llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services (by meta-llama)

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llama-cookbook reviews and mentions

Posts with mentions or reviews of llama-cookbook. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-12-01.
  • Using AI to prototype games in the browser
    3 projects | dev.to | 1 Dec 2025
    While people often focus on the big models, smaller and more specialised models are increasingly important. Codex for code generation, Stable Diffusion for images, and small LLaMA-class models for focused tasks are all good examples.
  • 2025 Voice AI Guide: How to Make Your Own Real-Time Voice Agent (Part-1)
    7 projects | dev.to | 20 Sep 2025
    CSM (Conversational Speech Model) is a speech generation model from Sesame that generates RVQ audio codes from text and audio inputs. The model architecture employs a Llama backbone and a smaller audio decoder that produces Mimi audio codes.
  • Your 2025 Roadmap to Becoming an AI Engineer for Free for Vue.js Developers
    12 projects | dev.to | 6 Aug 2025
    Tip: Test prompts in a sandbox first. Use open-source models like Llama to avoid costs.
  • Playing with Open Source LLMs
    1 project | news.ycombinator.com | 29 Jul 2025
    The worst part is that they even lack internal consistency, so they (someone at least) know it's wrong, yet they persist regardless.

    > https://www.llama.com/ - "Industry Leading, Open-Source AI"

    > https://www.llama.com/llama4/license/ - “Llama Materials” means, collectively, Meta’s proprietary Llama 4

    Either the team that built the landing page (Marketing dept?) is wrong, or the legal department is wrong. I'm pretty sure I know who I'd bet on to be more correct.

  • Why Decentralized Compute Is the Future: My Developer POV on CUDOS Intercloud
    2 projects | dev.to | 25 Jul 2025
    Then deploy the LLM you want to use, it could be: Llama, Mistral, on the VM you set up on CUDOS intercloud.
  • Do you really need the Cloud to work with AI?
    4 projects | dev.to | 24 Jun 2025
    Gemini, OpenAI, Copilot, Deepseek, Llama, and many others enable AI in your applications or help you write code, but they all need an internet connection to be accessible. You need the Cloud or to connect to a managed service to get an answer from the model. In some scenarios, this approach exposes you to security issues or the risk of sharing data with another service, and you may want to avoid it.
  • How to simplify a Graph RAG architecture using Amazon Bedrock and SurrealDB
    2 projects | dev.to | 17 Jun 2025
    SurrealDB and Amazon Bedrock put an end to that sprawl. SurrealDB is a single, ACID-compliant engine that stores JSON documents, graph edges and vectors side-by-side, queried through one language (SurrealQL). Bedrock, in turn, gives you fully managed foundation models, Titan for embeddings, Claude or Llama 3 for generation - behind the familiar boto3 SDK. Together they form a lean, cost-efficient RAG stack.
  • What's Happening in Developer Tools? (OpenAI Just Bought Windsurf for $3B)
    7 projects | dev.to | 7 May 2025
    First, there are the LLM models powering the current craze: ChatGPT from OpenAI, Claude from Anthropic, Gemini from Google, and many more. Some of these models are proprietary, others like DeepSeek and Facebook's Llama are "somewhat open," and others like Mistral and Phi-3 from Microsoft are truly open.
  • Meta Llama 4 Model Series Full Analysis
    1 project | dev.to | 7 Apr 2025
    Meta Platforms has unveiled its latest suite of large language models (LLMs) under the Llama 4 series, marking a significant advancement in artificial intelligence technology. The Llama 4 collection introduces two primary models in April 2025: Llama 4 Scout and Llama 4 Maverick. These models are designed to process and translate various data formats, including text, video, images, and audio, showcasing their multimodal capabilities. Additionally, Meta has previewed Llama 4 Behemoth, an upcoming model touted as one of the most powerful LLMs to date, intended to assist in training future models.
  • Meta: Llama4
    6 projects | news.ycombinator.com | 5 Apr 2025
    https://www.llama.com/docs/model-cards-and-prompt-formats/ll...

    Very exciting. Benchmarks look good, and most importantly it looks like they did a lot of work improving vision performance (based on benchmarks).

    The new suggested system prompt makes it seem like the model is less censored, which would be great. The phrasing of the system prompt is ... a little disconcerting in context (Meta's kowtowing to Nazis), but in general I'm a proponent of LLMs doing what users ask them to do.

    Once it's on an API I can start throwing my dataset at it to see how it performs in that regard.

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