booydar / babilong
BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.
☆152Updated last week
Related projects ⓘ
Alternatives and complementary repositories for babilong
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆199Updated 6 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆178Updated 3 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆195Updated 2 weeks ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning"☆91Updated 4 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆236Updated 4 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆160Updated 3 months ago
- The official evaluation suite and dynamic data release for MixEval.☆224Updated last week
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆129Updated 2 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆307Updated 7 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆115Updated last week
- This is the official repository for Inheritune.☆105Updated last month
- A simple unified framework for evaluating LLMs☆145Updated last week
- The official repo for "LLoCo: Learning Long Contexts Offline"☆113Updated 5 months ago
- ☆112Updated last month
- ☆125Updated 7 months ago
- Prune transformer layers☆64Updated 5 months ago
- ☆102Updated last month
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆277Updated 2 months ago
- Scaling Data-Constrained Language Models☆321Updated last month
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆139Updated this week
- Language models scale reliably with over-training and on downstream tasks☆94Updated 7 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆74Updated 10 months ago
- ☆247Updated last year
- LOFT: A 1 Million+ Token Long-Context Benchmark☆146Updated 3 weeks ago
- ☆451Updated 3 weeks ago
- Experiments on speculative sampling with Llama models☆118Updated last year
- Understand and test language model architectures on synthetic tasks.☆162Updated 6 months ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆216Updated 7 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- code for training & evaluating Contextual Document Embedding models☆117Updated this week