Alternatives and similar repositories for awesome-instruction-datasets

Users that are interested in awesome-instruction-datasets are comparing it to the libraries listed below

• magpie-align / magpie
  [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …
  ☆775Updated 6 months ago
• declare-lab / instruct-eval
  This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
  ☆547Updated last year
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆769Updated 2 years ago
• GaryYufei / AlignLLMHumanSurvey
  Aligning Large Language Models with Human: A Survey
  ☆733Updated 2 years ago
• glgh / awesome-llm-human-preference-datasets
  A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.
  ☆378Updated last year
• google-research / distilling-step-by-step
  ☆560Updated 2 years ago
• yaodongC / awesome-instruction-dataset
  A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
  ☆1,132Updated last year
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆570Updated 9 months ago
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆674Updated 3 months ago
• leobeeson / llm_benchmarks
  A collection of benchmarks and datasets for evaluating LLM.
  ☆511Updated last year
• chujiezheng / chat_templates
  Chat Templates for 🤗 HuggingFace Large Language Models
  ☆702Updated 9 months ago
• zhilizju / Awesome-instruction-tuning
  A curated list of awesome instruction tuning datasets, models, papers and repositories.
  ☆339Updated 2 years ago
• tjunlp-lab / Awesome-LLMs-Evaluation-Papers
  The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.
  ☆780Updated last year
• AGI-Edgerunners / LLM-Adapters
  Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
  ☆1,204Updated last year
• epfLLM / Megatron-LLM
  distributed trainer for LLMs
  ☆580Updated last year
• huggingface / cosmopedia
  ☆541Updated 10 months ago
• RenzeLou / awesome-instruction-learning
  Papers and Datasets on Instruction Tuning and Following. ✨✨✨
  ☆499Updated last year
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆473Updated last year
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆888Updated this week
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,866Updated last month
• yuchenlin / LLM-Blender
  [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…
  ☆965Updated 11 months ago
• ZigeW / data_management_LLM
  Collection of training data management explorations for large language models
  ☆334Updated last year
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆515Updated last year
• xfactlab / orpo
  Official repository for ORPO
  ☆464Updated last year
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆631Updated last year
• yule-BUAA / MergeLM
  Codebase for Merging Language Models (ICML 2024)
  ☆850Updated last year
• philschmid / deep-learning-pytorch-huggingface
  ☆1,292Updated 7 months ago
• hendrycks / test
  Measuring Massive Multitask Language Understanding | ICLR 2021
  ☆1,503Updated 2 years ago
• bigcode-project / bigcode-evaluation-harness
  A framework for the evaluation of autoregressive code generation language models.
  ☆981Updated 2 months ago
• HillZhang1999 / llm-hallucination-survey
  Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …
  ☆1,044Updated 10 months ago