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Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Train transformer language models with reinforcement learning.
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
Example models using DeepSpeed
Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
A library for advanced large language model reasoning
800,000 step-level correctness labels on LLM solutions to MATH problems
ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].
GAOKAO-Bench is an evaluation framework that utilizes GAOKAO questions as a dataset to evaluate large language models.
PaL: Program-Aided Language Models (ICML 2023)
VeOmni: Scaling any Modality Model Training to any Accelerators with PyTorch native Training Framework
Retrieval-Augmented Theorem Provers for Lean
The official repo for "Vidi: Large Multimodal Models for Video Understanding and Editing"
Syntax-Aware Network for Handwritten Mathematical Expression Recognition
Mix of Minimal Optimal Sets (MMOS) of dataset has two advantages for two aspects, higher performance and lower construction costs on math reasoning.
https://albertqjiang.github.io/Portal-to-ISAbelle/