zeno-ml / zeno-build
Build, evaluate, understand, and fix LLM-based apps
☆485Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for zeno-build
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆541Updated last year
- PaL: Program-Aided Language Models (ICML 2023)☆474Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆530Updated 8 months ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆478Updated 6 months ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆471Updated last month
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆462Updated last month
- Expanding natural instructions☆960Updated 11 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆240Updated last year
- All available datasets for Instruction Tuning of Large Language Models☆237Updated 11 months ago
- ☆453Updated this week
- Generate textbook-quality synthetic LLM pretraining data☆488Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆440Updated 8 months ago
- A curated list of awesome instruction tuning datasets, models, papers and repositories.☆309Updated last year
- OpenAlpaca: A Fully Open-Source Instruction-Following Model Based On OpenLLaMA☆301Updated last year
- A joint community effort to create one central leaderboard for LLMs.☆287Updated 3 months ago
- ☆710Updated 5 months ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆427Updated 4 months ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆886Updated last month
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆318Updated last year
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆756Updated last year
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆457Updated 2 years ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆214Updated last year
- A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research …☆895Updated 5 months ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆623Updated 9 months ago
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆583Updated last year
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆206Updated 10 months ago
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆193Updated last week
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆745Updated this week
- Build Hierarchical Autonomous Agents through Config. Collaborative Growth of Specialized Agents.☆298Updated 11 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆318Updated 10 months ago