Llama-3.1 (405B & 8B) + Groq + TogetherAI : FULLY FREE Copilot! (Coding Copilot with ContinueDev)

AICodeKing
25 Jul 202409:58

TLDRIn this video, the host introduces Llama 3.1, a new AI model available in 405B, 70B, and 8B variants, demonstrating impressive performance. The 45B model rivals Frontier models like GPT 40 and Claude 3.5, while the 8B model is equally remarkable. The host plans to create a coding co-pilot using these models, leveraging TogetherAI's API for the 405B model and Groq for the 70B model, both offering free credits and rate-limited usage. The 8B model will be hosted locally for autocomplete via AMA. The video also covers setting up a shell co-pilot with shell GPT and integrating it with ContinueDev, an open-source extension supporting local and remote models. The host invites viewers to try the co-pilot and provides a step-by-step guide on configuration.

Takeaways

  • 🚀 Llama 3.1 has been launched with variants of 8B, 70B, and 405B, showing impressive performance for their sizes.
  • 🔍 The 45B model is comparable to Frontier models like GPT 40 and Claude 3.5, Sonet, highlighting its efficiency.
  • 🤖 The video discusses creating a co-pilot using these models, with the 405B model requiring an API due to its size.
  • 💳 Together AI is suggested for the API, offering a free $25 credit to try out the co-pilot functionality.
  • 🆓 Groq is mentioned as an alternative for the 70B model, allowing for free, rate-limited API usage for chat.
  • 🔧 AMA is used to host the 8B model locally for faster autocomplete functionality.
  • 🛠️ The video provides a step-by-step guide on setting up the co-pilot with Together AI, Groq, and AMA.
  • 📝 Continue Dev is recommended as an extension for integrating local models and APIs from Together AI and Groq.
  • 🔄 The setup includes configuring shell GPT with light LLM for shell suggestions and chat integration.
  • 🔑 API keys from Together AI and Groq are essential for accessing and configuring the models.
  • 🔄 The video also covers how to switch between different model configurations for chat and autocomplete.

Q & A

  • What new models has Llama 3.1 launched?

    -Llama 3.1 has launched three new models: an 8B variant, a 70B variant, and a 405B variant.

  • How does the performance of the 405B model compare to Frontier models like GPT 40 and Claude 3.5?

    -The 405B model is on par with Frontier models like GPT 40 and Claude 3.5, showing great results given its size.

  • What is the purpose of creating a co-pilot with these new models?

    -The purpose is to utilize the advanced capabilities of these new models, particularly for tasks like coding assistance, by integrating them into a co-pilot system.

  • Why can't the 405B model be locally hosted for the co-pilot?

    -The 405B model is too large to be locally hosted, requiring an API for its use in the co-pilot system.

  • Which service is used for the API to try out the 405B model?

    -TogetherAI is used for the API, as they offer a free $25 credit for users to try out the model.

  • How can the 70B model be configured for chat via Groq?

    -Groq has added the 70B model and allows for rate-limited API usage for free, which can be used for chat purposes.

  • What is the role of AMA in hosting the 8B model?

    -AMA is used to host the 8B model locally, making it suitable for use as an autocomplete model due to its faster performance.

  • What is the advantage of using the 8B model for autocomplete?

    -The 8B model can be easily hosted locally, making autocomplete faster and not dependent on internet connectivity.

  • How can users get the ContinueDev extension to work with local models and TogetherAI?

    -Users need to install the ContinueDev extension, enter their TogetherAI API key, and configure the model settings to work with local models and TogetherAI.

  • What additional features does the chat interface provide besides chatting?

    -The chat interface allows users to generate code, insert code into files, copy code, and add code bases and files for code references.

Outlines

00:00

🚀 Launch of Llama 3.1 Models and Co-Pilot Configuration

The video introduces the launch of new Llama 3.1 models, including an 8B, 70B, and 405B variant. These models have shown impressive performance, especially the 45B model, which rivals larger Frontier models like GPT 40 and Claude 3.5. The video aims to create a co-pilot using these models, leveraging an API from Together AI for the larger models and Gro for the 70B model. The 8B model will be hosted locally for autocomplete functionality. The video will guide viewers through setting up a co-pilot with these models, using shell GPT for shell suggestions and the Continue Dev extension for integration with local and remote models.

