HKUNLP / ChunkLlamaLinks
[ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
☆439Updated 11 months ago
Alternatives and similar repositories for ChunkLlama
Users that are interested in ChunkLlama are comparing it to the libraries listed below
Sorting:
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆473Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆349Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 9 months ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆389Updated last year
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆381Updated last year
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆747Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆631Updated last year
- ☆307Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆184Updated 11 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆268Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆434Updated last year
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆150Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆210Updated 3 weeks ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆206Updated last year
- Repository of LV-Eval Benchmark☆70Updated last year
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆263Updated 2 months ago
- ☆269Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆232Updated 6 months ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆312Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆570Updated 9 months ago
- ☆318Updated 4 months ago
- DSIR large-scale data selection framework for language model training☆259Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆163Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆229Updated 3 weeks ago
- FuseAI Project☆584Updated 8 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆341Updated last year
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆149Updated 6 months ago
- ☆282Updated 2 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆510Updated last year
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆260Updated last year