tatsu-lab / alpaca_farmLinks
A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
☆840Updated last year
Alternatives and similar repositories for alpaca_farm
Users that are interested in alpaca_farm are comparing it to the libraries listed below
Sorting:
- [NIPS2023] RRHF & Wombat☆808Updated 2 years ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆551Updated last year
- ☆771Updated last year
- Multi-agent Social Simulation + Efficient, Effective, and Stable alternative of RLHF. Code for the paper "Training Socially Aligned Langu…☆353Updated 2 years ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆544Updated last year
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆387Updated 2 years ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆899Updated 3 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,808Updated 7 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆361Updated 2 years ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆767Updated 2 years ago
- RewardBench: the first evaluation tool for reward models.☆683Updated last week
- Expanding natural instructions☆1,027Updated 2 years ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆972Updated last year
- Dromedary: towards helpful, ethical and reliable LLMs.☆1,144Updated 4 months ago
- Official repository for LongChat and LongEval☆533Updated last year
- ☆250Updated 3 years ago
- LOMO: LOw-Memory Optimization☆988Updated last year
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆584Updated 2 years ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆567Updated 11 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆667Updated last year
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,083Updated 2 years ago
- Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467☆303Updated 11 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆350Updated 2 years ago
- PaL: Program-Aided Language Models (ICML 2023)☆517Updated 2 years ago
- [ICLR 2024] Lemur: Open Foundation Models for Language Agents☆555Updated 2 years ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,141Updated 2 years ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆565Updated 2 years ago
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆774Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,936Updated 5 months ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆630Updated last year