alphadl

darts.pytorch1.1

Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055

lookahead.pytorch

lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch

Neural-Machine-Translation

Several basic neural machine translation models implemented by PyTorch & TensorFlow

OOP-eval

The first Object-Oriented Programming (OOP) Evaluaion Benchmark for LLMs

proxifier_code

several free registration code for PROXIFIER

R1

🚀enhanced GRPO with more verifiable rewards and real-time evaluators

ErrorAnalysis_Prompt

:gift:[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT

ChatGPT4MT

🎁[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

ChatGPT-vs.-BERT

🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

alphadl/proxifier_code

several free registration code for PROXIFIER

alphadl/R1

🚀enhanced GRPO with more verifiable rewards and real-time evaluators

alphadl/OOP-eval

The first Object-Oriented Programming (OOP) Evaluaion Benchmark for LLMs

alphadl/SafeLLM_with_IntentionAnalysis

Towards Safe LLM with our simple-yet-highly-effective Intention Analysis Prompting

alphadl/CodeGen-USCD

Code Gen with "Uncertainty Aware Selective Contrastive Decoding"

alphadl/LanguageAware_Tuning

langauge-aware tuning for building accurate cross-lingual LLMs

alphadl/SafeVLM_with_AMIA

Towards Safe LVM with Automatic Masking and Joint Intention Analysis

alphadl/AlignLLMHumanSurvey

Aligning Large Language Models with Human: A Survey

alphadl/Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". It includes KD Algorithms (Labeling, Self-Knowledge, Self-Rewarding, SFT, etc.) leveraging data augmentation or synthesis for getting knowledge, Skill Distillation (e.g. instruction following), and specialized applications (law, healthcare).

alphadl/Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

alphadl/deep_learning_curriculum

Language model alignment-focused deep learning curriculum

alphadl/Efficient-LLMs-Survey

Efficient Large Language Models: A Survey

alphadl/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

alphadl/agents

An Open-source Framework for Autonomous Language Agents

alphadl/AGI-survey

alphadl/alphadl

statistics

alphadl/Awesome-LLM-Safety

A curated list of security-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the security implications, challenges, and advancements surrounding these powerful models.

alphadl/FireAct

FireAct: Toward Language Agent Fine-tuning

alphadl/ICD

[ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

alphadl/llama-moe

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

alphadl/LLM-Lite

clean LLM train/inference code

alphadl/LLMPapers

Papers & Works for large languange models (ChatGPT, GPT-3, Codex etc.).

alphadl/PromptBias

alphadl/RAM

A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).

alphadl/RLFromScratch

alphadl/rllm

Democratizing Reinforcement Learning for LLMs

alphadl/search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

alphadl/Step-Audio

alphadl/Unified-MoE-Compression

The official implementation of the paper "Demystifying the Compression of Mixture-of-Experts Through a Unified Framework".

alphadl/X-R1

minimal-cost for training 0.5B R1-Zero