booydar / babilongLinks
BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.
☆211Updated last week
Alternatives and similar repositories for babilong
Users that are interested in babilong are comparing it to the libraries listed below
Sorting:
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆206Updated last year
- The official evaluation suite and dynamic data release for MixEval.☆245Updated 10 months ago
- The HELMET Benchmark☆171Updated 3 weeks ago
- A simple unified framework for evaluating LLMs☆243Updated 5 months ago
- Reproducible, flexible LLM evaluations☆244Updated 2 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆271Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆199Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆214Updated last month
- Benchmarking LLMs with Challenging Tasks from Real Users☆241Updated 10 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆143Updated 10 months ago
- LOFT: A 1 Million+ Token Long-Context Benchmark☆209Updated 3 months ago
- DSIR large-scale data selection framework for language model training☆258Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆311Updated last year
- Evaluating LLMs with fewer examples☆161Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆310Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆240Updated 10 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆137Updated 2 years ago
- code for training & evaluating Contextual Document Embedding models☆197Updated 4 months ago
- Replicating O1 inference-time scaling laws☆89Updated 9 months ago
- Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'☆229Updated last month
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆223Updated last year
- ☆127Updated 11 months ago
- ☆188Updated 4 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆107Updated 6 months ago
- Language models scale reliably with over-training and on downstream tasks☆98Updated last year
- Code for Zero-Shot Tokenizer Transfer☆137Updated 8 months ago
- Understand and test language model architectures on synthetic tasks.☆224Updated 2 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 5 months ago
- A simplified implementation for experimenting with RLVR on GSM8K, This repository provides a starting point for exploring reasoning.☆122Updated 7 months ago