Coconut download for Linux

This is the Linux app named Coconut whose latest release can be downloaded as coconutsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

MÀN HÌNH:

Dừa

SỰ MIÊU TẢ:

Coconut is the official PyTorch implementation of the research paper “Training Large Language Models to Reason in a Continuous Latent Space.” The framework introduces a novel method for enhancing large language models (LLMs) with continuous latent reasoning steps, enabling them to generate and refine reasoning chains within a learned latent space rather than relying solely on discrete symbolic reasoning. It supports training across multiple reasoning paradigms—including standard Chain-of-Thought (CoT), no-thought, and hybrid configurations—using configurable training stages and latent representations. The repository is built with Hugging Face Transformers, PyTorch Distributed, and Weights & Biases (wandb) for logging, supporting large-scale experiments on mathematical and logical reasoning datasets such as GSM8K, ProntoQA, and ProsQA.

Tính năng

• Reproducible experiment scripts matching the paper’s benchmark protocols
• Supports distributed multi-GPU training with torchrun and mixed-precision (bf16)
• Dataset preprocessing tools for GSM8K, ProntoQA, and ProsQA
• Integrated wandb logging and checkpoint management across training stages
• Modular YAML-based configuration for multi-stage training and evaluation
• Implements continuous latent reasoning for LLMs beyond discrete CoT prompting

Ngôn ngữ lập trình

Python, Vỏ Unix

Danh Mục

This is an application that can also be fetched from https://sourceforge.net/projects/coconut.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.