jianzhnie / awesome-instruction-datasets

Related projects ⓘ

Alternatives and complementary repositories for awesome-instruction-datasets

• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆745Updated this week
• GaryYufei / AlignLLMHumanSurvey
  Aligning Large Language Models with Human: A Survey
  ☆700Updated last year
• declare-lab / instruct-eval
  This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
  ☆530Updated 8 months ago
• xfactlab / orpo
  Official repository for ORPO
  ☆421Updated 5 months ago
• magpie-align / magpie
  Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…
  ☆495Updated 2 weeks ago
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆756Updated last year
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆500Updated 6 months ago
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆440Updated 8 months ago
• allenai / open-instruct
  ☆1,385Updated this week
• glgh / awesome-llm-human-preference-datasets
  A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.
  ☆318Updated last year
• yuchenlin / LLM-Blender
  [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…
  ☆886Updated last month
• zhilizju / Awesome-instruction-tuning
  A curated list of awesome instruction tuning datasets, models, papers and repositories.
  ☆309Updated last year
• yaodongC / awesome-instruction-dataset
  A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
  ☆1,080Updated 10 months ago
• huggingface / cosmopedia
  ☆453Updated this week
• tjunlp-lab / Awesome-LLMs-Evaluation-Papers
  The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.
  ☆716Updated 6 months ago
• RenzeLou / awesome-instruction-learning
  Papers and Datasets on Instruction Tuning and Following. ✨✨✨
  ☆460Updated 7 months ago
• epfLLM / Megatron-LLM
  distributed trainer for LLMs
  ☆545Updated 6 months ago
• Shark-NLP / OpenICL
  OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
  ☆541Updated last year
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆384Updated 6 months ago
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆427Updated 4 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆560Updated 8 months ago
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆567Updated this week
• raunak-agarwal / instruction-datasets
  All available datasets for Instruction Tuning of Large Language Models
  ☆237Updated 11 months ago
• google-research / distilling-step-by-step
  ☆432Updated last year
• ZigeW / data_management_LLM
  Collection of training data management explorations for large language models
  ☆287Updated 3 months ago
• philschmid / deep-learning-pytorch-huggingface
  ☆686Updated last month
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆437Updated last month
• yule-BUAA / MergeLM
  Codebase for Merging Language Models (ICML 2024)
  ☆774Updated 6 months ago
• ruixiangcui / AGIEval
  ☆710Updated 5 months ago
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆315Updated 10 months ago