Strivin0311 / long-llms-learningLinks
A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
☆268Updated last year
Alternatives and similar repositories for long-llms-learning
Users that are interested in long-llms-learning are comparing it to the libraries listed below
Sorting:
- Collaborative Training of Large Language Models in an Efficient Way☆414Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 9 months ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆349Updated last year
- ☆322Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆275Updated 2 years ago
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆249Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆570Updated 9 months ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆389Updated last year
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆224Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆341Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆439Updated 11 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆473Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆184Updated 11 months ago
- ☆307Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆163Updated last year
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆98Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆992Updated 10 months ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆188Updated last month
- Collection of training data management explorations for large language models☆334Updated last year
- A large-scale, fine-grained, diverse preference dataset (and models).☆353Updated last year
- Rectified Rotary Position Embeddings☆381Updated last year
- Repository of LV-Eval Benchmark☆70Updated last year
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆118Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆977Updated 8 months ago
- The related works and background techniques about Openai o1☆222Updated 8 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆497Updated 11 months ago
- A Comprehensive Survey on Long Context Language Modeling☆189Updated 2 months ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆312Updated last year
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆395Updated 3 months ago