announced in November 2022 as a new large language model that can run on a single GPU, which is much more efficient and accessible than GPT-3, which requires multiple GPUs or cloud computing services. LLaMA has different sizes of models, ranging from 7 billion to 65 billion parameters. According to Meta, LLaMA's smaller-sized models can match GPT-3's quality and speed of output.
A leaked version of Meta's LLaMA project
Meta released the LLaMA code open source, but it did not release the weights, which are the trained knowledge stored in the neural network. The weights are essential for running LLaMA and generating texts. Meta only made the weights available to qualified researchers who applied for access.
However, on March 2, 2023, someone leaked the LLaMA weights on BitTorrent, a peer-to-peer file-sharing network. This means that anyone who downloaded the weights could run LLaMA on their own devices without Meta's permission or supervision.
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A tool to run LLaMA locally on various devices
Running LLaMA locally means that you can use it without connecting to the internet or relying on Meta's servers. This gives you more privacy and control over your data and texts. However, running LLaMA locally also requires some technical skills and resources.
One of the tools that can help you run LLaMA locally is llama.cpp, which was created by Georg your device and backend. You can find more instructions on how to run llama.cpp on GitHub.
The commands and options to run Messenger Lama
Once you have installed Messenger Lama on your device, you can use it to generate texts using LLaMA. You can use the following commands and options to run Messenger Lama:
- To generate a text from a prompt, use the command `./llama -p "your prompt"` where "your prompt" is the text that you want LLaMA to continue or complete. For example, `./llama -p "Hello, world!"` will generate a text that starts with "Hello, world!". - To generate a text from a file, use the command `./llama -f "your file"` where "your file" is the name of the file that contains the text that you want LLaMA to continue or complete. For example, `./llama -f "story.txt"` will generate a text that continues or completes the story in the file "story.txt". - To generate a text with a specific length, use the option `-l "your length"` where "your length" is the number of tokens that you want LLaMA to generate. A token is a unit of text, such as a word, a punctuation mark, or a space. For example, `./llama -p "Hello, world!" -l 100` will generate a text that starts with "Hello, world!" and has 100 tokens. - To generate a text with a specific temperature, use the option `-t "your temperature"` where "your temperature" is a number between 0 and 1 that controls the randomness and diversity of LLaMA's output. A lower temperature means more predictable and consistent texts, while a higher temperature means more surprising and varied texts. For example, `./llama -p "Hello, world!" -t 0.5` will generate a text that starts with "Hello, world!" and has a moderate level of randomness and diversity. - To generate a text with a specific top-k sampling, use the option `-k "your top-k"` where "your top-k" is a number that controls how many candidates LLaMA considers for each token. A lower top-k means more focused and coherent texts, while a higher top-k means more diverse and creative texts. For example, `./llama -p "Hello, world!" -k 10` will generate a text that starts with "Hello, world!" and considers only 10 candidates for each token. - To generate a text with a specific top-p sampling, use the option `-p "your top-p"` where "your top-p" is a number between 0 and 1 that controls how much probability mass LLaMA considers for each token. A lower top-p means more confident and concise texts, while a higher top-p means more diverse and verbose texts. For example, `./llama -p "Hello, world!" -p 0.9` will generate a text that starts with "Hello, world!" and considers only candidates that have at least 90% of the total probability mass for each token. You can combine these options to fine-tune LLaMA's output according to your preferences and needs. You can also use other options to change LLaMA's settings, such as the model size, the backend type, the seed value, etc. You can find more information on these options on GitHub.
What Are the Alternatives to Messenger Lama?
Messenger Lama is not the only tool that can help you generate texts using generative AI or communicate securely with others. Here are some of the alternatives to Messenger Lama that you might want to consider:
Other open source large language models
If you are interested in generative AI but do not want to use LLaMA or Meta's products or services, you can try other open source large language models that are available online. Some of these models are:
- GPT-Neo: An open source replication of GPT-3 by EleutherAI, a group of researchers and enthusiasts who aim to democratize access to large language models. GPT-Neo has 2.7 billion parameters and can be accessed through Hugging Face, an online platform for natural language processing. - GPT-J: An open source continuation of GPT-Neo by Stella Biderman and Leo Gao from EleutherAI. GPT-J has 6 billion parameters and can be accessed through Hugging Face or through an online playground created by Aran Komatsuzaki. - Megatron-LM: An open source framework for training large language models by NVIDIA Research. Megatron-LM can scale up to hundreds of billions of parameters and can be used to train custom models or fine-tune existing models. Megatron-LM can be accessed through GitHub or through NVIDIA's NGC cloud platform. - JAX: An open source library for high-performance machine learning research by Google. JAX can be used to create and train large language models using NumPy, TensorFlow, or PyTorch. JAX can be accessed through GitHub or through Google Colab, an online notebook environment. Other secure messaging apps
If you are interested in secure messaging but do not want to use Messenger Lama or generative AI, you can try other secure messaging apps that are available online. Some of these apps are:
- Signal: A secure messaging app that uses end-to-end encryption and does not collect any user data or metadata. Signal also supports voice and video calls, group chats, stickers, and disapp