05:01

🛠️ Setting Up Co-Pilot with Llama 3.1 for Chat and Autocompletion

This paragraph details the process of setting up the co-pilot with Llama 3.1 models. It starts with registering on Together AI to get the API key and $25 credit, and obtaining the API key from Gro for rate-limited free usage. The viewer is guided through installing shell GPT and light LLM, configuring them with the Together AI and Gro API keys, and setting the model to Llama 3.1. The video then moves on to installing the Continue Dev extension, configuring it to work with the Llama 3.1 model via Together AI and Gro, and enabling chat and code generation features. The paragraph concludes with instructions on setting up AMA for hosting the 8B model locally for autocomplete, ensuring a seamless and efficient co-pilot experience.

Mindmap

Keywords

💡Llama-3.1

Llama-3.1 refers to a series of new AI models with varying sizes, including 8B, 70B, and 405B variants. These models are highlighted in the video for their impressive performance relative to their size, particularly the 45B model, which is said to be on par with other Frontier models like GPT 40 and Claude 3.5. The term is central to the video's theme of exploring and utilizing advanced AI for coding assistance.

💡TogetherAI

TogetherAI is mentioned as a platform that offers a free $25 credit for API usage, which is significant in the context of the video as it allows the creator to test and implement the Llama-3.1 models without incurring immediate costs. It is part of the strategy to develop a 'co-pilot' using these AI models.

💡Co-pilot

In the video, a 'co-pilot' refers to an AI-assisted coding tool that integrates with the user's development environment to provide real-time coding assistance, such as chat and shell suggestions. The term is used to describe the end goal of the video's tutorial on setting up an AI coding assistant using Llama-3.1 models.

💡API

API, or Application Programming Interface, is a set of rules and protocols for building software applications. In the script, the API is essential for accessing the Llama-3.1 models remotely, especially for the larger 405B variant, which cannot be hosted locally.

💡Groq

Groq is highlighted as a platform that has added the 70B variant of the Llama-3.1 model and allows for rate-limited API usage for free. This is significant as it provides an alternative to TogetherAI for chat functionality, offering another free option for users.

💡AMA

AMA is an acronym mentioned in the script for a tool that can be used to host the 8B variant of the Llama-3.1 model locally. This is part of the strategy to make the AI co-pilot faster and more accessible without relying on remote servers.

💡Autocomplete

Autocomplete, in the context of the video, refers to the feature that suggests code completions as a developer types. The script discusses using the 8B model for this purpose, as it is efficient and can be hosted locally, providing a faster experience.

💡ContinueDev

ContinueDev is an extension mentioned in the script that works well with local models and has built-in integration for Groq and TogetherAI. It is presented as the go-to choice for setting up the co-pilot extension, which is open source and enhances the coding experience.

💡Shell GPT

Shell GPT is a tool discussed in the video for creating a shell co-pilot, similar to GitHub's co-pilot shell suggestion feature. It is used in conjunction with Light LLM and TogetherAI to provide shell suggestions, enhancing the functionality of the co-pilot.

💡Light LLM

Light LLM is a component mentioned for integration with Shell GPT to facilitate the configuration with TogetherAI and Groq. It is part of the setup process for the shell co-pilot feature of the AI assistant.

💡Rate Limited

Rate Limited refers to the restriction on the number of API calls that can be made within a certain time frame. In the script, Groq's API is described as being free but rate limited, which means users can utilize the service without cost but with usage constraints.

Highlights

Llama 3.1 has been launched with variants of 8B, 70B, and 405B.

The 405B model is comparable to Frontier models like GPT 40 and Claude 3.5 in performance.

The 8B model is also impressive for its size.

A co-pilot using these new models is being developed.

For the co-pilot, an API is needed, and TogetherAI is used due to their free $25 credit offer.

The 405B model cannot be locally hosted, necessitating the use of an API.

The 70B model can be configured for chat via Gro for free.

Gro allows rate-limited API usage for free.

The 8B model will be used as the autocomplete model hosted locally.

AMA will be used to host the 8B model locally.

Continue Dev is the chosen extension for its integration capabilities and open-source nature.

TogetherAI offers a free $25 credit for API usage.

Shell GPT is used for creating a shell co-pilot, similar to GitHub's co-pilot shell suggestion feature.

Light LM is integrated with TogetherAI and Gro for configuration.

The Continue Dev extension is installed for model integration.

The Llama 3.1 model is configured in the Continue Dev extension for chat.

The chat interface allows for code generation and insertion into files.

Gro can be used with the chat interface by entering the API key and selecting the Llama 3 model.

The Llama 3.18B model is used locally for auto-completion.

AMA is used for installing the Llama 3.1 8B model for auto-completion.

The co-pilot configuration allows for complex creation using the 405B model via remote server and local auto-completion.

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