vfive's repositories
a_star_on_grids
Best practices for implementing A* with a focus on four- and eight-connected grid worlds.
AMADEE20-GeoAI
Files used for Amadee20 remote sensing
digital-elevation-model
To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。
discopy
The Python toolkit for computing with string diagrams.
instagraph
Converts text input or URL into knowledge graph and displays
llama2-fine-tune
Scripts for fine-tuning Llama2 via SFT and DPO.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops
popjaxrl
Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]
dspy
DSPy: The framework for programming—not prompting—foundation models
graphrag-local-ollama
Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
hierarchical_pathfinding
A Rust crate to find Paths on a Grid using HPA* (Hierarchical Pathfinding A*) and Hierarchical Dijkstra
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
MathBlackBox
LLM MCTS for better math performance
ml-4m
4M: Massively Multimodal Masked Modeling
Offroad-routing-engine
Off-road Navigation & Analysis System
ollama
Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.
pathfinding
Pathfinding library for rust
PROMST
Automatic prompt optimization framework for multi-step agent tasks.
pysheds
:earth_americas: Simple and fast watershed delineation in python.
rag-data-openai-python-promptflow
A copilot sample that uses python to ground the copilot responses in company data.
relbert
The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.
self-rewarding-lm-pytorch
Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
ttt-lm-jax
Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
ttt-lm-pytorch
Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
wn
A modern, interlingual wordnet interface for Python
xdem
Analysis of digital elevation models (DEMs)