Alternatives and similar repositories for Optimization-by-PROmpting

Users that are interested in Optimization-by-PROmpting are comparing it to the libraries listed below

• neulab / gemini-benchmark
  ☆150Updated last year
• WHGTyen / BIG-Bench-Mistake
  A dataset of LLM-generated chain-of-thought steps annotated with mistake location.
  ☆81Updated last year
• Anni-Zou / Meta-CoT
  Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
  ☆97Updated last year
• SALT-NLP / demonstrated-feedback
  ☆127Updated 11 months ago
• microsoft / simulated-trial-and-error
  ☆122Updated last year
• martin-wey / CodeUltraFeedback
  CodeUltraFeedback: aligning large language models to coding preferences (TOSEM 2025)
  ☆72Updated last year
• bigcode-project / astraios
  Astraios: Parameter-Efficient Instruction Tuning Code Language Models
  ☆62Updated last year
• austrian-code-wizard / c3po
  ☆29Updated last month
• salesforce / BOLAA
  ☆183Updated 7 months ago
• LLM360 / Analysis360
  Open Implementations of LLM Analyses
  ☆106Updated 11 months ago
• architsharma97 / dpo-rlaif
  ☆100Updated last year
• facebookresearch / Shepherd
  This is the repo for the paper Shepherd -- A Critic for Language Model Generation
  ☆219Updated 2 years ago
• clinicalml / co-llm
  Co-LLM: Learning to Decode Collaboratively with Multiple Language Models
  ☆118Updated last year
• rxlqn / awesome-llm-self-reflection
  augmented LLM with self reflection
  ☆131Updated last year
• lz1oceani / verify_cot
  ☆135Updated last year
• google / sycophancy-intervention
  Scripts for generating synthetic finetuning data for reducing sycophancy.
  ☆115Updated 2 years ago
• reasoning-machines / prompt-lib
  A set of utilities for running few-shot prompting experiments on large-language models
  ☆122Updated last year
• uclaml / Rephrase-and-Respond
  Official repo of Respond-and-Respond: data, code, and evaluation
  ☆104Updated last year
• veronica320 / Faithful-COT
  Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".
  ☆163Updated last year
• Lichang-Chen / InstructZero
  Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts…
  ☆196Updated last year
• kyegomez / phi-1
  Plug in and play implementation of " Textbooks Are All You Need", ready for training, inference, and dataset generation
  ☆74Updated last year
• haoliuhl / chain-of-hindsight
  Simple next-token-prediction for RLHF
  ☆227Updated last year
• CogNLP / CogAGENT
  ☆35Updated 2 years ago
• sanyalsunny111 / LLM-Inheritune
  This is the official repository for Inheritune.
  ☆113Updated 7 months ago
• declare-lab / flacuna
  Flacuna was developed by fine-tuning Vicuna on Flan-mini, a comprehensive instruction collection encompassing various tasks. Vicuna is al…
  ☆111Updated 2 years ago
• allenai / CommonGen-Eval
  Evaluating LLMs with CommonGen-Lite
  ☆91Updated last year
• IBM / SALMON
  Self-Alignment with Principle-Following Reward Models
  ☆165Updated 4 months ago
• sher222 / LeReT
  Learning to Retrieve by Trying - Source code for Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval
  ☆50Updated 10 months ago
• sambanova / toolbench
  ToolBench, an evaluation suite for LLM tool manipulation capabilities.
  ☆160Updated last year
• salesforce / summary-of-a-haystack
  Codebase accompanying the Summary of a Haystack paper.
  ☆79Updated 11 months ago