aymeric-roucher / LongContext_vs_RAG_NeedleInAHaystackLinks
Comparing retrieval abilities from GPT4-Turbo and a RAG system on a toy example for various context lengths
☆35Updated last year
Alternatives and similar repositories for LongContext_vs_RAG_NeedleInAHaystack
Users that are interested in LongContext_vs_RAG_NeedleInAHaystack are comparing it to the libraries listed below
Sorting:
- Track the progress of LLM context utilisation☆54Updated 6 months ago
- NeurIPS 2023 - Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer☆44Updated last year
- SCREWS: A Modular Framework for Reasoning with Revisions☆27Updated 2 years ago
- Mixing Language Models with Self-Verification and Meta-Verification☆109Updated 10 months ago
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆60Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆105Updated last month
- ☆55Updated 11 months ago
- ReBase: Training Task Experts through Retrieval Based Distillation☆29Updated 8 months ago
- Explore the use of DSPy for extracting features from PDFs 🔎☆47Updated last year
- ☆88Updated last year
- Using multiple LLMs for ensemble Forecasting☆16Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year
- ☆46Updated 2 years ago
- Simple GRPO scripts and configurations.☆59Updated 8 months ago
- Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).☆79Updated last year
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆90Updated 3 weeks ago
- Score LLM pretraining data with classifiers☆54Updated last year
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- ☆20Updated last year
- LLM reads a paper and produce a working prototype☆57Updated 6 months ago
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- EMNLP 2024 "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for…☆27Updated 10 months ago
- Exploring limitations of LLM-as-a-judge☆19Updated last year
- ☆25Updated 5 months ago
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆58Updated last week
- ☆57Updated 2 years ago
- Just a bunch of benchmark logs for different LLMs☆118Updated last year
- Code for our paper PAPILLON: PrivAcy Preservation from Internet-based and Local Language MOdel ENsembles☆59Updated 5 months ago
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆35Updated last year
- Using open source LLMs to build synthetic datasets for direct preference optimization☆68Updated last year