Build a Large Language Model (From Scratch) This repository contains the code for developing, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book Build a Large Language M
【AI】Deep Dive into LLMs like ChatGPT_2 03:31:24 【AI】The Path To AGI, Deceptive AIs, Building a Virtual Cell 54:58 【AI】OpenAI Deep Research,让普通人一下变强好几倍的的主题研究 Agent 01:23:18 【AI】DeepSeek 的颠覆、冲击、争议和误解 01:20:33 【AI】Reinforcement Learning ...
[2401.05268] AUTOACT: Automatic Agent Learning from Scratch via Self-Planning (arxiv.org) Introduction 当前LLM Agent 在许多复杂任务上取得了相当可观的表现。尽管在这个领域进行了不断的探索,现有的 LLM Agent 系统仍然面临着昂贵的、不可重现的数据依赖性,并且面临将单一模型用于多个功能的挑战。为此,本文引入...
This branch is84 commits ahead of,181 commits behindrasbt/LLMs-from-scratch:main. Folders and files Name Last commit message Last commit date parent directory .. README.md 完成ch05中部分内容翻译 Aug 24, 2024 为训练循环扩展更多功能 主章节使用了一个相对简单的训练函数来保持代码的可读性,并受第...
https://github.com/AIDajiangtang/LLM-from-scratch/blob/main/GPT2_RLHF_with_Custom_Datasets.ipynb 总的来说,RLHF就是通过人类的反馈学习人类偏好,然后再将这种偏好转移给大模型。 但人类很难在漫长训练过程中充当实时在线标注员,所以,我们可以基于人类线下标注的偏好数据训练一个奖励模型(RM model,也叫偏好...
They rely on a self-attention mechanism to capture global dependencies between input and output. They are often used for natural language processing and they are the basis for large language models (LLMs) such as BERT and ChatGPT™.
Despite the impressive performance across numerous tasks, Large Language Models (LLMs) often fail in solving simple decision-making tasks due to the misalignment of the knowledge in LLMs with environments. On the contrary, Reinforcement Learning (RL) agents learn policies from scratch, which makes ...
PySACX This repo contains a Pytorch implementation of the SAC-X RL Algorithm [1]. It uses the Lunar Lander v2 environment from OpenAI gym. The SAC-X algorithm enables learning of complex behaviors from scratch in the presence of multiple sparse reward signals. ...
Once you understand which settings work well, try a more accurate model, such asInception-v3orResNet-50, and see if that improves your results. Size When you deploy to edge devices such as Raspberry Pi®or FPGAs, choose a model with a low memory footprint, such asSqueezeNetorMobileNet-...
Will Apple Intelligence Support Third-Party LLMs or Custom AI Agent Integrations? Hi everyone, I’m an AI engineer working on autonomous AI agents and exploring ways to integrate them into the Apple ecosystem, especially via Siri and Apple Intelligence. I was impressed by Apple’s integration of...