A single human being is a magical complex system capable of many things. However, the real fun starts if you align and orchestrate the effort of thousands of human beings behind a single purpose. One human can build a hut 🛖, 1000s of humans can build pyramids. The same holds for multi-agent AI systems of … Read more
Try It Yourself You can run the code llama 2 code completion model right here on the Finxter blog: If the embedding doesn’t work for some reason, check out this URL of the Huggingface space. Example Fibonacci I have asked Code Llama 2 to complete my code “def fibonacci(n)” and it did it flawlessly! See … Read more
The State of AI Report 2023, encapsulates vital AI advancements in research, industry, and politics. It underscores GPT-4’s triumph, NVIDIA’s ascension to a $1T market cap due to GPU demand, and the proliferating open-source AI community with 32M LLaMa model downloads on Hugging Face in a month. While Chat-GPT emerges as a developer favorite, GenAI’s … Read more
🧑💻 TLDR: The BitVM whitepaper by Bitcoin developer Robin Linus introduces a method to implement Ethereum-like smart contracts on Bitcoin without a hard fork. BitVM proposes a system where contract logic is executed off-chain but verified on Bitcoin, similar to Ethereum’s optimistic rollups, BitVM enables Turing-complete Bitcoin contracts. The architecture employs fraud proofs and a … Read more
Open-source research on large language models (LLMs) is crucial for democratizing this powerful technology. Although open-source LLMs are now widely used and studied, they faced initial challenges and criticism. Early attempts at creating open-source LLMs like OPT and BLOOM had poor performance compared to closed-source models. This led researchers to realize the need for higher-quality … Read more
I love that Facebook (aka. Meta) released its large language model to researchers. The release of the first version has created a Cambrian explosion of open-source LLMs. I’ve written extensively about these tools in many Finxter blogs: But wait. Is Llama 2 open source in the first place? Let’s examine this important question! Is Llama … Read more
Meta (formerly Facebook) has released Llama 2, a new large language model (LLM) that is trained on 40% more training data and has twice the context length, compared to its predecessor Llama. Llama 2 is open-source so researchers and hobbyist can build their own applications on top of it. Llama 2 is trained on a … Read more
The new Claude 2 model from AI research company Anthropic has proved insane new capabilities. In this quick article, I’ll give you a short and concise overview of what you need to know. Claude 2 Overview Anthropic’s latest prodigy, Claude 2, is making waves. This AI language model, part of the Claude series, is a … Read more
ChatGPT Plus users can now use the “Code Interpreter” in Beta mode! If you cannot see it but you’re already a Plus member, you should activate it in the settings: OpenAI has just launched a novel and experimental feature for its celebrated language model, ChatGPT, called the “Code Interpreter”. This addition allows the model to … Read more
OpenAI Gym Overview 💡 OpenAI Gym is a powerful toolkit designed for developing and comparing reinforcement learning algorithms. By offering a standard API to communicate between learning algorithms and environments, Gym facilitates the creation of diverse, tunable, and reproducible benchmarking suites for a broad range of tasks. The availability of different environments, varying in difficulty, … Read more
Large language models (LLMs) are all the hype right now, and rightly so. Using LLMs, i.e., prompting, is the new programming. In this quick article, I’ll show you the best LLM Python libraries. Let’s get started! 👇 Top LLM Python Libraries First, we’ll cover OpenAI, LangChain, Hugging Face, Cohere, Pinecone, and ChatOpenAI. OpenAI OpenAI is … Read more
GPT-4All and Ooga Booga are two prominent tools in the world of artificial intelligence and natural language processing. GPT-4All, developed by Nomic AI, is a large language model (LLM) chatbot fine-tuned from the LLaMA 7B model, a leaked large language model from Meta (formerly Facebook). This chatbot is trained on a massive dataset of text … Read more