Llama 3
Llama 3 is now available to run on Ollama. This model is the next generation of Meta's state-of-the-art large language model, and is the most capable openly available LLM to date.
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How to prompt Code Llama
This guide walks through the different ways to structure prompts for Code Llama and its different variations and features including instructions, code completion and fill-in-the-middle (FIM).
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Run Llama 2 uncensored locally
This post will give some example comparisons running Llama 2 uncensored model versus its censored model.
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Reptile: A scalable meta-learning algorithm
We’ve developed a simple meta-learning algorithm called Reptile which works by repeatedly sampling a task, performing stochastic gradient descent on it, and updating the initial parameters towards the final parameters learned on that task. Reptile is the application of the Shortest Descent algorithm to the meta-learning setting, and is mathematically similar to first-order MAML (which is a version of the…
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Meta-learning for wrestling
We show that for the task of simulated robot wrestling, a meta-learning agent can learn to quickly defeat a stronger non-meta-learning agent, and also show that the meta-learning agent can adapt to physical malfunction.
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